From 038ab8f5cab2423e2672f0f1a9ef14e16905d7e0 Mon Sep 17 00:00:00 2001 From: bong-water-water-bong <277547417+bong-water-water-bong@users.noreply.github.com> Date: Tue, 22 Sep 2026 17:31:09 -0300 Subject: [PATCH] Remove the CPU reference and tokenizer; the repo ports the existing engine The new CPU reference, tokenizer and golden tests were the wrong direction. This repository ports the working 1bit-MONSTER engine in four steps: embedded Lemonade, HRX with Vulkan in one build, the NPU engine, and the Laya router (docs/PORTING.md). Keeps the license, notice, copyright check and CI. Co-Authored-By: Claude Opus 5.5 --- CMakeLists.txt | 51 +- CONTRIBUTING.md | 16 +- NOTICE | 4 - README.md | 45 +- docs/PORTING.md | 48 +- docs/cpu-reference.md | 78 - docs/tokenizer.md | 85 - engine/backends/cpu/README.md | 17 - engine/backends/cpu/cpu_model.cpp | 233 - engine/backends/cpu/cpu_model.h | 78 - engine/backends/gpu/README.md | 17 - engine/backends/npu/README.md | 17 - engine/core/README.md | 17 - engine/core/dequant.cpp | 98 - engine/core/dequant.h | 37 - engine/core/gguf.cpp | 332 -- engine/core/gguf.h | 108 - engine/core/model_config.cpp | 68 - engine/core/model_config.h | 50 - engine/core/parallel.cpp | 77 - engine/core/parallel.h | 57 - engine/core/tokenizer.cpp | 277 -- engine/core/tokenizer.h | 71 - engine/core/unicode.cpp | 191 - engine/core/unicode.h | 41 - engine/core/unicode_tables.inc | 4575 ------------------- engine/route/README.md | 17 - engine/server/README.md | 17 - lemonade/README.md | 17 - tests/README.md | 17 - tests/check.h | 43 - tests/gguf_writer.h | 105 - tests/golden/qwen3-0.6b-capitals/meta.json | 13 - tests/golden/qwen3-0.6b-capitals/tokens.txt | 1 - tests/golden/qwen3-tokenizer/README.md | 30 - tests/golden/qwen3-tokenizer/cases.tsv | 481 -- tests/golden/qwen3-tokenizer/vocab.gguf | Bin 5932930 -> 0 bytes tests/golden_cpu.cpp | 138 - tests/golden_tokenizer.cpp | 111 - tests/test_dequant.cpp | 74 - tests/test_gguf.cpp | 92 - tests/test_unicode.cpp | 64 - tools/gen_unicode_tables.py | 126 - tools/golden/make_golden.py | 85 - tools/golden/make_tokenizer_golden.py | 106 - 45 files changed, 50 insertions(+), 8175 deletions(-) delete mode 100644 docs/cpu-reference.md delete mode 100644 docs/tokenizer.md delete mode 100644 engine/backends/cpu/README.md delete mode 100644 engine/backends/cpu/cpu_model.cpp delete mode 100644 engine/backends/cpu/cpu_model.h delete mode 100644 engine/backends/gpu/README.md delete mode 100644 engine/backends/npu/README.md delete mode 100644 engine/core/README.md delete mode 100644 engine/core/dequant.cpp delete mode 100644 engine/core/dequant.h delete mode 100644 engine/core/gguf.cpp delete mode 100644 engine/core/gguf.h delete mode 100644 engine/core/model_config.cpp delete mode 100644 engine/core/model_config.h delete mode 100644 engine/core/parallel.cpp delete mode 100644 engine/core/parallel.h delete mode 100644 engine/core/tokenizer.cpp delete mode 100644 engine/core/tokenizer.h delete mode 100644 engine/core/unicode.cpp delete mode 100644 engine/core/unicode.h delete mode 100644 engine/core/unicode_tables.inc delete mode 100644 engine/route/README.md delete mode 100644 engine/server/README.md delete mode 100644 lemonade/README.md delete mode 100644 tests/README.md delete mode 100644 tests/check.h delete mode 100644 tests/gguf_writer.h delete mode 100644 tests/golden/qwen3-0.6b-capitals/meta.json delete mode 100644 tests/golden/qwen3-0.6b-capitals/tokens.txt delete mode 100644 tests/golden/qwen3-tokenizer/README.md delete mode 100644 tests/golden/qwen3-tokenizer/cases.tsv delete mode 100644 tests/golden/qwen3-tokenizer/vocab.gguf delete mode 100644 tests/golden_cpu.cpp delete mode 100644 tests/golden_tokenizer.cpp delete mode 100644 tests/test_dequant.cpp delete mode 100644 tests/test_gguf.cpp delete mode 100644 tests/test_unicode.cpp delete mode 100644 tools/gen_unicode_tables.py delete mode 100644 tools/golden/make_golden.py delete mode 100644 tools/golden/make_tokenizer_golden.py diff --git a/CMakeLists.txt b/CMakeLists.txt index d779bda2..036d7a9b 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -13,64 +13,17 @@ # See the License for the specific language governing permissions and # limitations under the License. cmake_minimum_required(VERSION 3.24) -project(onebit_engine VERSION 0.0.1 LANGUAGES CXX) +project(onebit_engine VERSION 0.0.1 LANGUAGES C CXX) set(CMAKE_CXX_STANDARD 23) set(CMAKE_CXX_STANDARD_REQUIRED ON) set(CMAKE_CXX_EXTENSIONS OFF) set(CMAKE_EXPORT_COMPILE_COMMANDS ON) -option(ENGINE_NPU "Build the XDNA 2 NPU backend (needs XRT)" OFF) -option(ENGINE_GPU "Build the llama.cpp GPU backend (Vulkan + HRX)" OFF) - if(NOT CMAKE_BUILD_TYPE AND NOT CMAKE_CONFIGURATION_TYPES) set(CMAKE_BUILD_TYPE Release) endif() -add_compile_options(-Wall -Wextra -Wpedantic) - enable_testing() -add_library(onebit_core STATIC - engine/core/gguf.cpp - engine/core/dequant.cpp - engine/core/model_config.cpp - engine/core/parallel.cpp - engine/core/unicode.cpp - engine/core/tokenizer.cpp) -target_include_directories(onebit_core PUBLIC engine/core) -find_package(Threads REQUIRED) -target_link_libraries(onebit_core PUBLIC Threads::Threads) - -add_library(onebit_cpu STATIC engine/backends/cpu/cpu_model.cpp) -target_include_directories(onebit_cpu PUBLIC engine/backends/cpu) -target_link_libraries(onebit_cpu PUBLIC onebit_core) - -# Unit tests: synthetic data only, so they run anywhere (including CI). -foreach(t test_gguf test_dequant test_unicode) - add_executable(${t} tests/${t}.cpp) - target_include_directories(${t} PRIVATE tests) - target_link_libraries(${t} PRIVATE onebit_core) - add_test(NAME ${t} COMMAND ${t}) -endforeach() - -# Golden test: the CPU reference against HF transformers fp32 logits. Needs a -# model and a golden dir (tools/golden/make_golden.py), so it is registered -# only when both are given, e.g. -# -DENGINE_GOLDEN_MODEL=/path/Qwen3-0.6B-BF16.gguf -DENGINE_GOLDEN_DIR=/path/golden -add_executable(golden_cpu tests/golden_cpu.cpp) -target_link_libraries(golden_cpu PRIVATE onebit_cpu) -set(ENGINE_GOLDEN_MODEL "" CACHE FILEPATH "GGUF model for the golden test") -set(ENGINE_GOLDEN_DIR "" CACHE PATH "Golden logits directory for the golden test") -if(ENGINE_GOLDEN_MODEL AND ENGINE_GOLDEN_DIR) - add_test(NAME golden_cpu COMMAND golden_cpu ${ENGINE_GOLDEN_MODEL} ${ENGINE_GOLDEN_DIR}) -endif() - -# Tokenizer golden test: encode/decode/pre-token split against HF tokenizers. -# Runs everywhere: the vocab-only GGUF and the cases are committed -# (tools/golden/make_tokenizer_golden.py, docs/tokenizer.md). -add_executable(golden_tokenizer tests/golden_tokenizer.cpp) -target_link_libraries(golden_tokenizer PRIVATE onebit_core) -add_test(NAME golden_tokenizer_qwen3 - COMMAND golden_tokenizer ${CMAKE_SOURCE_DIR}/tests/golden/qwen3-tokenizer/vocab.gguf - ${CMAKE_SOURCE_DIR}/tests/golden/qwen3-tokenizer/cases.tsv) +# Components are ported in the order listed in docs/PORTING.md. diff --git a/CONTRIBUTING.md b/CONTRIBUTING.md index 1d09d6b5..c9430bc7 100644 --- a/CONTRIBUTING.md +++ b/CONTRIBUTING.md @@ -18,15 +18,15 @@ limitations under the License. This repository exists to be reviewable. Five rules keep it that way. -1. **Nothing lands without a test.** A backend or kernel change comes with a - golden-logit test against the CPU reference: same model, same prompt, token - agreement and per-step KL within a stated tolerance. +1. **Nothing lands without a test that runs it.** Every ported component comes + with a check that exercises it on real hardware or in CI, and accuracy claims + state the reference they were measured against. 2. **Numbers come from committed files.** Every benchmark or accuracy claim in a doc names the command, the model hash and the binary it came from, and anyone can re-run it from a clean checkout. 3. **Recognized is not the same as verified.** The arch registry reports which HF - architectures it *maps* and, separately, which ones have *passed* the golden - test on each backend. Docs quote the second number. + architectures it *maps* and, separately, which ones have *run* and been + checked on each backend. Docs quote the second number. 4. **No binaries without source.** NPU kernels are built from source in this repository (or a pinned submodule) into full ELFs. No vendored xclbins. 5. **Every file carries the copyright and Apache-2.0 notice.** Run @@ -34,5 +34,7 @@ This repository exists to be reviewable. Five rules keep it that way. Files that cannot hold a comment (binaries, JSON, test data) are exempt, listed in the tool. -Porting from 1bit-MONSTER: port the smallest piece that can be tested, not whole -files. [docs/PORTING.md](docs/PORTING.md) lists the source of each component. +This repository is a port of the working code in +[1bit-MONSTER](https://github.com/1bit-MONSTER/1bit-MONSTER), without its history. +[docs/PORTING.md](docs/PORTING.md) lists the source of each component and the +order it lands in. diff --git a/NOTICE b/NOTICE index de47c8c5..d7fea365 100644 --- a/NOTICE +++ b/NOTICE @@ -2,7 +2,3 @@ Copyright 2026 bong-water-water-bong This product is licensed under the Apache License, Version 2.0 (see LICENSE). - -engine/core/unicode_tables.inc is generated from the Unicode Character -Database (via Python's unicodedata module), Copyright Unicode, Inc., used -under the Unicode License v3 (https://www.unicode.org/license.txt). diff --git a/README.md b/README.md index 37d05566..4de9cd1c 100644 --- a/README.md +++ b/README.md @@ -16,40 +16,17 @@ limitations under the License. --> # 1bit engine -A model-agnostic LLM inference backend in C++ for AMD Ryzen AI (Strix Halo): -XDNA 2 NPU, Radeon iGPU (Vulkan and HRX), and a CPU reference path. It serves the -llama-server-compatible OpenAI HTTP API, so [Lemonade](https://github.com/lemonade-sdk/lemonade) -and any OpenAI client can drive it as a drop-in backend. - -> **Status: scaffold.** Nothing runs yet. Components land one at a time, each with a -> test against the CPU reference (see [CONTRIBUTING.md](CONTRIBUTING.md)). The -> development history lives in [1bit-MONSTER](https://github.com/1bit-MONSTER/1bit-MONSTER); -> this repository contains only code that has been verified. - -## Layout - -| Path | What | -|---|---| -| `engine/core/` | GGUF / safetensors / Q4NX loading, tokenizer, arch registry, sampler, KV cache | -| `engine/route/` | Backend selection: a hard capability check, then the Laya scorer | -| `engine/backends/npu/` | XDNA 2 via XRT, full-ELF kernels only (no xclbins) | -| `engine/backends/gpu/` | llama.cpp (AMD-Ecosystem fork) with the Vulkan and HRX20 devices | -| `engine/backends/cpu/` | fp32 reference forward pass; the correctness oracle | -| `engine/server/` | llama-server-compatible HTTP: `/v1/chat/completions`, `/v1/completions`, `/v1/models`, `/health` | -| `tests/` | Golden-logit tests per backend against the CPU reference | -| `lemonade/` | Upstream patch: `BackendDescriptor` + `WrappedServer` for this engine | - -## Milestone 1 - -Qwen3-0.6B end to end on NPU, GPU and CPU through the server, loaded by Lemonade. - -## Build - -```bash -cmake -B build -DENGINE_NPU=OFF -DENGINE_GPU=OFF -cmake --build build -ctest --test-dir build -``` +One binary that runs [Lemonade](https://github.com/lemonade-sdk/lemonade) completely, +with AMD Ryzen AI hardware behind it: + +- the XDNA 2 NPU engine +- HRX and Vulkan on the Radeon iGPU, compiled together in one llama.cpp build +- Laya, which decides where each request runs + +> **Status:** porting the working engine from +> [1bit-MONSTER](https://github.com/1bit-MONSTER/1bit-MONSTER) in four steps; see +> [docs/PORTING.md](docs/PORTING.md). This repository holds the verified code +> without the development history. ## License diff --git a/docs/PORTING.md b/docs/PORTING.md index 772b5669..6a504cef 100644 --- a/docs/PORTING.md +++ b/docs/PORTING.md @@ -16,25 +16,33 @@ limitations under the License. --> # Porting map -Where each component comes from in [1bit-MONSTER](https://github.com/1bit-MONSTER/1bit-MONSTER), -and what has to be true before it lands here. Refs are branches or commits in that repo. +This repository is the working 1bit-MONSTER engine, ported without its history. +Each step below is one PR that builds and runs on Strix Halo before the next one starts. -| Component | Source | State at source | Gate to land here | +| Step | Component | Source in 1bit-MONSTER | Done when | |---|---|---|---| -| CPU reference | `src/gguf_reader.cpp`, `src/tokenizer.cpp`, `tools/qwen36_full_ref.py` | **landed** (qwen3; docs/cpu-reference.md). Tokenizer **landed** (docs/tokenizer.md) | matches HF transformers fp32 logits on Qwen3-0.6B | -| Arch registry | `src/model_registry.cpp` + `Testing/census_*.json` | 569 tokens map 2,030 HF arch strings (mapping only) | data file + separate verified list | -| NPU backend | `engine/npu/src/npu_engine_universal.cpp` (`I8Ctx::init_elf`) | ELF-native, matches its own baseline | golden test vs CPU reference | -| NPU ELF dispatch table | branch `backup/iso-build-elf-native-2026-09-22` (`kElfDesigns`) | ELF and xclbin modes match token for token; 0 xclbin opens | same, in this engine | -| NPU 16-tile layer kernel | branch `bench/fastlane-16tile-corrections-2026-09-22` (435bf36e7) | 24/24 tokens, summed KL 0.000466, 0.340 ms/layer | rebuild from source, reproduce | -| GPU backend | AMD-Ecosystem/llama.cpp fork, `GGML_VULKAN` + `GGML_HRX2`; recipe on `fix/zaya-lmhead-evidence` | Vulkan0 74.8 tok/s, HRX20 18.4 on zaya1-8b; Q4NX is HRX20-only | pinned submodule, linked (no dlopen of copied structs) | -| Router | `src/model_router.cpp` (Q4NX rule) + Laya scorer, branch `backup/laya-and-results-2026-09-22` | Laya not yet checked against its Python reference | Laya matches its Python reference within a stated tolerance | -| Server | `src/server/` | works | llama-server flag and endpoint compatibility test | -| Lemonade recipe | lemonade `src/cpp/include/lemon/backends/*` pattern | n/a | loads Qwen3-0.6B through a local Lemonade build | - -Known traps carried over: - -- NPU concurrency: one device; each engine instance uses 4 hw contexts; throughput - peaks at about 4 concurrent instances. -- Q4NX containers have separate formats per family (unsigned q4_1 for Qwen3; - additive `w = q*scale + min` for the 35B MoE experts). Verify against a reference, never by eye. -- The NPU model containers currently live in `~/.config/flm/models/*-NPU2` on the dev box. +| 1 | **Embedded Lemonade.** Lemonade's server core runs inside the `1bit` binary, with the `onebit` backend added | `third_party/lemonade` (v11.9.0 plus local deltas, see its `UPSTREAM.md`); `tools/unified_server.cpp` `run_embedded_lemonade` | `1bit lemonade` starts and serves `/v1/models` | +| 2 | **HRX with Vulkan.** The AMD-Ecosystem llama.cpp fork built with `GGML_HRX2=ON` and `GGML_VULKAN=ON` in one build | fork build recipe from `fix/zaya-lmhead-evidence` (67503a794); `src/backend_hrx.cpp` | Lemonade loads a GGUF on `Vulkan0` and a Q4NX on `HRX20` | +| 3 | **NPU engine.** Full ELFs only, and the open 16-tile layer kernel built from source | `engine/npu` (`npu_engine_universal.cpp`, `I8Ctx::init_elf`); ELF dispatch table on `backup/iso-build-elf-native-2026-09-22`; kernel on `bench/fastlane-16tile-corrections-2026-09-22` | Lemonade loads Qwen3-0.6B on the NPU through `onebit` | +| 4 | **Laya router.** A non-autoregressive scorer that picks where each request runs | `src/laya_scorer.cpp`, `include/laya_scorer.h` on `backup/laya-and-results-2026-09-22`; model at `~/models/laya` | matches its Python reference; routes requests | + +## How the pieces fit + +``` +1bit lemonade ── Lemonade server core (in-process) + ├─ llamacpp-hrx recipe ──> HRX build: llama.cpp + ggml-hrx + ggml-vulkan + │ devices HRX20 and Vulkan0 + ├─ onebit recipe ────────> 1bit unified -m ──> NPU engine (full ELFs) + └─ Laya ─────────────────> scores each request: which model and device +``` + +## Known facts carried over + +- **Vulkan is not inside HRX.** One build compiles both ggml backends. + - On zaya1-8b, `Vulkan0` decodes at 74.8 tok/s and `HRX20` at 18.4, because + HRX2 falls back to the CPU for 2,088 ops. + - Q4NX loads only on `HRX20`. +- **NPU concurrency:** + - There is one device, and each engine instance uses 4 hardware contexts. + - Throughput peaks at about 4 concurrent instances. +- **Where the NPU model containers live:** they are currently in `~/.config/flm/models/*-NPU2` on the dev box. diff --git a/docs/cpu-reference.md b/docs/cpu-reference.md deleted file mode 100644 index 4a664f1a..00000000 --- a/docs/cpu-reference.md +++ /dev/null @@ -1,78 +0,0 @@ - -# CPU reference - -`engine/backends/cpu/` is the fp32 oracle the NPU and GPU backends are tested -against. It dequantizes every weight to fp32 at load time and runs one token at -a time in fp32. - -It accepts only architectures that have passed the golden test below. Any other -architecture is refused by name. Loading also fails if the GGUF holds a tensor -the forward pass does not use, because an unused tensor means the model has -semantics this code does not implement. - -| Architecture | Weight types | Golden test | -|---|---|---| -| `qwen3` | F32, F16, BF16, Q8_0 | Qwen3-0.6B: pass | - -## Golden test: Qwen3-0.6B - -Reference: HF transformers, fp32, eager attention, on the same checkpoint. -The test feeds the 36-token sequence (12 prompt tokens plus the reference's 24 -greedy tokens) teacher-forced and compares the next-token logits at every position. - -| Metric | Result | Gate | -|---|---|---| -| Argmax agreement | 36 / 36 | all | -| Worst per-position KL(ref ‖ cpu) | 1.3e-10 | ≤ 1e-6 | -| Worst max \|Δlogit\| | 1.0e-4 | reported only | - -To confirm the test can fail, two deliberately broken builds were run: - -- **Wrong RoPE layout** (Normal instead of Neox): 17 / 36 argmax mismatches, worst KL 7.9. -- **K-norm skipped**: 34 / 36 mismatches, worst KL 24.9. - -Both failed the gate. - -Inputs, as recorded in `tests/golden/qwen3-0.6b-capitals/meta.json`: - -- Checkpoint `Qwen/Qwen3-0.6B` at revision `c1899de289a04d12100db370d81485cdf75e47ca`. -- The GGUF is converted with llama.cpp `convert_hf_to_gguf.py --outtype bf16` (llama.cpp `e71b805`). - Its sha256 is `33d6f6c9f0dd21dd3d9c99f514498ea594119508e538aa36773993a3ffd39aff`. -- The golden logits are 21.9 MB, so they are not committed. They are regenerated - by the script below; `meta.json` records their sha256. - -Measured on Strix Halo (32 threads): 0.6 s load, 24 tok/s teacher-forced. - -## Reproduce - -```bash -python tools/golden/make_golden.py --model Qwen/Qwen3-0.6B \ - --prompt "The capital of France is Paris. The capital of Japan is" \ - --n-gen 24 --out golden/qwen3-0.6b-capitals -python llama.cpp/convert_hf_to_gguf.py --outtype bf16 --outfile Qwen3-0.6B-BF16.gguf - -cmake -B build -DENGINE_GOLDEN_MODEL=$PWD/Qwen3-0.6B-BF16.gguf \ - -DENGINE_GOLDEN_DIR=$PWD/golden/qwen3-0.6b-capitals -cmake --build build && ctest --test-dir build --output-on-failure -``` - -## Not done yet - -- **Tokenizer wiring.** The tokenizer has landed (docs/tokenizer.md), but this test still feeds ids. -- **Quantized types beyond Q8_0** (Q4_K, Q6_K and others). Each needs its own dequant test first. -- **A longer-context golden** (hundreds of positions) to cover RoPE at larger angles. diff --git a/docs/tokenizer.md b/docs/tokenizer.md deleted file mode 100644 index 78dc37a7..00000000 --- a/docs/tokenizer.md +++ /dev/null @@ -1,85 +0,0 @@ - -# Tokenizer - -`engine/core/tokenizer.*` reads a byte-level BPE vocabulary from GGUF metadata -(`tokenizer.ggml.*`) and follows the same steps as HF `tokenizers`: - -1. **Added-token split.** CONTROL and USER_DEFINED tokens (`<|im_start|>`, - `` and others) are matched leftmost-longest in the raw text. The - `parse_special=false` flag turns this off. -2. **NFC normalization.** The GGUF does not record it, but the HF tokenizer - applies it. Without it, accented or decomposed text encodes differently: - 187 of the 481 test cases change. -3. **Pre-token split** with the Qwen2 regex, ported by hand one branch at a time: - `(?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\r\n\p{L}\p{N}]?\p{L}+|\p{N}| ?[^\s\p{L}\p{N}]+[\r\n]*|\s*[\r\n]+|\s+(?!\S)|\s+` -4. **Byte-level mapping** (GPT-2 `bytes_to_unicode`), then **BPE merges**: - the lowest-rank pair merges first, and on a tie the leftmost pair merges first. - -`tokenizer.ggml.pre` values other than `qwen2` are refused rather than -approximated. More pre-tokenizers can be added as each gets its own golden. - -The Unicode data (letter and number classes, combining classes, decomposition -and composition) is generated by `tools/gen_unicode_tables.py` from Python -`unicodedata` 16.0.0 into `engine/core/unicode_tables.inc`. It has no ICU dependency. - -## Verification - -`golden_tokenizer` checks three things for each case, all exact against HF -`tokenizers` 0.22.2: - -- the pre-token pieces -- the token ids -- the decoded bytes - -The pieces are checked separately because BPE can hide a wrong split by -producing the same ids. - -| Case set | Cases | Result | -|---|---|---| -| Committed (`tests/golden/qwen3-tokenizer`, runs in CI) | 481 | all match | -| Random, seed 7 (not committed) | 20,081 | all match, 0.9 s | - -The fixed cases cover: - -- contractions in every position and case -- code, and whitespace runs with `\r\n` -- CJK, Hangul, Arabic, Hebrew, Devanagari and Thai -- decomposed accents and Hangul jamo (NFC) -- emoji ZWJ sequences, flags, and non-breaking and ideographic spaces -- special tokens, including partial ones such as `<|im_start` -- long runs - -The random cases mix 18 Unicode blocks with whitespace, contractions and -special tokens. - -Mutation check: ten single-rule deletions were tried in the split and folding -code. Nine fail the test. The tenth (the `\p{N}` branch) is an equivalent -mutant: a lone number character falls through to a 1-character match either way. -Examples: the long-s (`ſ`) case fold gives 2 split mismatches, and the ` ?` -before punctuation gives 67. - -## Known limits - -- BPE is quadratic in the piece length. That is fine for text, but slow on a - single very long run with no split points. -- Rust `regex` (used by `tokenizers`) may carry a different Unicode version - than the generated tables. That only matters for characters assigned in the - newest Unicode versions. -- `decode(skip_special=true)` drops CONTROL tokens. HF's `skip_special_tokens` - uses its own `special` flag, which differs for a few tokens (for example the - `<|fim_*|>` tokens are CONTROL in the GGUF but not special in HF). diff --git a/engine/backends/cpu/README.md b/engine/backends/cpu/README.md deleted file mode 100644 index 4146ca65..00000000 --- a/engine/backends/cpu/README.md +++ /dev/null @@ -1,17 +0,0 @@ - -See docs/PORTING.md for what lands here and its gate. diff --git a/engine/backends/cpu/cpu_model.cpp b/engine/backends/cpu/cpu_model.cpp deleted file mode 100644 index 2ab05e12..00000000 --- a/engine/backends/cpu/cpu_model.cpp +++ /dev/null @@ -1,233 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -#include "cpu_model.h" - -#include -#include -#include -#include -#include - -#include "dequant.h" - -namespace onebit { - -namespace { - -// KV cache length. Kept well under the training context so the reference -// stays small; raise it when a test needs longer sequences. -constexpr uint32_t kMaxCtx = 4096; - -void rms_norm(const float* x, const float* w, float* out, uint32_t n, float eps) { - double ss = 0.0; - for (uint32_t i = 0; i < n; ++i) ss += double(x[i]) * x[i]; - const float scale = 1.0f / std::sqrt(float(ss / n) + eps); - for (uint32_t i = 0; i < n; ++i) out[i] = w[i] * (x[i] * scale); -} - -void rope(float* x, uint32_t n_heads, uint32_t head_dim, uint32_t pos, float theta, RopeStyle style) { - const uint32_t half = head_dim / 2; - for (uint32_t i = 0; i < half; ++i) { - const float inv_freq = 1.0f / std::pow(theta, float(2 * i) / float(head_dim)); - const float angle = float(pos) * inv_freq; - const float c = std::cos(angle), s = std::sin(angle); - for (uint32_t h = 0; h < n_heads; ++h) { - float* v = x + h * head_dim; - const uint32_t a = style == RopeStyle::Neox ? i : 2 * i; - const uint32_t b = style == RopeStyle::Neox ? i + half : 2 * i + 1; - const float x0 = v[a], x1 = v[b]; - v[a] = x0 * c - x1 * s; - v[b] = x0 * s + x1 * c; - } - } -} - -float silu(float x) { return x / (1.0f + std::exp(-x)); } - -class Loader { -public: - explicit Loader(const GgufFile& f) : f_(f) {} - - // Dequantizes tensor `name`, checking its shape is exactly `shape`. - std::expected, std::string> take(const std::string& name, std::vector shape) { - const GgufTensor* t = f_.tensor(name); - if (!t) return std::unexpected(std::format("missing tensor {}", name)); - if (t->ne != shape) return std::unexpected(std::format("tensor {} has an unexpected shape", name)); - std::vector out(t->n_elements()); - if (auto r = dequantize(t->type, t->data, out.data(), out.size()); !r) - return std::unexpected(std::format("tensor {}: {}", name, r.error())); - used_.insert(name); - return out; - } - - bool has(const std::string& name) const { return f_.tensor(name) != nullptr; } - - std::expected check_all_used() const { - for (const GgufTensor& t : f_.tensors()) - if (!used_.contains(t.name)) return std::unexpected(std::format("tensor {} is not used by the reference", t.name)); - return {}; - } - -private: - const GgufFile& f_; - std::set used_; -}; - -} // namespace - -std::expected CpuModel::load(const std::string& gguf_path, size_t n_threads) { - auto file = GgufFile::open(gguf_path); - if (!file) return std::unexpected(file.error()); - auto cfg = read_model_config(*file); - if (!cfg) return std::unexpected(cfg.error()); - - CpuModel m; - m.cfg_ = *cfg; - const ModelConfig& c = m.cfg_; - const uint64_t E = c.n_embd, D = c.head_dim, Q = uint64_t{c.n_head} * D, KV = uint64_t{c.n_head_kv} * D; - const uint64_t F = c.n_ff, V = c.n_vocab; - - Loader ld(*file); -#define TAKE(dst, name, ...) \ - do { \ - auto r_ = ld.take(name, {__VA_ARGS__}); \ - if (!r_) return std::unexpected(std::move(r_.error())); \ - dst = std::move(*r_); \ - } while (0) - - TAKE(m.tok_embd_, "token_embd.weight", E, V); - TAKE(m.output_norm_, "output_norm.weight", E); - if (ld.has("output.weight")) TAKE(m.output_, "output.weight", E, V); - - m.layers_.resize(c.n_layer); - for (uint32_t i = 0; i < c.n_layer; ++i) { - Layer& L = m.layers_[i]; - const std::string p = std::format("blk.{}.", i); - TAKE(L.attn_norm, p + "attn_norm.weight", E); - TAKE(L.wq, p + "attn_q.weight", E, Q); - TAKE(L.wk, p + "attn_k.weight", E, KV); - TAKE(L.wv, p + "attn_v.weight", E, KV); - TAKE(L.wo, p + "attn_output.weight", Q, E); - TAKE(L.q_norm, p + "attn_q_norm.weight", D); - TAKE(L.k_norm, p + "attn_k_norm.weight", D); - TAKE(L.ffn_norm, p + "ffn_norm.weight", E); - TAKE(L.w_gate, p + "ffn_gate.weight", E, F); - TAKE(L.w_up, p + "ffn_up.weight", E, F); - TAKE(L.w_down, p + "ffn_down.weight", F, E); - } -#undef TAKE - if (auto r = ld.check_all_used(); !r) return std::unexpected(r.error()); - - m.n_ctx_ = std::min(c.n_ctx_train, kMaxCtx); - const size_t cache = size_t{c.n_layer} * m.n_ctx_ * KV; - m.k_cache_.assign(cache, 0.0f); - m.v_cache_.assign(cache, 0.0f); - m.x_.resize(E); - m.xn_.resize(E); - m.q_.resize(Q); - m.k_.resize(KV); - m.v_.resize(KV); - m.attn_.resize(Q); - m.scores_.resize(m.n_ctx_); - m.gate_.resize(F); - m.up_.resize(F); - m.logits_.resize(V); - m.pool_ = std::make_unique(n_threads); - return m; -} - -void CpuModel::reset() { n_past_ = 0; } - -void CpuModel::matvec(const std::vector& w, const float* x, float* y, uint32_t rows, uint32_t cols) { - pool_->parallel_for(rows, [&](size_t begin, size_t end) { - for (size_t r = begin; r < end; ++r) { - const float* row = w.data() + r * cols; - float acc = 0.0f; - for (uint32_t i = 0; i < cols; ++i) acc += row[i] * x[i]; - y[r] = acc; - } - }); -} - -std::expected*, std::string> CpuModel::forward(int32_t token) { - const ModelConfig& c = cfg_; - if (token < 0 || uint32_t(token) >= c.n_vocab) return std::unexpected(std::format("token {} out of range", token)); - if (n_past_ >= n_ctx_) return std::unexpected(std::format("context full ({} tokens)", n_ctx_)); - - const uint32_t E = c.n_embd, D = c.head_dim, H = c.n_head, HKV = c.n_head_kv; - const uint32_t KV = HKV * D, pos = n_past_, group = H / HKV; - const float att_scale = 1.0f / std::sqrt(float(D)); - - std::copy_n(tok_embd_.data() + size_t(token) * E, E, x_.data()); - - for (uint32_t l = 0; l < c.n_layer; ++l) { - const Layer& L = layers_[l]; - - rms_norm(x_.data(), L.attn_norm.data(), xn_.data(), E, c.rms_eps); - matvec(L.wq, xn_.data(), q_.data(), H * D, E); - matvec(L.wk, xn_.data(), k_.data(), KV, E); - matvec(L.wv, xn_.data(), v_.data(), KV, E); - for (uint32_t h = 0; h < H; ++h) rms_norm(q_.data() + h * D, L.q_norm.data(), q_.data() + h * D, D, c.rms_eps); - for (uint32_t h = 0; h < HKV; ++h) rms_norm(k_.data() + h * D, L.k_norm.data(), k_.data() + h * D, D, c.rms_eps); - rope(q_.data(), H, D, pos, c.rope_theta, c.rope_style); - rope(k_.data(), HKV, D, pos, c.rope_theta, c.rope_style); - - float* kc = k_cache_.data() + (size_t(l) * n_ctx_) * KV; - float* vc = v_cache_.data() + (size_t(l) * n_ctx_) * KV; - std::copy_n(k_.data(), KV, kc + size_t(pos) * KV); - std::copy_n(v_.data(), KV, vc + size_t(pos) * KV); - - for (uint32_t h = 0; h < H; ++h) { - const float* q = q_.data() + h * D; - const uint32_t kvh = h / group; - float mx = -INFINITY; - for (uint32_t t = 0; t <= pos; ++t) { - const float* k = kc + size_t(t) * KV + kvh * D; - float s = 0.0f; - for (uint32_t i = 0; i < D; ++i) s += q[i] * k[i]; - scores_[t] = s * att_scale; - mx = std::max(mx, scores_[t]); - } - double sum = 0.0; - for (uint32_t t = 0; t <= pos; ++t) { - scores_[t] = std::exp(scores_[t] - mx); - sum += scores_[t]; - } - float* out = attn_.data() + h * D; - std::fill_n(out, D, 0.0f); - for (uint32_t t = 0; t <= pos; ++t) { - const float p = float(scores_[t] / sum); - const float* v = vc + size_t(t) * KV + kvh * D; - for (uint32_t i = 0; i < D; ++i) out[i] += p * v[i]; - } - } - matvec(L.wo, attn_.data(), xn_.data(), E, H * D); - for (uint32_t i = 0; i < E; ++i) x_[i] += xn_[i]; - - rms_norm(x_.data(), L.ffn_norm.data(), xn_.data(), E, c.rms_eps); - matvec(L.w_gate, xn_.data(), gate_.data(), c.n_ff, E); - matvec(L.w_up, xn_.data(), up_.data(), c.n_ff, E); - for (uint32_t i = 0; i < c.n_ff; ++i) gate_[i] = silu(gate_[i]) * up_[i]; - matvec(L.w_down, gate_.data(), xn_.data(), E, c.n_ff); - for (uint32_t i = 0; i < E; ++i) x_[i] += xn_[i]; - } - - rms_norm(x_.data(), output_norm_.data(), xn_.data(), E, c.rms_eps); - matvec(output_.empty() ? tok_embd_ : output_, xn_.data(), logits_.data(), c.n_vocab, E); - ++n_past_; - return &logits_; -} - -} // namespace onebit diff --git a/engine/backends/cpu/cpu_model.h b/engine/backends/cpu/cpu_model.h deleted file mode 100644 index c86191d4..00000000 --- a/engine/backends/cpu/cpu_model.h +++ /dev/null @@ -1,78 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -// cpu_model.h: fp32 reference decoder on the CPU. -// -// This is the correctness oracle for the NPU and GPU backends, so it favours -// plain, checkable code over speed: every weight is dequantized to fp32 at load -// time and every op runs in fp32, one token at a time. -#pragma once - -#include -#include -#include -#include -#include - -#include "gguf.h" -#include "model_config.h" -#include "parallel.h" - -namespace onebit { - -class CpuModel { -public: - // Loads every tensor of the GGUF. Fails if a tensor is missing, has the - // wrong shape, has an unsupported type, or is present but unused (an - // unused tensor means the model has semantics this code does not model). - static std::expected load(const std::string& gguf_path, size_t n_threads = 0); - - const ModelConfig& config() const { return cfg_; } - - // Clears the KV cache. - void reset(); - - // Number of tokens in the KV cache. - uint32_t n_past() const { return n_past_; } - - // Runs one token at position n_past() and returns the next-token logits - // (config().n_vocab floats). Fails when the context is full. - std::expected*, std::string> forward(int32_t token); - - CpuModel(CpuModel&&) = default; - CpuModel& operator=(CpuModel&&) = default; - -private: - CpuModel() = default; - - struct Layer { - std::vector attn_norm, wq, wk, wv, wo, q_norm, k_norm; - std::vector ffn_norm, w_gate, w_up, w_down; - }; - - void matvec(const std::vector& w, const float* x, float* y, uint32_t rows, uint32_t cols); - - ModelConfig cfg_; - uint32_t n_ctx_ = 0; - std::vector tok_embd_, output_norm_, output_; // output_ empty when tied to tok_embd_ - std::vector layers_; - std::vector k_cache_, v_cache_; // [layer][pos][n_head_kv * head_dim] - uint32_t n_past_ = 0; - - // Scratch. - std::vector x_, xn_, q_, k_, v_, attn_, scores_, gate_, up_, logits_; - std::unique_ptr pool_; -}; - -} // namespace onebit diff --git a/engine/backends/gpu/README.md b/engine/backends/gpu/README.md deleted file mode 100644 index 4146ca65..00000000 --- a/engine/backends/gpu/README.md +++ /dev/null @@ -1,17 +0,0 @@ - -See docs/PORTING.md for what lands here and its gate. diff --git a/engine/backends/npu/README.md b/engine/backends/npu/README.md deleted file mode 100644 index 4146ca65..00000000 --- a/engine/backends/npu/README.md +++ /dev/null @@ -1,17 +0,0 @@ - -See docs/PORTING.md for what lands here and its gate. diff --git a/engine/core/README.md b/engine/core/README.md deleted file mode 100644 index 4146ca65..00000000 --- a/engine/core/README.md +++ /dev/null @@ -1,17 +0,0 @@ - -See docs/PORTING.md for what lands here and its gate. diff --git a/engine/core/dequant.cpp b/engine/core/dequant.cpp deleted file mode 100644 index 85b0e468..00000000 --- a/engine/core/dequant.cpp +++ /dev/null @@ -1,98 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -#include "dequant.h" - -#include -#include -#include - -namespace onebit { - -float fp16_to_fp32(uint16_t h) { - const uint32_t sign = uint32_t{h & 0x8000u} << 16; - const uint32_t exp = (h >> 10) & 0x1fu; - uint32_t mant = h & 0x3ffu; - uint32_t bits; - if (exp == 0) { - if (mant == 0) { - bits = sign; - } else { - // Subnormal: normalise the mantissa. - int e = -1; - do { - ++e; - mant <<= 1; - } while ((mant & 0x400u) == 0); - bits = sign | uint32_t(127 - 15 - e) << 23 | (mant & 0x3ffu) << 13; - } - } else if (exp == 0x1f) { - bits = sign | 0x7f800000u | mant << 13; // inf / nan - } else { - bits = sign | (exp + (127 - 15)) << 23 | mant << 13; - } - return std::bit_cast(bits); -} - -float bf16_to_fp32(uint16_t b) { return std::bit_cast(uint32_t{b} << 16); } - -bool dequant_supported(GgmlType t) { - switch (t) { - case GgmlType::F32: - case GgmlType::F16: - case GgmlType::BF16: - case GgmlType::Q8_0: return true; - default: return false; - } -} - -namespace { - -uint16_t load_u16(const std::byte* p) { - uint16_t v; - std::memcpy(&v, p, 2); - return v; -} - -} // namespace - -std::expected dequantize(GgmlType t, const std::byte* src, float* dst, uint64_t n) { - switch (t) { - case GgmlType::F32: - std::memcpy(dst, src, n * sizeof(float)); - return {}; - case GgmlType::F16: - for (uint64_t i = 0; i < n; ++i) dst[i] = fp16_to_fp32(load_u16(src + 2 * i)); - return {}; - case GgmlType::BF16: - for (uint64_t i = 0; i < n; ++i) dst[i] = bf16_to_fp32(load_u16(src + 2 * i)); - return {}; - case GgmlType::Q8_0: { - // Block of 32: fp16 scale d, then 32 int8 quants. x = d * q. - constexpr uint64_t kBlock = 32, kBytes = 34; - if (n % kBlock != 0) return std::unexpected(std::string("Q8_0: n is not a multiple of 32")); - for (uint64_t b = 0; b < n / kBlock; ++b) { - const std::byte* blk = src + b * kBytes; - const float d = fp16_to_fp32(load_u16(blk)); - const auto* q = reinterpret_cast(blk + 2); - for (uint64_t i = 0; i < kBlock; ++i) dst[b * kBlock + i] = d * float(q[i]); - } - return {}; - } - default: - return std::unexpected(std::format("dequantize: type {} not supported yet", ggml_type_name(t))); - } -} - -} // namespace onebit diff --git a/engine/core/dequant.h b/engine/core/dequant.h deleted file mode 100644 index fdc2578d..00000000 --- a/engine/core/dequant.h +++ /dev/null @@ -1,37 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -// dequant.h: convert ggml tensor data to fp32. -#pragma once - -#include -#include -#include -#include - -#include "gguf.h" - -namespace onebit { - -float fp16_to_fp32(uint16_t h); -float bf16_to_fp32(uint16_t b); - -// Whether dequantize() handles type t. -bool dequant_supported(GgmlType t); - -// Write n fp32 values decoded from src (of type t) into dst. -// n must be a whole number of blocks for block-quantized types. -std::expected dequantize(GgmlType t, const std::byte* src, float* dst, uint64_t n); - -} // namespace onebit diff --git a/engine/core/gguf.cpp b/engine/core/gguf.cpp deleted file mode 100644 index ee9deeb4..00000000 --- a/engine/core/gguf.cpp +++ /dev/null @@ -1,332 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -#include "gguf.h" - -#include -#include -#include -#include - -#include -#include -#include - -namespace onebit { - -std::string_view ggml_type_name(GgmlType t) { - switch (t) { - case GgmlType::F32: return "F32"; - case GgmlType::F16: return "F16"; - case GgmlType::Q4_0: return "Q4_0"; - case GgmlType::Q4_1: return "Q4_1"; - case GgmlType::Q5_0: return "Q5_0"; - case GgmlType::Q5_1: return "Q5_1"; - case GgmlType::Q8_0: return "Q8_0"; - case GgmlType::Q8_1: return "Q8_1"; - case GgmlType::Q2_K: return "Q2_K"; - case GgmlType::Q3_K: return "Q3_K"; - case GgmlType::Q4_K: return "Q4_K"; - case GgmlType::Q5_K: return "Q5_K"; - case GgmlType::Q6_K: return "Q6_K"; - case GgmlType::Q8_K: return "Q8_K"; - case GgmlType::BF16: return "BF16"; - } - return "unknown"; -} - -uint64_t GgufTensor::n_elements() const { - uint64_t n = 1; - for (uint64_t d : ne) n *= d; - return n; -} - -namespace { - -constexpr uint32_t kMagic = 0x46554747; // "GGUF" little-endian -constexpr uint64_t kDefaultAlignment = 32; -// Guards against corrupt headers asking for absurd allocations. -constexpr uint64_t kMaxCount = uint64_t{1} << 32; -constexpr uint32_t kMaxDims = 4; - -enum ValueType : uint32_t { - UINT8 = 0, INT8 = 1, UINT16 = 2, INT16 = 3, UINT32 = 4, INT32 = 5, - FLOAT32 = 6, BOOL = 7, STRING = 8, ARRAY = 9, UINT64 = 10, INT64 = 11, FLOAT64 = 12, -}; - -class Cursor { -public: - Cursor(const std::byte* base, size_t size) : base_(base), size_(size) {} - - size_t pos() const { return pos_; } - - template - std::expected read() { - if (size_ - pos_ < sizeof(T)) return std::unexpected(truncated()); - T out; - std::memcpy(&out, base_ + pos_, sizeof(T)); - pos_ += sizeof(T); - return out; - } - - std::expected read_string() { - auto len = read(); - if (!len) return std::unexpected(len.error()); - if (size_ - pos_ < *len) return std::unexpected(truncated()); - std::string s(reinterpret_cast(base_ + pos_), *len); - pos_ += *len; - return s; - } - - std::expected read_value(uint32_t type, int depth = 0) { - switch (type) { - case UINT8: return uint_value(); - case UINT16: return uint_value(); - case UINT32: return uint_value(); - case UINT64: return uint_value(); - case INT8: return int_value(); - case INT16: return int_value(); - case INT32: return int_value(); - case INT64: return int_value(); - case FLOAT32: return float_value(); - case FLOAT64: return float_value(); - case BOOL: { - auto b = read(); - if (!b) return std::unexpected(b.error()); - return GgufValue{*b != 0}; - } - case STRING: { - auto s = read_string(); - if (!s) return std::unexpected(s.error()); - return GgufValue{std::move(*s)}; - } - case ARRAY: { - if (depth > 0) return std::unexpected(std::string("nested GGUF arrays are not supported")); - auto elem_type = read(); - if (!elem_type) return std::unexpected(elem_type.error()); - auto count = read(); - if (!count) return std::unexpected(count.error()); - if (*count > kMaxCount) return std::unexpected(std::string("GGUF array too large")); - GgufArray arr; - arr.reserve(*count); - for (uint64_t i = 0; i < *count; ++i) { - auto v = read_value(*elem_type, depth + 1); - if (!v) return std::unexpected(v.error()); - arr.push_back(std::move(*v)); - } - return GgufValue{std::move(arr)}; - } - } - return std::unexpected(std::format("unknown GGUF value type {}", type)); - } - -private: - template - std::expected uint_value() { - auto x = read(); - if (!x) return std::unexpected(x.error()); - return GgufValue{uint64_t{*x}}; - } - template - std::expected int_value() { - auto x = read(); - if (!x) return std::unexpected(x.error()); - return GgufValue{int64_t{*x}}; - } - template - std::expected float_value() { - auto x = read(); - if (!x) return std::unexpected(x.error()); - return GgufValue{double{*x}}; - } - std::string truncated() const { return std::format("GGUF truncated at byte {}", pos_); } - - const std::byte* base_; - size_t size_; - size_t pos_ = 0; -}; - -// Bytes occupied by n elements of type t, or nullopt for types whose block -// size this reader does not know (the tensor is still listed, just unsized). -std::optional type_bytes(GgmlType t, uint64_t n) { - auto blocks = [&](uint64_t block, uint64_t bytes) -> std::optional { - if (n % block != 0) return std::nullopt; - return n / block * bytes; - }; - switch (t) { - case GgmlType::F32: return n * 4; - case GgmlType::F16: - case GgmlType::BF16: return n * 2; - case GgmlType::Q4_0: return blocks(32, 18); - case GgmlType::Q4_1: return blocks(32, 20); - case GgmlType::Q5_0: return blocks(32, 22); - case GgmlType::Q5_1: return blocks(32, 24); - case GgmlType::Q8_0: return blocks(32, 34); - case GgmlType::Q8_1: return blocks(32, 36); - case GgmlType::Q2_K: return blocks(256, 84); - case GgmlType::Q3_K: return blocks(256, 110); - case GgmlType::Q4_K: return blocks(256, 144); - case GgmlType::Q5_K: return blocks(256, 176); - case GgmlType::Q6_K: return blocks(256, 210); - case GgmlType::Q8_K: return blocks(256, 292); - } - return std::nullopt; -} - -} // namespace - -std::expected GgufFile::open(const std::string& path) { - int fd = ::open(path.c_str(), O_RDONLY | O_CLOEXEC); - if (fd < 0) return std::unexpected(std::format("cannot open {}: {}", path, std::strerror(errno))); - struct stat st {}; - if (fstat(fd, &st) != 0) { - ::close(fd); - return std::unexpected(std::format("cannot stat {}", path)); - } - GgufFile f; - f.size_ = static_cast(st.st_size); - void* m = mmap(nullptr, f.size_, PROT_READ, MAP_PRIVATE, fd, 0); - ::close(fd); - if (m == MAP_FAILED) return std::unexpected(std::format("cannot mmap {}", path)); - f.map_ = m; - - const auto* base = static_cast(m); - Cursor c(base, f.size_); - auto fail = [&](std::string msg) { return std::unexpected(path + ": " + msg); }; - - auto magic = c.read(); - if (!magic) return fail(magic.error()); - if (*magic != kMagic) return fail("not a GGUF file (bad magic)"); - auto version = c.read(); - if (!version) return fail(version.error()); - if (*version != 2 && *version != 3) return fail(std::format("unsupported GGUF version {}", *version)); - f.version_ = *version; - - auto n_tensors = c.read(); - if (!n_tensors) return fail(n_tensors.error()); - auto n_kv = c.read(); - if (!n_kv) return fail(n_kv.error()); - if (*n_tensors > kMaxCount || *n_kv > kMaxCount) return fail("header counts out of range"); - - for (uint64_t i = 0; i < *n_kv; ++i) { - auto key = c.read_string(); - if (!key) return fail(key.error()); - auto type = c.read(); - if (!type) return fail(type.error()); - auto value = c.read_value(*type); - if (!value) return fail(std::format("key {}: {}", *key, value.error())); - f.kv_.insert_or_assign(std::move(*key), std::move(*value)); - } - - f.tensors_.reserve(*n_tensors); - for (uint64_t i = 0; i < *n_tensors; ++i) { - GgufTensor t; - auto name = c.read_string(); - if (!name) return fail(name.error()); - t.name = std::move(*name); - auto n_dims = c.read(); - if (!n_dims) return fail(n_dims.error()); - if (*n_dims == 0 || *n_dims > kMaxDims) return fail(std::format("tensor {}: bad rank {}", t.name, *n_dims)); - for (uint32_t d = 0; d < *n_dims; ++d) { - auto dim = c.read(); - if (!dim) return fail(dim.error()); - t.ne.push_back(*dim); - } - auto type = c.read(); - if (!type) return fail(type.error()); - t.type = static_cast(*type); - auto offset = c.read(); - if (!offset) return fail(offset.error()); - t.offset = *offset; - f.tensors_.push_back(std::move(t)); - } - - uint64_t alignment = f.get_uint("general.alignment").value_or(kDefaultAlignment); - if (alignment == 0 || (alignment & (alignment - 1)) != 0) return fail("general.alignment is not a power of two"); - uint64_t data_start = (c.pos() + alignment - 1) / alignment * alignment; - - for (size_t i = 0; i < f.tensors_.size(); ++i) { - GgufTensor& t = f.tensors_[i]; - uint64_t begin = data_start + t.offset; - auto bytes = type_bytes(t.type, t.n_elements()); - if (!bytes) return fail(std::format("tensor {}: unsupported type {} or bad shape", t.name, - static_cast(t.type))); - if (begin > f.size_ || *bytes > f.size_ - begin) return fail(std::format("tensor {} extends past end of file", t.name)); - t.data = base + begin; - if (!f.by_name_.emplace(t.name, i).second) return fail(std::format("duplicate tensor {}", t.name)); - } - return f; -} - -GgufFile::GgufFile(GgufFile&& o) noexcept { *this = std::move(o); } - -GgufFile& GgufFile::operator=(GgufFile&& o) noexcept { - if (this != &o) { - release(); - map_ = std::exchange(o.map_, nullptr); - size_ = std::exchange(o.size_, 0); - version_ = o.version_; - kv_ = std::move(o.kv_); - tensors_ = std::move(o.tensors_); - by_name_ = std::move(o.by_name_); - } - return *this; -} - -GgufFile::~GgufFile() { release(); } - -void GgufFile::release() { - if (map_) munmap(map_, size_); - map_ = nullptr; - size_ = 0; -} - -const GgufValue* GgufFile::find(std::string_view key) const { - auto it = kv_.find(std::string(key)); - return it == kv_.end() ? nullptr : &it->second; -} - -const GgufTensor* GgufFile::tensor(std::string_view name) const { - auto it = by_name_.find(name); - return it == by_name_.end() ? nullptr : &tensors_[it->second]; -} - -std::optional GgufFile::get_uint(std::string_view key) const { - const GgufValue* v = find(key); - if (!v) return std::nullopt; - if (auto* u = std::get_if(&v->v)) return *u; - if (auto* i = std::get_if(&v->v); i && *i >= 0) return static_cast(*i); - return std::nullopt; -} - -std::optional GgufFile::get_float(std::string_view key) const { - const GgufValue* v = find(key); - if (!v) return std::nullopt; - if (auto* d = std::get_if(&v->v)) return *d; - return std::nullopt; -} - -std::optional GgufFile::get_string(std::string_view key) const { - const GgufValue* v = find(key); - if (!v) return std::nullopt; - if (auto* s = std::get_if(&v->v)) return *s; - return std::nullopt; -} - -const GgufArray* GgufFile::get_array(std::string_view key) const { - const GgufValue* v = find(key); - return v ? std::get_if(&v->v) : nullptr; -} - -} // namespace onebit diff --git a/engine/core/gguf.h b/engine/core/gguf.h deleted file mode 100644 index 54f4ea02..00000000 --- a/engine/core/gguf.h +++ /dev/null @@ -1,108 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -// gguf.h: read-only GGUF v2/v3 reader over a memory-mapped file. -// -// Format reference: https://github.com/ggml-org/ggml/blob/master/docs/gguf.md -// Metadata values are decoded into GgufValue; tensor data is never copied, and -// GgufTensor::data points into the mapping, which lives as long as the GgufFile. -#pragma once - -#include -#include -#include -#include -#include -#include -#include -#include -#include - -namespace onebit { - -// ggml tensor types this engine knows by id. Values match ggml.h. -enum class GgmlType : uint32_t { - F32 = 0, - F16 = 1, - Q4_0 = 2, - Q4_1 = 3, - Q5_0 = 6, - Q5_1 = 7, - Q8_0 = 8, - Q8_1 = 9, - Q2_K = 10, - Q3_K = 11, - Q4_K = 12, - Q5_K = 13, - Q6_K = 14, - Q8_K = 15, - BF16 = 30, -}; - -std::string_view ggml_type_name(GgmlType t); - -struct GgufValue; -using GgufArray = std::vector; - -struct GgufValue { - std::variant v; -}; - -struct GgufTensor { - std::string name; - GgmlType type; - std::vector ne; // ne[0] is the contiguous (fastest) dimension - uint64_t offset = 0; // relative to the start of the data section - const std::byte* data = nullptr; - - uint64_t n_elements() const; -}; - -class GgufFile { -public: - static std::expected open(const std::string& path); - - GgufFile(GgufFile&& other) noexcept; - GgufFile& operator=(GgufFile&& other) noexcept; - GgufFile(const GgufFile&) = delete; - GgufFile& operator=(const GgufFile&) = delete; - ~GgufFile(); - - uint32_t version() const { return version_; } - const std::map& metadata() const { return kv_; } - const std::vector& tensors() const { return tensors_; } - - const GgufValue* find(std::string_view key) const; - const GgufTensor* tensor(std::string_view name) const; - - // Typed accessors. Integer getters accept any integer metadata type that - // fits; they return nullopt when the key is missing or has another type. - std::optional get_uint(std::string_view key) const; - std::optional get_float(std::string_view key) const; - std::optional get_string(std::string_view key) const; - const GgufArray* get_array(std::string_view key) const; - -private: - GgufFile() = default; - void release(); - - void* map_ = nullptr; - size_t size_ = 0; - uint32_t version_ = 0; - std::map kv_; - std::vector tensors_; - std::map> by_name_; -}; - -} // namespace onebit diff --git a/engine/core/model_config.cpp b/engine/core/model_config.cpp deleted file mode 100644 index d64a34cc..00000000 --- a/engine/core/model_config.cpp +++ /dev/null @@ -1,68 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -#include "model_config.h" - -#include - -namespace onebit { - -std::expected read_model_config(const GgufFile& f) { - ModelConfig c; - auto arch = f.get_string("general.architecture"); - if (!arch) return std::unexpected(std::string("missing general.architecture")); - c.arch = *arch; - - // Only architectures that have passed the golden test are accepted. - if (c.arch == "qwen3") { - c.rope_style = RopeStyle::Neox; - } else { - return std::unexpected(std::format("architecture '{}' is not verified on the CPU reference", c.arch)); - } - - auto u32 = [&](const std::string& suffix) -> std::expected { - auto v = f.get_uint(c.arch + "." + suffix); - if (!v) return std::unexpected(std::format("missing {}.{}", c.arch, suffix)); - if (*v == 0 || *v > UINT32_MAX) return std::unexpected(std::format("{}.{} out of range", c.arch, suffix)); - return static_cast(*v); - }; - auto set = [&](uint32_t& field, const std::string& suffix) -> std::expected { - auto v = u32(suffix); - if (!v) return std::unexpected(v.error()); - field = *v; - return {}; - }; - - for (auto [field, key] : {std::pair{&c.n_layer, "block_count"}, {&c.n_embd, "embedding_length"}, - {&c.n_head, "attention.head_count"}, {&c.n_ff, "feed_forward_length"}, - {&c.n_ctx_train, "context_length"}}) { - if (auto r = set(*field, key); !r) return std::unexpected(r.error()); - } - c.n_head_kv = u32("attention.head_count_kv").value_or(c.n_head); - c.head_dim = u32("attention.key_length").value_or(c.n_embd / c.n_head); - if (auto vl = f.get_uint(c.arch + ".attention.value_length"); vl && *vl != c.head_dim) - return std::unexpected(std::string("key_length != value_length is not supported")); - if (c.n_head % c.n_head_kv != 0) return std::unexpected(std::string("head_count is not a multiple of head_count_kv")); - - if (auto eps = f.get_float(c.arch + ".attention.layer_norm_rms_epsilon")) c.rms_eps = static_cast(*eps); - if (auto theta = f.get_float(c.arch + ".rope.freq_base")) c.rope_theta = static_cast(*theta); - - const GgufTensor* emb = f.tensor("token_embd.weight"); - if (!emb || emb->ne.size() != 2 || emb->ne[0] != c.n_embd) - return std::unexpected(std::string("token_embd.weight missing or wrong shape")); - c.n_vocab = static_cast(emb->ne[1]); - return c; -} - -} // namespace onebit diff --git a/engine/core/model_config.h b/engine/core/model_config.h deleted file mode 100644 index 46cb2341..00000000 --- a/engine/core/model_config.h +++ /dev/null @@ -1,50 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -// model_config.h: decoder hyper-parameters read from GGUF metadata. -#pragma once - -#include -#include -#include - -#include "gguf.h" - -namespace onebit { - -enum class RopeStyle { - Normal, // rotate adjacent pairs (x[2i], x[2i+1]); llama GGUFs are permuted for this - Neox, // rotate halves (x[i], x[i + d/2]); qwen2/qwen3 -}; - -struct ModelConfig { - std::string arch; // general.architecture, e.g. "qwen3" - uint32_t n_layer = 0; - uint32_t n_embd = 0; - uint32_t n_head = 0; - uint32_t n_head_kv = 0; - uint32_t head_dim = 0; - uint32_t n_ff = 0; - uint32_t n_vocab = 0; - uint32_t n_ctx_train = 0; - float rms_eps = 1e-6f; - float rope_theta = 10000.0f; - RopeStyle rope_style = RopeStyle::Normal; -}; - -// Reads and validates the config. Fails for architectures the engine has not -// been verified on, rather than guessing their semantics. -std::expected read_model_config(const GgufFile& f); - -} // namespace onebit diff --git a/engine/core/parallel.cpp b/engine/core/parallel.cpp deleted file mode 100644 index d0af92ab..00000000 --- a/engine/core/parallel.cpp +++ /dev/null @@ -1,77 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -#include "parallel.h" - -#include - -namespace onebit { - -ThreadPool::ThreadPool(size_t n_threads) { - if (n_threads == 0) n_threads = std::max(1u, std::thread::hardware_concurrency()); - for (size_t i = 1; i < n_threads; ++i) workers_.emplace_back([this, i] { worker_loop(i); }); -} - -ThreadPool::~ThreadPool() { - { - std::lock_guard lock(mu_); - stop_ = true; - } - start_cv_.notify_all(); - for (auto& t : workers_) t.join(); -} - -void ThreadPool::run_chunk(size_t index) { - const size_t n = job_n_, parts = size(); - const size_t begin = n * index / parts, end = n * (index + 1) / parts; - if (begin < end) (*job_)(begin, end); -} - -void ThreadPool::worker_loop(size_t index) { - size_t seen = 0; - for (;;) { - { - std::unique_lock lock(mu_); - start_cv_.wait(lock, [&] { return stop_ || generation_ != seen; }); - if (stop_) return; - seen = generation_; - } - run_chunk(index); - { - std::lock_guard lock(mu_); - if (--pending_ == 0) done_cv_.notify_one(); - } - } -} - -void ThreadPool::parallel_for(size_t n, const std::function& fn) { - if (workers_.empty() || n < 2) { - if (n > 0) fn(0, n); - return; - } - { - std::lock_guard lock(mu_); - job_ = &fn; - job_n_ = n; - pending_ = workers_.size(); - ++generation_; - } - start_cv_.notify_all(); - run_chunk(0); - std::unique_lock lock(mu_); - done_cv_.wait(lock, [&] { return pending_ == 0; }); - job_ = nullptr; -} - -} // namespace onebit diff --git a/engine/core/parallel.h b/engine/core/parallel.h deleted file mode 100644 index 71e19d90..00000000 --- a/engine/core/parallel.h +++ /dev/null @@ -1,57 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -// parallel.h: a fixed pool of worker threads running one parallel_for at a time. -#pragma once - -#include -#include -#include -#include -#include -#include - -namespace onebit { - -class ThreadPool { -public: - // n_threads == 0 uses std::thread::hardware_concurrency(). - explicit ThreadPool(size_t n_threads = 0); - ~ThreadPool(); - ThreadPool(const ThreadPool&) = delete; - ThreadPool& operator=(const ThreadPool&) = delete; - - size_t size() const { return workers_.size() + 1; } - - // Split [0, n) into contiguous chunks and call fn(begin, end) on each, - // using the calling thread as one of the workers. Blocks until done. - // Not reentrant: fn must not call parallel_for on the same pool. - void parallel_for(size_t n, const std::function& fn); - -private: - void worker_loop(size_t index); - void run_chunk(size_t index); - - std::vector workers_; - std::mutex mu_; - std::condition_variable start_cv_; - std::condition_variable done_cv_; - const std::function* job_ = nullptr; - size_t job_n_ = 0; - size_t generation_ = 0; - size_t pending_ = 0; - bool stop_ = false; -}; - -} // namespace onebit diff --git a/engine/core/tokenizer.cpp b/engine/core/tokenizer.cpp deleted file mode 100644 index a611cc01..00000000 --- a/engine/core/tokenizer.cpp +++ /dev/null @@ -1,277 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -#include "tokenizer.h" - -#include -#include -#include -#include - -#include "unicode.h" - -namespace onebit { - -namespace { - -// llama.cpp token types stored in tokenizer.ggml.token_type. -constexpr int32_t kTypeControl = 3; -constexpr int32_t kTypeUserDefined = 4; - -using unicode::is_letter; -using unicode::is_number; -using unicode::is_whitespace; - -bool is_newline(char32_t c) { return c == U'\r' || c == U'\n'; } - -// Simple case folding for the letters the contraction branch can meet. -// U+017F LATIN SMALL LETTER LONG S folds to 's' under (?i). -char32_t fold(char32_t c) { - if (c >= U'A' && c <= U'Z') return c + 32; - if (c == 0x017F) return U's'; - return c; -} - -// Length of the pre-token starting at s[i] for the Qwen2 split pattern -// (?i:'s|'t|'re|'ve|'m|'ll|'d)|[^\r\n\p{L}\p{N}]?\p{L}+|\p{N} -// | ?[^\s\p{L}\p{N}]+[\r\n]*|\s*[\r\n]+|\s+(?!\S)|\s+ -// Each branch is tried in order, as the regex engine does, and each returns -// the length its greedy quantifiers settle on after backtracking. -size_t qwen2_match(std::u32string_view s, size_t i) { - const size_t n = s.size(); - auto at = [&](size_t k) -> char32_t { return k < n ? s[k] : 0; }; - auto is_other = [](char32_t c) { return !is_whitespace(c) && !is_letter(c) && !is_number(c); }; - - // (?i:'s|'t|'re|'ve|'m|'ll|'d) - if (s[i] == U'\'' && i + 1 < n) { - const char32_t a = fold(at(i + 1)), b = fold(at(i + 2)); - if (a == U's' || a == U't') return 2; - if ((a == U'r' && b == U'e') || (a == U'v' && b == U'e')) return 3; - if (a == U'm') return 2; - if (a == U'l' && b == U'l') return 3; - if (a == U'd') return 2; - } - // [^\r\n\p{L}\p{N}]?\p{L}+ - { - size_t j = i; - const char32_t c = s[i]; - if (!is_newline(c) && !is_letter(c) && !is_number(c) && is_letter(at(i + 1))) j = i + 1; - if (j < n && is_letter(s[j])) { - while (j < n && is_letter(s[j])) ++j; - return j - i; - } - } - // \p{N} - if (is_number(s[i])) return 1; - // ' ?[^\s\p{L}\p{N}]+[\r\n]*' - { - size_t j = i; - if (s[i] == U' ' && i + 1 < n && is_other(s[i + 1])) j = i + 1; - if (j < n && is_other(s[j])) { - while (j < n && is_other(s[j])) ++j; - while (j < n && is_newline(s[j])) ++j; - return j - i; - } - } - // The remaining branches all start with whitespace. - size_t ws_end = i; - while (ws_end < n && is_whitespace(s[ws_end])) ++ws_end; - if (ws_end == i) return 1; // unreachable: every code point matches a branch above - // \s*[\r\n]+ : ends just after the last newline in the whitespace run. - for (size_t k = ws_end; k > i; --k) - if (is_newline(s[k - 1])) return k - i; - // \s+(?!\S) - if (ws_end == n) return ws_end - i; - if (ws_end - i >= 2) return ws_end - i - 1; - // \s+ - return ws_end - i; -} - -// GPT-2 bytes_to_unicode: printable bytes map to themselves, the rest to 256+. -std::vector byte_to_codepoint() { - std::vector map(256, 0); - std::vector direct(256, false); - for (int b = '!'; b <= '~'; ++b) direct[b] = true; - for (int b = 0xA1; b <= 0xAC; ++b) direct[b] = true; - for (int b = 0xAE; b <= 0xFF; ++b) direct[b] = true; - char32_t next = 256; - for (int b = 0; b < 256; ++b) map[b] = direct[b] ? char32_t(b) : next++; - return map; -} - -} // namespace - -std::expected Tokenizer::from_gguf(const GgufFile& f) { - auto model = f.get_string("tokenizer.ggml.model"); - if (model != "gpt2") return std::unexpected(std::format("tokenizer model '{}' is not supported", model.value_or(""))); - auto pre = f.get_string("tokenizer.ggml.pre"); - if (pre != "qwen2") return std::unexpected(std::format("pre-tokenizer '{}' is not supported", pre.value_or(""))); - - const GgufArray* tokens = f.get_array("tokenizer.ggml.tokens"); - const GgufArray* types = f.get_array("tokenizer.ggml.token_type"); - const GgufArray* merges = f.get_array("tokenizer.ggml.merges"); - if (!tokens || !types || !merges || types->size() != tokens->size()) - return std::unexpected(std::string("GGUF tokenizer arrays missing or inconsistent")); - - Tokenizer t; - t.tokens_.reserve(tokens->size()); - t.token_type_.reserve(tokens->size()); - for (size_t i = 0; i < tokens->size(); ++i) { - const auto* s = std::get_if(&(*tokens)[i].v); - const auto* ty = std::get_if(&(*types)[i].v); - if (!s || !ty) return std::unexpected(std::format("bad tokenizer entry {}", i)); - t.tokens_.push_back(*s); - t.token_type_.push_back(int32_t(*ty)); - t.token_id_.emplace(*s, int32_t(i)); - if (*ty == kTypeControl || *ty == kTypeUserDefined) { - auto cps = unicode::decode_utf8(*s); - if (!cps || cps->empty()) return std::unexpected(std::format("added token {} is not valid UTF-8", i)); - t.added_.emplace_back(std::u32string(cps->begin(), cps->end()), int32_t(i)); - } - } - std::stable_sort(t.added_.begin(), t.added_.end(), - [](const auto& a, const auto& b) { return a.first.size() > b.first.size(); }); - - t.merge_rank_.reserve(merges->size()); - for (size_t i = 0; i < merges->size(); ++i) { - const auto* m = std::get_if(&(*merges)[i].v); - if (!m || std::count(m->begin(), m->end(), ' ') != 1) return std::unexpected(std::format("bad merge {}", i)); - t.merge_rank_.emplace(*m, int32_t(i)); - } - - const auto map = byte_to_codepoint(); - for (int b = 0; b < 256; ++b) { - unicode::append_utf8(t.byte_to_unicode_[b], map[b]); - t.unicode_to_byte_[map[b]] = uint8_t(b); - } - for (int b = 0; b < 256; ++b) - if (!t.token_id_.contains(t.byte_to_unicode_[b])) - return std::unexpected(std::format("vocab has no token for byte {}", b)); - - auto id_or = [&](const char* key) { - auto v = f.get_uint(key); - return (v && *v < t.tokens_.size()) ? int32_t(*v) : -1; - }; - t.bos_ = id_or("tokenizer.ggml.bos_token_id"); - t.eos_ = id_or("tokenizer.ggml.eos_token_id"); - return t; -} - -void Tokenizer::bpe(const std::string& piece, std::vector& out) const { - // Split into the mapped characters (each 1-2 UTF-8 bytes long). - std::vector sym; - for (size_t i = 0; i < piece.size();) { - const size_t len = (static_cast(piece[i]) < 0x80) ? 1 : 2; - sym.push_back(piece.substr(i, len)); - i += len; - } - // Repeatedly merge the adjacent pair with the lowest rank (leftmost on ties). - std::string key; - while (sym.size() > 1) { - int32_t best = INT32_MAX; - size_t at = 0; - for (size_t i = 0; i + 1 < sym.size(); ++i) { - key.assign(sym[i]).append(" ").append(sym[i + 1]); - auto it = merge_rank_.find(key); - if (it != merge_rank_.end() && it->second < best) { - best = it->second; - at = i; - } - } - if (best == INT32_MAX) break; - sym[at] += sym[at + 1]; - sym.erase(sym.begin() + std::ptrdiff_t(at) + 1); - } - for (const auto& s : sym) out.push_back(token_id_.at(s)); // single bytes are checked at load -} - -void Tokenizer::split(std::u32string_view text, std::vector& pieces) const { - const std::vector norm = unicode::nfc(std::vector(text.begin(), text.end())); - const std::u32string_view s(norm.data(), norm.size()); - std::string utf8; - for (size_t i = 0; i < s.size();) { - const size_t len = qwen2_match(s, i); - utf8.clear(); - for (size_t k = i; k < i + len; ++k) unicode::append_utf8(utf8, s[k]); - std::string& piece = pieces.emplace_back(); - for (unsigned char b : utf8) piece += byte_to_unicode_[b]; - i += len; - } -} - -void Tokenizer::encode_plain(std::u32string_view text, std::vector& out) const { - std::vector pieces; - split(text, pieces); - for (const auto& piece : pieces) bpe(piece, out); -} - -std::expected, std::string> Tokenizer::pre_tokenize(std::string_view text) const { - auto cps = unicode::decode_utf8(text); - if (!cps) return std::unexpected(std::string("input is not valid UTF-8")); - std::vector pieces; - split(std::u32string_view(cps->data(), cps->size()), pieces); - return pieces; -} - -std::expected, std::string> Tokenizer::encode(std::string_view text, bool parse_special) const { - auto cps = unicode::decode_utf8(text); - if (!cps) return std::unexpected(std::string("input is not valid UTF-8")); - const std::u32string_view s(cps->data(), cps->size()); - - std::vector out; - size_t start = 0; - if (parse_special) { - // Leftmost-longest match of added tokens, as HF's AddedVocabulary does. - for (size_t i = 0; i < s.size();) { - const std::pair* hit = nullptr; - for (const auto& a : added_) - if (s.substr(i, a.first.size()) == a.first) { - hit = &a; - break; - } - if (!hit) { - ++i; - continue; - } - encode_plain(s.substr(start, i - start), out); - out.push_back(hit->second); - i += hit->first.size(); - start = i; - } - } - encode_plain(s.substr(start), out); - return out; -} - -std::expected Tokenizer::decode(std::span ids, bool skip_special) const { - std::string out; - for (int32_t id : ids) { - if (id < 0 || size_t(id) >= tokens_.size()) return std::unexpected(std::format("token id {} out of range", id)); - const int32_t type = token_type_[size_t(id)]; - if (type == kTypeControl || type == kTypeUserDefined) { - if (!(skip_special && type == kTypeControl)) out += tokens_[size_t(id)]; - continue; - } - auto cps = unicode::decode_utf8(tokens_[size_t(id)]); - if (!cps) return std::unexpected(std::format("token {} is not valid UTF-8", id)); - for (char32_t cp : *cps) { - auto it = unicode_to_byte_.find(cp); - if (it == unicode_to_byte_.end()) return std::unexpected(std::format("token {} is not byte-level", id)); - out += char(it->second); - } - } - return out; -} - -} // namespace onebit diff --git a/engine/core/tokenizer.h b/engine/core/tokenizer.h deleted file mode 100644 index 74dc516b..00000000 --- a/engine/core/tokenizer.h +++ /dev/null @@ -1,71 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -// tokenizer.h: byte-level BPE tokenizer read from GGUF metadata. -// -// Mirrors the HF `tokenizers` pipeline for the pre-tokenizers listed in -// docs/tokenizer.md: added-token split, NFC, regex split, byte-level mapping, -// BPE merges. Other tokenizer.ggml.pre values are refused, not approximated. -#pragma once - -#include -#include -#include -#include -#include -#include -#include - -#include "gguf.h" - -namespace onebit { - -class Tokenizer { -public: - static std::expected from_gguf(const GgufFile& f); - - // parse_special: recognise added tokens such as <|im_start|> in the text - // (the HF default). When false they are tokenized as plain text. - std::expected, std::string> encode(std::string_view text, bool parse_special = true) const; - - // skip_special drops control tokens (token_type CONTROL) from the output. - std::expected decode(std::span ids, bool skip_special = false) const; - - // NFC + pre-token split + byte-level mapping, without added-token - // handling or BPE. Exposed so the split can be tested on its own. - std::expected, std::string> pre_tokenize(std::string_view text) const; - - size_t n_vocab() const { return tokens_.size(); } - int32_t bos_id() const { return bos_; } - int32_t eos_id() const { return eos_; } - const std::string& token_text(int32_t id) const { return tokens_.at(size_t(id)); } - -private: - Tokenizer() = default; - - void split(std::u32string_view text, std::vector& pieces) const; - void encode_plain(std::u32string_view text, std::vector& out) const; - void bpe(const std::string& piece, std::vector& out) const; - - std::vector tokens_; - std::vector token_type_; - std::unordered_map token_id_; - std::unordered_map merge_rank_; // "left right" -> rank - std::vector> added_; // sorted longest first - std::string byte_to_unicode_[256]; // byte -> UTF-8 of its mapped code point - std::unordered_map unicode_to_byte_; - int32_t bos_ = -1, eos_ = -1; -}; - -} // namespace onebit diff --git a/engine/core/unicode.cpp b/engine/core/unicode.cpp deleted file mode 100644 index 248b5680..00000000 --- a/engine/core/unicode.cpp +++ /dev/null @@ -1,191 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -#include "unicode.h" - -#include -#include -#include - -namespace onebit::unicode { - -namespace { - -#include "unicode_tables.inc" - -bool in_ranges(std::span table, char32_t cp) { - auto it = std::upper_bound(table.begin(), table.end(), uint32_t(cp), - [](uint32_t v, const uint32_t(&r)[2]) { return v < r[0]; }); - if (it == table.begin()) return false; - --it; - return cp <= (*it)[1]; -} - -uint8_t ccc(char32_t cp) { - if (cp < 0x300) return 0; - std::span table(kCccRanges); - auto it = std::upper_bound(table.begin(), table.end(), uint32_t(cp), - [](uint32_t v, const uint32_t(&r)[3]) { return v < r[0]; }); - if (it == table.begin()) return 0; - --it; - return cp <= (*it)[1] ? uint8_t((*it)[2]) : 0; -} - -// Hangul syllable algorithm constants (Unicode ch. 3.12). -constexpr char32_t kSBase = 0xAC00, kLBase = 0x1100, kVBase = 0x1161, kTBase = 0x11A7; -constexpr uint32_t kLCount = 19, kVCount = 21, kTCount = 28, kNCount = kVCount * kTCount, kSCount = kLCount * kNCount; - -void decompose(char32_t cp, std::vector& out) { - if (cp >= kSBase && cp < kSBase + kSCount) { - const uint32_t s = cp - kSBase; - out.push_back(kLBase + s / kNCount); - out.push_back(kVBase + (s % kNCount) / kTCount); - if (s % kTCount) out.push_back(kTBase + s % kTCount); - return; - } - auto it = std::lower_bound(std::begin(kDecomp), std::end(kDecomp), uint32_t(cp), - [](const DecompEntry& e, uint32_t v) { return e.cp < v; }); - if (it != std::end(kDecomp) && it->cp == cp) { - out.insert(out.end(), kDecompData + it->offset, kDecompData + it->offset + it->len); - } else { - out.push_back(cp); - } -} - -std::optional compose_pair(char32_t a, char32_t b) { - if (a >= kLBase && a < kLBase + kLCount && b >= kVBase && b < kVBase + kVCount) - return kSBase + ((a - kLBase) * kVCount + (b - kVBase)) * kTCount; - if (a >= kSBase && a < kSBase + kSCount && (a - kSBase) % kTCount == 0 && b > kTBase && b < kTBase + kTCount) - return a + (b - kTBase); - const uint64_t key = uint64_t(a) << 21 | b; - auto it = std::lower_bound(std::begin(kCompose), std::end(kCompose), key, - [](const ComposeEntry& e, uint64_t v) { return e.key < v; }); - if (it != std::end(kCompose) && it->key == key) return it->composite; - return std::nullopt; -} - -} // namespace - -std::optional> decode_utf8(std::string_view s) { - std::vector out; - out.reserve(s.size()); - for (size_t i = 0; i < s.size();) { - const auto b0 = static_cast(s[i]); - size_t n; - char32_t cp, min; - if (b0 < 0x80) { n = 1; cp = b0; min = 0; } - else if ((b0 & 0xE0) == 0xC0) { n = 2; cp = b0 & 0x1F; min = 0x80; } - else if ((b0 & 0xF0) == 0xE0) { n = 3; cp = b0 & 0x0F; min = 0x800; } - else if ((b0 & 0xF8) == 0xF0) { n = 4; cp = b0 & 0x07; min = 0x10000; } - else return std::nullopt; - if (i + n > s.size()) return std::nullopt; - for (size_t k = 1; k < n; ++k) { - const auto b = static_cast(s[i + k]); - if ((b & 0xC0) != 0x80) return std::nullopt; - cp = cp << 6 | (b & 0x3F); - } - if (cp < min || cp > 0x10FFFF || (cp >= 0xD800 && cp <= 0xDFFF)) return std::nullopt; - out.push_back(cp); - i += n; - } - return out; -} - -void append_utf8(std::string& out, char32_t cp) { - if (cp < 0x80) { - out += char(cp); - } else if (cp < 0x800) { - out += char(0xC0 | cp >> 6); - out += char(0x80 | (cp & 0x3F)); - } else if (cp < 0x10000) { - out += char(0xE0 | cp >> 12); - out += char(0x80 | (cp >> 6 & 0x3F)); - out += char(0x80 | (cp & 0x3F)); - } else { - out += char(0xF0 | cp >> 18); - out += char(0x80 | (cp >> 12 & 0x3F)); - out += char(0x80 | (cp >> 6 & 0x3F)); - out += char(0x80 | (cp & 0x3F)); - } -} - -std::string encode_utf8(const std::vector& cps) { - std::string out; - out.reserve(cps.size()); - for (char32_t cp : cps) append_utf8(out, cp); - return out; -} - -bool is_letter(char32_t cp) { - if (cp < 0x80) return (cp | 0x20) >= 'a' && (cp | 0x20) <= 'z'; - return in_ranges(kLetterRanges, cp); -} - -bool is_number(char32_t cp) { - if (cp < 0x80) return cp >= '0' && cp <= '9'; - return in_ranges(kNumberRanges, cp); -} - -bool is_whitespace(char32_t cp) { - switch (cp) { - case 0x09: case 0x0A: case 0x0B: case 0x0C: case 0x0D: case 0x20: case 0x85: case 0xA0: - case 0x1680: case 0x2028: case 0x2029: case 0x202F: case 0x205F: case 0x3000: - return true; - default: - return cp >= 0x2000 && cp <= 0x200A; - } -} - -std::vector nfc(const std::vector& in) { - // Fast path: nothing below U+0300 decomposes or combines with a predecessor. - if (std::all_of(in.begin(), in.end(), [](char32_t c) { return c < 0x300; })) return in; - - std::vector d; - d.reserve(in.size() + 8); - for (char32_t cp : in) decompose(cp, d); - - // Canonical ordering: stable sort each run of non-starters by combining class. - for (size_t i = 0; i < d.size();) { - if (ccc(d[i]) == 0) { ++i; continue; } - size_t j = i; - while (j < d.size() && ccc(d[j]) != 0) ++j; - std::stable_sort(d.begin() + i, d.begin() + j, [](char32_t a, char32_t b) { return ccc(a) < ccc(b); }); - i = j; - } - - // Canonical composition. - std::vector out; - out.reserve(d.size()); - size_t starter = SIZE_MAX; // index in out of the last starter - int last_ccc = -1; // ccc of the last character appended after the starter - for (char32_t cp : d) { - const int c = ccc(cp); - if (starter != SIZE_MAX && (last_ccc < c || (last_ccc == 0 && out.size() == starter + 1))) { - if (auto comp = compose_pair(out[starter], cp)) { - out[starter] = *comp; - continue; - } - } - if (c == 0) { - starter = out.size(); - last_ccc = 0; - } else { - last_ccc = c; - } - out.push_back(cp); - } - return out; -} - -} // namespace onebit::unicode diff --git a/engine/core/unicode.h b/engine/core/unicode.h deleted file mode 100644 index 6ae5db95..00000000 --- a/engine/core/unicode.h +++ /dev/null @@ -1,41 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -// unicode.h: UTF-8 codec, character classes and NFC normalization. -// -// Tables come from tools/gen_unicode_tables.py (Python unicodedata); the -// version is recorded at the top of unicode_tables.inc. -#pragma once - -#include -#include -#include -#include -#include - -namespace onebit::unicode { - -// Decodes UTF-8; nullopt on any malformed, overlong or surrogate sequence. -std::optional> decode_utf8(std::string_view s); -void append_utf8(std::string& out, char32_t cp); -std::string encode_utf8(const std::vector& cps); - -bool is_letter(char32_t cp); // general category L* -bool is_number(char32_t cp); // general category N* -bool is_whitespace(char32_t cp); // Unicode White_Space property - -// Canonical composition (NFC) of a code point sequence. -std::vector nfc(const std::vector& in); - -} // namespace onebit::unicode diff --git a/engine/core/unicode_tables.inc b/engine/core/unicode_tables.inc deleted file mode 100644 index f55e0aa3..00000000 --- a/engine/core/unicode_tables.inc +++ /dev/null @@ -1,4575 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -// Generated by tools/gen_unicode_tables.py from Python unicodedata 16.0.0. Do not edit. -// clang-format off -constexpr uint32_t kLetterRanges[][2] = { - {0x41, 0x5A}, - {0x61, 0x7A}, - {0xAA, 0xAA}, - {0xB5, 0xB5}, - {0xBA, 0xBA}, - {0xC0, 0xD6}, - {0xD8, 0xF6}, - {0xF8, 0x2C1}, - {0x2C6, 0x2D1}, - {0x2E0, 0x2E4}, - {0x2EC, 0x2EC}, - {0x2EE, 0x2EE}, - {0x370, 0x374}, - {0x376, 0x377}, - {0x37A, 0x37D}, - {0x37F, 0x37F}, - {0x386, 0x386}, - {0x388, 0x38A}, - {0x38C, 0x38C}, - {0x38E, 0x3A1}, - {0x3A3, 0x3F5}, - {0x3F7, 0x481}, - {0x48A, 0x52F}, - {0x531, 0x556}, - {0x559, 0x559}, - {0x560, 0x588}, - {0x5D0, 0x5EA}, - {0x5EF, 0x5F2}, - {0x620, 0x64A}, - {0x66E, 0x66F}, - {0x671, 0x6D3}, - {0x6D5, 0x6D5}, - {0x6E5, 0x6E6}, - {0x6EE, 0x6EF}, - {0x6FA, 0x6FC}, - {0x6FF, 0x6FF}, - {0x710, 0x710}, - {0x712, 0x72F}, - {0x74D, 0x7A5}, - {0x7B1, 0x7B1}, - {0x7CA, 0x7EA}, - {0x7F4, 0x7F5}, - {0x7FA, 0x7FA}, - {0x800, 0x815}, - {0x81A, 0x81A}, - {0x824, 0x824}, - {0x828, 0x828}, - {0x840, 0x858}, - {0x860, 0x86A}, - {0x870, 0x887}, - {0x889, 0x88E}, - {0x8A0, 0x8C9}, - {0x904, 0x939}, - {0x93D, 0x93D}, - {0x950, 0x950}, - {0x958, 0x961}, - {0x971, 0x980}, - {0x985, 0x98C}, - {0x98F, 0x990}, - {0x993, 0x9A8}, - {0x9AA, 0x9B0}, - {0x9B2, 0x9B2}, - {0x9B6, 0x9B9}, - {0x9BD, 0x9BD}, - {0x9CE, 0x9CE}, - {0x9DC, 0x9DD}, - {0x9DF, 0x9E1}, - {0x9F0, 0x9F1}, - {0x9FC, 0x9FC}, - {0xA05, 0xA0A}, - {0xA0F, 0xA10}, - {0xA13, 0xA28}, - {0xA2A, 0xA30}, - {0xA32, 0xA33}, - {0xA35, 0xA36}, - {0xA38, 0xA39}, - {0xA59, 0xA5C}, - {0xA5E, 0xA5E}, - {0xA72, 0xA74}, - {0xA85, 0xA8D}, - {0xA8F, 0xA91}, - {0xA93, 0xAA8}, - {0xAAA, 0xAB0}, - {0xAB2, 0xAB3}, - {0xAB5, 0xAB9}, - {0xABD, 0xABD}, - {0xAD0, 0xAD0}, - {0xAE0, 0xAE1}, - {0xAF9, 0xAF9}, - {0xB05, 0xB0C}, - {0xB0F, 0xB10}, - {0xB13, 0xB28}, - {0xB2A, 0xB30}, - {0xB32, 0xB33}, - {0xB35, 0xB39}, - {0xB3D, 0xB3D}, - {0xB5C, 0xB5D}, - {0xB5F, 0xB61}, - {0xB71, 0xB71}, - {0xB83, 0xB83}, - {0xB85, 0xB8A}, - {0xB8E, 0xB90}, - {0xB92, 0xB95}, - {0xB99, 0xB9A}, - {0xB9C, 0xB9C}, - {0xB9E, 0xB9F}, - {0xBA3, 0xBA4}, - {0xBA8, 0xBAA}, - {0xBAE, 0xBB9}, - {0xBD0, 0xBD0}, - {0xC05, 0xC0C}, - {0xC0E, 0xC10}, - {0xC12, 0xC28}, - {0xC2A, 0xC39}, - {0xC3D, 0xC3D}, - {0xC58, 0xC5A}, - {0xC5D, 0xC5D}, - {0xC60, 0xC61}, - {0xC80, 0xC80}, - {0xC85, 0xC8C}, - {0xC8E, 0xC90}, - {0xC92, 0xCA8}, - {0xCAA, 0xCB3}, - {0xCB5, 0xCB9}, - {0xCBD, 0xCBD}, - {0xCDD, 0xCDE}, - {0xCE0, 0xCE1}, - {0xCF1, 0xCF2}, - {0xD04, 0xD0C}, - {0xD0E, 0xD10}, - {0xD12, 0xD3A}, - {0xD3D, 0xD3D}, - {0xD4E, 0xD4E}, - {0xD54, 0xD56}, - {0xD5F, 0xD61}, - {0xD7A, 0xD7F}, - {0xD85, 0xD96}, - {0xD9A, 0xDB1}, - {0xDB3, 0xDBB}, - {0xDBD, 0xDBD}, - {0xDC0, 0xDC6}, - {0xE01, 0xE30}, - {0xE32, 0xE33}, - {0xE40, 0xE46}, - {0xE81, 0xE82}, - {0xE84, 0xE84}, - {0xE86, 0xE8A}, - {0xE8C, 0xEA3}, - {0xEA5, 0xEA5}, - {0xEA7, 0xEB0}, - {0xEB2, 0xEB3}, - {0xEBD, 0xEBD}, - {0xEC0, 0xEC4}, - {0xEC6, 0xEC6}, - {0xEDC, 0xEDF}, - {0xF00, 0xF00}, - {0xF40, 0xF47}, - {0xF49, 0xF6C}, - {0xF88, 0xF8C}, - {0x1000, 0x102A}, - {0x103F, 0x103F}, - {0x1050, 0x1055}, - {0x105A, 0x105D}, - {0x1061, 0x1061}, - {0x1065, 0x1066}, - {0x106E, 0x1070}, - {0x1075, 0x1081}, - {0x108E, 0x108E}, - {0x10A0, 0x10C5}, - {0x10C7, 0x10C7}, - {0x10CD, 0x10CD}, - {0x10D0, 0x10FA}, - {0x10FC, 0x1248}, - {0x124A, 0x124D}, - {0x1250, 0x1256}, - {0x1258, 0x1258}, - {0x125A, 0x125D}, - {0x1260, 0x1288}, - {0x128A, 0x128D}, - {0x1290, 0x12B0}, - {0x12B2, 0x12B5}, - {0x12B8, 0x12BE}, - {0x12C0, 0x12C0}, - {0x12C2, 0x12C5}, - {0x12C8, 0x12D6}, - {0x12D8, 0x1310}, - {0x1312, 0x1315}, - {0x1318, 0x135A}, - {0x1380, 0x138F}, - {0x13A0, 0x13F5}, - {0x13F8, 0x13FD}, - {0x1401, 0x166C}, - {0x166F, 0x167F}, - {0x1681, 0x169A}, - {0x16A0, 0x16EA}, - {0x16F1, 0x16F8}, - {0x1700, 0x1711}, - {0x171F, 0x1731}, - {0x1740, 0x1751}, - {0x1760, 0x176C}, - {0x176E, 0x1770}, - {0x1780, 0x17B3}, - {0x17D7, 0x17D7}, - {0x17DC, 0x17DC}, - {0x1820, 0x1878}, - {0x1880, 0x1884}, - {0x1887, 0x18A8}, - {0x18AA, 0x18AA}, - {0x18B0, 0x18F5}, - {0x1900, 0x191E}, - {0x1950, 0x196D}, - {0x1970, 0x1974}, - {0x1980, 0x19AB}, - {0x19B0, 0x19C9}, - {0x1A00, 0x1A16}, - {0x1A20, 0x1A54}, - {0x1AA7, 0x1AA7}, - {0x1B05, 0x1B33}, - {0x1B45, 0x1B4C}, - {0x1B83, 0x1BA0}, - {0x1BAE, 0x1BAF}, - {0x1BBA, 0x1BE5}, - {0x1C00, 0x1C23}, - {0x1C4D, 0x1C4F}, - {0x1C5A, 0x1C7D}, - {0x1C80, 0x1C8A}, - {0x1C90, 0x1CBA}, - {0x1CBD, 0x1CBF}, - {0x1CE9, 0x1CEC}, - {0x1CEE, 0x1CF3}, - {0x1CF5, 0x1CF6}, - {0x1CFA, 0x1CFA}, - {0x1D00, 0x1DBF}, - {0x1E00, 0x1F15}, - {0x1F18, 0x1F1D}, - {0x1F20, 0x1F45}, - {0x1F48, 0x1F4D}, - {0x1F50, 0x1F57}, - {0x1F59, 0x1F59}, - {0x1F5B, 0x1F5B}, - {0x1F5D, 0x1F5D}, - {0x1F5F, 0x1F7D}, - {0x1F80, 0x1FB4}, - {0x1FB6, 0x1FBC}, - {0x1FBE, 0x1FBE}, - {0x1FC2, 0x1FC4}, - {0x1FC6, 0x1FCC}, - {0x1FD0, 0x1FD3}, - {0x1FD6, 0x1FDB}, - {0x1FE0, 0x1FEC}, - {0x1FF2, 0x1FF4}, - {0x1FF6, 0x1FFC}, - {0x2071, 0x2071}, - {0x207F, 0x207F}, - {0x2090, 0x209C}, - {0x2102, 0x2102}, - {0x2107, 0x2107}, - {0x210A, 0x2113}, - {0x2115, 0x2115}, - {0x2119, 0x211D}, - {0x2124, 0x2124}, - {0x2126, 0x2126}, - {0x2128, 0x2128}, - {0x212A, 0x212D}, - {0x212F, 0x2139}, - {0x213C, 0x213F}, - {0x2145, 0x2149}, - {0x214E, 0x214E}, - {0x2183, 0x2184}, - {0x2C00, 0x2CE4}, - {0x2CEB, 0x2CEE}, - {0x2CF2, 0x2CF3}, - {0x2D00, 0x2D25}, - {0x2D27, 0x2D27}, - {0x2D2D, 0x2D2D}, - {0x2D30, 0x2D67}, - {0x2D6F, 0x2D6F}, - {0x2D80, 0x2D96}, - {0x2DA0, 0x2DA6}, - {0x2DA8, 0x2DAE}, - {0x2DB0, 0x2DB6}, - {0x2DB8, 0x2DBE}, - {0x2DC0, 0x2DC6}, - {0x2DC8, 0x2DCE}, - {0x2DD0, 0x2DD6}, - {0x2DD8, 0x2DDE}, - {0x2E2F, 0x2E2F}, - {0x3005, 0x3006}, - {0x3031, 0x3035}, - {0x303B, 0x303C}, - {0x3041, 0x3096}, - {0x309D, 0x309F}, - {0x30A1, 0x30FA}, - {0x30FC, 0x30FF}, - {0x3105, 0x312F}, - {0x3131, 0x318E}, - {0x31A0, 0x31BF}, - {0x31F0, 0x31FF}, - {0x3400, 0x4DBF}, - {0x4E00, 0xA48C}, - {0xA4D0, 0xA4FD}, - {0xA500, 0xA60C}, - {0xA610, 0xA61F}, - {0xA62A, 0xA62B}, - {0xA640, 0xA66E}, - {0xA67F, 0xA69D}, - {0xA6A0, 0xA6E5}, - {0xA717, 0xA71F}, - {0xA722, 0xA788}, - {0xA78B, 0xA7CD}, - {0xA7D0, 0xA7D1}, - {0xA7D3, 0xA7D3}, - {0xA7D5, 0xA7DC}, - {0xA7F2, 0xA801}, - {0xA803, 0xA805}, - {0xA807, 0xA80A}, - {0xA80C, 0xA822}, - {0xA840, 0xA873}, - {0xA882, 0xA8B3}, - {0xA8F2, 0xA8F7}, - {0xA8FB, 0xA8FB}, - {0xA8FD, 0xA8FE}, - {0xA90A, 0xA925}, - {0xA930, 0xA946}, - {0xA960, 0xA97C}, - {0xA984, 0xA9B2}, - {0xA9CF, 0xA9CF}, - {0xA9E0, 0xA9E4}, - {0xA9E6, 0xA9EF}, - {0xA9FA, 0xA9FE}, - {0xAA00, 0xAA28}, - {0xAA40, 0xAA42}, - {0xAA44, 0xAA4B}, - {0xAA60, 0xAA76}, - {0xAA7A, 0xAA7A}, - {0xAA7E, 0xAAAF}, - {0xAAB1, 0xAAB1}, - {0xAAB5, 0xAAB6}, - {0xAAB9, 0xAABD}, - {0xAAC0, 0xAAC0}, - {0xAAC2, 0xAAC2}, - {0xAADB, 0xAADD}, - {0xAAE0, 0xAAEA}, - {0xAAF2, 0xAAF4}, - {0xAB01, 0xAB06}, - {0xAB09, 0xAB0E}, - {0xAB11, 0xAB16}, - {0xAB20, 0xAB26}, - {0xAB28, 0xAB2E}, - {0xAB30, 0xAB5A}, - {0xAB5C, 0xAB69}, - {0xAB70, 0xABE2}, - {0xAC00, 0xD7A3}, - {0xD7B0, 0xD7C6}, - {0xD7CB, 0xD7FB}, - {0xF900, 0xFA6D}, - {0xFA70, 0xFAD9}, - {0xFB00, 0xFB06}, - {0xFB13, 0xFB17}, - {0xFB1D, 0xFB1D}, - {0xFB1F, 0xFB28}, - {0xFB2A, 0xFB36}, - {0xFB38, 0xFB3C}, - {0xFB3E, 0xFB3E}, - {0xFB40, 0xFB41}, - {0xFB43, 0xFB44}, - {0xFB46, 0xFBB1}, - {0xFBD3, 0xFD3D}, - {0xFD50, 0xFD8F}, - {0xFD92, 0xFDC7}, - {0xFDF0, 0xFDFB}, - {0xFE70, 0xFE74}, - {0xFE76, 0xFEFC}, - {0xFF21, 0xFF3A}, - {0xFF41, 0xFF5A}, - {0xFF66, 0xFFBE}, - {0xFFC2, 0xFFC7}, - {0xFFCA, 0xFFCF}, - {0xFFD2, 0xFFD7}, - {0xFFDA, 0xFFDC}, - {0x10000, 0x1000B}, - {0x1000D, 0x10026}, - {0x10028, 0x1003A}, - {0x1003C, 0x1003D}, - {0x1003F, 0x1004D}, - {0x10050, 0x1005D}, - {0x10080, 0x100FA}, - {0x10280, 0x1029C}, - {0x102A0, 0x102D0}, - {0x10300, 0x1031F}, - {0x1032D, 0x10340}, - {0x10342, 0x10349}, - {0x10350, 0x10375}, - {0x10380, 0x1039D}, - {0x103A0, 0x103C3}, - {0x103C8, 0x103CF}, - {0x10400, 0x1049D}, - {0x104B0, 0x104D3}, - {0x104D8, 0x104FB}, - {0x10500, 0x10527}, - {0x10530, 0x10563}, - {0x10570, 0x1057A}, - {0x1057C, 0x1058A}, - {0x1058C, 0x10592}, - {0x10594, 0x10595}, - {0x10597, 0x105A1}, - {0x105A3, 0x105B1}, - {0x105B3, 0x105B9}, - {0x105BB, 0x105BC}, - {0x105C0, 0x105F3}, - {0x10600, 0x10736}, - {0x10740, 0x10755}, - {0x10760, 0x10767}, - {0x10780, 0x10785}, - {0x10787, 0x107B0}, - {0x107B2, 0x107BA}, - {0x10800, 0x10805}, - {0x10808, 0x10808}, - {0x1080A, 0x10835}, - {0x10837, 0x10838}, - {0x1083C, 0x1083C}, - {0x1083F, 0x10855}, - {0x10860, 0x10876}, - {0x10880, 0x1089E}, - {0x108E0, 0x108F2}, - {0x108F4, 0x108F5}, - {0x10900, 0x10915}, - {0x10920, 0x10939}, - {0x10980, 0x109B7}, - {0x109BE, 0x109BF}, - {0x10A00, 0x10A00}, - {0x10A10, 0x10A13}, - {0x10A15, 0x10A17}, - {0x10A19, 0x10A35}, - {0x10A60, 0x10A7C}, - {0x10A80, 0x10A9C}, - {0x10AC0, 0x10AC7}, - {0x10AC9, 0x10AE4}, - {0x10B00, 0x10B35}, - {0x10B40, 0x10B55}, - {0x10B60, 0x10B72}, - {0x10B80, 0x10B91}, - {0x10C00, 0x10C48}, - {0x10C80, 0x10CB2}, - {0x10CC0, 0x10CF2}, - {0x10D00, 0x10D23}, - {0x10D4A, 0x10D65}, - {0x10D6F, 0x10D85}, - {0x10E80, 0x10EA9}, - {0x10EB0, 0x10EB1}, - {0x10EC2, 0x10EC4}, - {0x10F00, 0x10F1C}, - {0x10F27, 0x10F27}, - {0x10F30, 0x10F45}, - {0x10F70, 0x10F81}, - {0x10FB0, 0x10FC4}, - {0x10FE0, 0x10FF6}, - {0x11003, 0x11037}, - {0x11071, 0x11072}, - {0x11075, 0x11075}, - {0x11083, 0x110AF}, - {0x110D0, 0x110E8}, - {0x11103, 0x11126}, - {0x11144, 0x11144}, - {0x11147, 0x11147}, - {0x11150, 0x11172}, - {0x11176, 0x11176}, - {0x11183, 0x111B2}, - {0x111C1, 0x111C4}, - {0x111DA, 0x111DA}, - {0x111DC, 0x111DC}, - {0x11200, 0x11211}, - {0x11213, 0x1122B}, - {0x1123F, 0x11240}, - {0x11280, 0x11286}, - {0x11288, 0x11288}, - {0x1128A, 0x1128D}, - {0x1128F, 0x1129D}, - {0x1129F, 0x112A8}, - {0x112B0, 0x112DE}, - {0x11305, 0x1130C}, - {0x1130F, 0x11310}, - {0x11313, 0x11328}, - {0x1132A, 0x11330}, - {0x11332, 0x11333}, - {0x11335, 0x11339}, - {0x1133D, 0x1133D}, - {0x11350, 0x11350}, - {0x1135D, 0x11361}, - {0x11380, 0x11389}, - {0x1138B, 0x1138B}, - {0x1138E, 0x1138E}, - {0x11390, 0x113B5}, - {0x113B7, 0x113B7}, - {0x113D1, 0x113D1}, - {0x113D3, 0x113D3}, - {0x11400, 0x11434}, - {0x11447, 0x1144A}, - {0x1145F, 0x11461}, - {0x11480, 0x114AF}, - {0x114C4, 0x114C5}, - {0x114C7, 0x114C7}, - {0x11580, 0x115AE}, - {0x115D8, 0x115DB}, - {0x11600, 0x1162F}, - {0x11644, 0x11644}, - {0x11680, 0x116AA}, - {0x116B8, 0x116B8}, - {0x11700, 0x1171A}, - {0x11740, 0x11746}, - {0x11800, 0x1182B}, - {0x118A0, 0x118DF}, - {0x118FF, 0x11906}, - {0x11909, 0x11909}, - {0x1190C, 0x11913}, - {0x11915, 0x11916}, - {0x11918, 0x1192F}, - {0x1193F, 0x1193F}, - {0x11941, 0x11941}, - {0x119A0, 0x119A7}, - {0x119AA, 0x119D0}, - {0x119E1, 0x119E1}, - {0x119E3, 0x119E3}, - {0x11A00, 0x11A00}, - {0x11A0B, 0x11A32}, - {0x11A3A, 0x11A3A}, - {0x11A50, 0x11A50}, - {0x11A5C, 0x11A89}, - {0x11A9D, 0x11A9D}, - {0x11AB0, 0x11AF8}, - {0x11BC0, 0x11BE0}, - {0x11C00, 0x11C08}, - {0x11C0A, 0x11C2E}, - {0x11C40, 0x11C40}, - {0x11C72, 0x11C8F}, - {0x11D00, 0x11D06}, - {0x11D08, 0x11D09}, - {0x11D0B, 0x11D30}, - {0x11D46, 0x11D46}, - {0x11D60, 0x11D65}, - {0x11D67, 0x11D68}, - {0x11D6A, 0x11D89}, - {0x11D98, 0x11D98}, - {0x11EE0, 0x11EF2}, - {0x11F02, 0x11F02}, - {0x11F04, 0x11F10}, - {0x11F12, 0x11F33}, - {0x11FB0, 0x11FB0}, - {0x12000, 0x12399}, - {0x12480, 0x12543}, - {0x12F90, 0x12FF0}, - {0x13000, 0x1342F}, - {0x13441, 0x13446}, - {0x13460, 0x143FA}, - {0x14400, 0x14646}, - {0x16100, 0x1611D}, - {0x16800, 0x16A38}, - {0x16A40, 0x16A5E}, - {0x16A70, 0x16ABE}, - {0x16AD0, 0x16AED}, - {0x16B00, 0x16B2F}, - {0x16B40, 0x16B43}, - {0x16B63, 0x16B77}, - {0x16B7D, 0x16B8F}, - {0x16D40, 0x16D6C}, - {0x16E40, 0x16E7F}, - {0x16F00, 0x16F4A}, - {0x16F50, 0x16F50}, - {0x16F93, 0x16F9F}, - {0x16FE0, 0x16FE1}, - {0x16FE3, 0x16FE3}, - {0x17000, 0x187F7}, - {0x18800, 0x18CD5}, - {0x18CFF, 0x18D08}, - {0x1AFF0, 0x1AFF3}, - {0x1AFF5, 0x1AFFB}, - {0x1AFFD, 0x1AFFE}, - {0x1B000, 0x1B122}, - {0x1B132, 0x1B132}, - {0x1B150, 0x1B152}, - {0x1B155, 0x1B155}, - {0x1B164, 0x1B167}, - {0x1B170, 0x1B2FB}, - {0x1BC00, 0x1BC6A}, - {0x1BC70, 0x1BC7C}, - {0x1BC80, 0x1BC88}, - {0x1BC90, 0x1BC99}, - {0x1D400, 0x1D454}, - {0x1D456, 0x1D49C}, - {0x1D49E, 0x1D49F}, - {0x1D4A2, 0x1D4A2}, - {0x1D4A5, 0x1D4A6}, - {0x1D4A9, 0x1D4AC}, - {0x1D4AE, 0x1D4B9}, - {0x1D4BB, 0x1D4BB}, - {0x1D4BD, 0x1D4C3}, - {0x1D4C5, 0x1D505}, - {0x1D507, 0x1D50A}, - {0x1D50D, 0x1D514}, - {0x1D516, 0x1D51C}, - {0x1D51E, 0x1D539}, - {0x1D53B, 0x1D53E}, - {0x1D540, 0x1D544}, - {0x1D546, 0x1D546}, - {0x1D54A, 0x1D550}, - {0x1D552, 0x1D6A5}, - {0x1D6A8, 0x1D6C0}, - {0x1D6C2, 0x1D6DA}, - {0x1D6DC, 0x1D6FA}, - {0x1D6FC, 0x1D714}, - {0x1D716, 0x1D734}, - {0x1D736, 0x1D74E}, - {0x1D750, 0x1D76E}, - {0x1D770, 0x1D788}, - {0x1D78A, 0x1D7A8}, - {0x1D7AA, 0x1D7C2}, - {0x1D7C4, 0x1D7CB}, - {0x1DF00, 0x1DF1E}, - {0x1DF25, 0x1DF2A}, - {0x1E030, 0x1E06D}, - {0x1E100, 0x1E12C}, - {0x1E137, 0x1E13D}, - {0x1E14E, 0x1E14E}, - {0x1E290, 0x1E2AD}, - {0x1E2C0, 0x1E2EB}, - {0x1E4D0, 0x1E4EB}, - {0x1E5D0, 0x1E5ED}, - {0x1E5F0, 0x1E5F0}, - {0x1E7E0, 0x1E7E6}, - {0x1E7E8, 0x1E7EB}, - {0x1E7ED, 0x1E7EE}, - {0x1E7F0, 0x1E7FE}, - {0x1E800, 0x1E8C4}, - {0x1E900, 0x1E943}, - {0x1E94B, 0x1E94B}, - {0x1EE00, 0x1EE03}, - {0x1EE05, 0x1EE1F}, - {0x1EE21, 0x1EE22}, - {0x1EE24, 0x1EE24}, - {0x1EE27, 0x1EE27}, - {0x1EE29, 0x1EE32}, - {0x1EE34, 0x1EE37}, - {0x1EE39, 0x1EE39}, - {0x1EE3B, 0x1EE3B}, - {0x1EE42, 0x1EE42}, - {0x1EE47, 0x1EE47}, - {0x1EE49, 0x1EE49}, - {0x1EE4B, 0x1EE4B}, - {0x1EE4D, 0x1EE4F}, - {0x1EE51, 0x1EE52}, - {0x1EE54, 0x1EE54}, - {0x1EE57, 0x1EE57}, - {0x1EE59, 0x1EE59}, - {0x1EE5B, 0x1EE5B}, - {0x1EE5D, 0x1EE5D}, - {0x1EE5F, 0x1EE5F}, - {0x1EE61, 0x1EE62}, - {0x1EE64, 0x1EE64}, - {0x1EE67, 0x1EE6A}, - {0x1EE6C, 0x1EE72}, - {0x1EE74, 0x1EE77}, - {0x1EE79, 0x1EE7C}, - {0x1EE7E, 0x1EE7E}, - {0x1EE80, 0x1EE89}, - {0x1EE8B, 0x1EE9B}, - {0x1EEA1, 0x1EEA3}, - {0x1EEA5, 0x1EEA9}, - {0x1EEAB, 0x1EEBB}, - {0x20000, 0x2A6DF}, - {0x2A700, 0x2B739}, - {0x2B740, 0x2B81D}, - {0x2B820, 0x2CEA1}, - {0x2CEB0, 0x2EBE0}, - {0x2EBF0, 0x2EE5D}, - {0x2F800, 0x2FA1D}, - {0x30000, 0x3134A}, - {0x31350, 0x323AF}, -}; -constexpr uint32_t kNumberRanges[][2] = { - {0x30, 0x39}, - {0xB2, 0xB3}, - {0xB9, 0xB9}, - {0xBC, 0xBE}, - {0x660, 0x669}, - {0x6F0, 0x6F9}, - {0x7C0, 0x7C9}, - {0x966, 0x96F}, - {0x9E6, 0x9EF}, - {0x9F4, 0x9F9}, - {0xA66, 0xA6F}, - {0xAE6, 0xAEF}, - {0xB66, 0xB6F}, - {0xB72, 0xB77}, - {0xBE6, 0xBF2}, - {0xC66, 0xC6F}, - {0xC78, 0xC7E}, - {0xCE6, 0xCEF}, - {0xD58, 0xD5E}, - {0xD66, 0xD78}, - {0xDE6, 0xDEF}, - {0xE50, 0xE59}, - {0xED0, 0xED9}, - {0xF20, 0xF33}, - {0x1040, 0x1049}, - {0x1090, 0x1099}, - {0x1369, 0x137C}, - {0x16EE, 0x16F0}, - {0x17E0, 0x17E9}, - {0x17F0, 0x17F9}, - {0x1810, 0x1819}, - {0x1946, 0x194F}, - {0x19D0, 0x19DA}, - {0x1A80, 0x1A89}, - {0x1A90, 0x1A99}, - {0x1B50, 0x1B59}, - {0x1BB0, 0x1BB9}, - {0x1C40, 0x1C49}, - {0x1C50, 0x1C59}, - {0x2070, 0x2070}, - {0x2074, 0x2079}, - {0x2080, 0x2089}, - {0x2150, 0x2182}, - {0x2185, 0x2189}, - {0x2460, 0x249B}, - {0x24EA, 0x24FF}, - {0x2776, 0x2793}, - {0x2CFD, 0x2CFD}, - {0x3007, 0x3007}, - {0x3021, 0x3029}, - {0x3038, 0x303A}, - {0x3192, 0x3195}, - {0x3220, 0x3229}, - {0x3248, 0x324F}, - {0x3251, 0x325F}, - {0x3280, 0x3289}, - {0x32B1, 0x32BF}, - {0xA620, 0xA629}, - {0xA6E6, 0xA6EF}, - {0xA830, 0xA835}, - {0xA8D0, 0xA8D9}, - {0xA900, 0xA909}, - {0xA9D0, 0xA9D9}, - {0xA9F0, 0xA9F9}, - {0xAA50, 0xAA59}, - {0xABF0, 0xABF9}, - {0xFF10, 0xFF19}, - {0x10107, 0x10133}, - {0x10140, 0x10178}, - {0x1018A, 0x1018B}, - {0x102E1, 0x102FB}, - {0x10320, 0x10323}, - {0x10341, 0x10341}, - {0x1034A, 0x1034A}, - {0x103D1, 0x103D5}, - {0x104A0, 0x104A9}, - {0x10858, 0x1085F}, - {0x10879, 0x1087F}, - {0x108A7, 0x108AF}, - {0x108FB, 0x108FF}, - {0x10916, 0x1091B}, - {0x109BC, 0x109BD}, - {0x109C0, 0x109CF}, - {0x109D2, 0x109FF}, - {0x10A40, 0x10A48}, - {0x10A7D, 0x10A7E}, - {0x10A9D, 0x10A9F}, - {0x10AEB, 0x10AEF}, - {0x10B58, 0x10B5F}, - {0x10B78, 0x10B7F}, - {0x10BA9, 0x10BAF}, - {0x10CFA, 0x10CFF}, - {0x10D30, 0x10D39}, - {0x10D40, 0x10D49}, - {0x10E60, 0x10E7E}, - {0x10F1D, 0x10F26}, - {0x10F51, 0x10F54}, - {0x10FC5, 0x10FCB}, - {0x11052, 0x1106F}, - {0x110F0, 0x110F9}, - {0x11136, 0x1113F}, - {0x111D0, 0x111D9}, - {0x111E1, 0x111F4}, - {0x112F0, 0x112F9}, - {0x11450, 0x11459}, - {0x114D0, 0x114D9}, - {0x11650, 0x11659}, - {0x116C0, 0x116C9}, - {0x116D0, 0x116E3}, - {0x11730, 0x1173B}, - {0x118E0, 0x118F2}, - {0x11950, 0x11959}, - {0x11BF0, 0x11BF9}, - {0x11C50, 0x11C6C}, - {0x11D50, 0x11D59}, - {0x11DA0, 0x11DA9}, - {0x11F50, 0x11F59}, - {0x11FC0, 0x11FD4}, - {0x12400, 0x1246E}, - {0x16130, 0x16139}, - {0x16A60, 0x16A69}, - {0x16AC0, 0x16AC9}, - {0x16B50, 0x16B59}, - {0x16B5B, 0x16B61}, - {0x16D70, 0x16D79}, - {0x16E80, 0x16E96}, - {0x1CCF0, 0x1CCF9}, - {0x1D2C0, 0x1D2D3}, - {0x1D2E0, 0x1D2F3}, - {0x1D360, 0x1D378}, - {0x1D7CE, 0x1D7FF}, - {0x1E140, 0x1E149}, - {0x1E2F0, 0x1E2F9}, - {0x1E4F0, 0x1E4F9}, - {0x1E5F1, 0x1E5FA}, - {0x1E8C7, 0x1E8CF}, - {0x1E950, 0x1E959}, - {0x1EC71, 0x1ECAB}, - {0x1ECAD, 0x1ECAF}, - {0x1ECB1, 0x1ECB4}, - {0x1ED01, 0x1ED2D}, - {0x1ED2F, 0x1ED3D}, - {0x1F100, 0x1F10C}, - {0x1FBF0, 0x1FBF9}, -}; -constexpr uint32_t kCccRanges[][3] = { - {0x300, 0x314, 230}, - {0x315, 0x315, 232}, - {0x316, 0x319, 220}, - {0x31A, 0x31A, 232}, - {0x31B, 0x31B, 216}, - {0x31C, 0x320, 220}, - {0x321, 0x322, 202}, - {0x323, 0x326, 220}, - {0x327, 0x328, 202}, - {0x329, 0x333, 220}, - {0x334, 0x338, 1}, - {0x339, 0x33C, 220}, - {0x33D, 0x344, 230}, - {0x345, 0x345, 240}, - {0x346, 0x346, 230}, - {0x347, 0x349, 220}, - {0x34A, 0x34C, 230}, - {0x34D, 0x34E, 220}, - {0x350, 0x352, 230}, - {0x353, 0x356, 220}, - {0x357, 0x357, 230}, - {0x358, 0x358, 232}, - {0x359, 0x35A, 220}, - {0x35B, 0x35B, 230}, - {0x35C, 0x35C, 233}, - {0x35D, 0x35E, 234}, - {0x35F, 0x35F, 233}, - {0x360, 0x361, 234}, - {0x362, 0x362, 233}, - {0x363, 0x36F, 230}, - {0x483, 0x487, 230}, - {0x591, 0x591, 220}, - {0x592, 0x595, 230}, - {0x596, 0x596, 220}, - {0x597, 0x599, 230}, - {0x59A, 0x59A, 222}, - {0x59B, 0x59B, 220}, - {0x59C, 0x5A1, 230}, - {0x5A2, 0x5A7, 220}, - {0x5A8, 0x5A9, 230}, - {0x5AA, 0x5AA, 220}, - {0x5AB, 0x5AC, 230}, - {0x5AD, 0x5AD, 222}, - {0x5AE, 0x5AE, 228}, - {0x5AF, 0x5AF, 230}, - {0x5B0, 0x5B0, 10}, - {0x5B1, 0x5B1, 11}, - {0x5B2, 0x5B2, 12}, - {0x5B3, 0x5B3, 13}, - {0x5B4, 0x5B4, 14}, - {0x5B5, 0x5B5, 15}, - {0x5B6, 0x5B6, 16}, - {0x5B7, 0x5B7, 17}, - {0x5B8, 0x5B8, 18}, - {0x5B9, 0x5BA, 19}, - {0x5BB, 0x5BB, 20}, - {0x5BC, 0x5BC, 21}, - {0x5BD, 0x5BD, 22}, - {0x5BF, 0x5BF, 23}, - {0x5C1, 0x5C1, 24}, - {0x5C2, 0x5C2, 25}, - {0x5C4, 0x5C4, 230}, - {0x5C5, 0x5C5, 220}, - {0x5C7, 0x5C7, 18}, - {0x610, 0x617, 230}, - {0x618, 0x618, 30}, - {0x619, 0x619, 31}, - {0x61A, 0x61A, 32}, - {0x64B, 0x64B, 27}, - {0x64C, 0x64C, 28}, - {0x64D, 0x64D, 29}, - {0x64E, 0x64E, 30}, - {0x64F, 0x64F, 31}, - {0x650, 0x650, 32}, - {0x651, 0x651, 33}, - {0x652, 0x652, 34}, - {0x653, 0x654, 230}, - {0x655, 0x656, 220}, - {0x657, 0x65B, 230}, - {0x65C, 0x65C, 220}, - {0x65D, 0x65E, 230}, - {0x65F, 0x65F, 220}, - {0x670, 0x670, 35}, - {0x6D6, 0x6DC, 230}, - {0x6DF, 0x6E2, 230}, - {0x6E3, 0x6E3, 220}, - {0x6E4, 0x6E4, 230}, - {0x6E7, 0x6E8, 230}, - {0x6EA, 0x6EA, 220}, - {0x6EB, 0x6EC, 230}, - {0x6ED, 0x6ED, 220}, - {0x711, 0x711, 36}, - {0x730, 0x730, 230}, - {0x731, 0x731, 220}, - {0x732, 0x733, 230}, - {0x734, 0x734, 220}, - {0x735, 0x736, 230}, - {0x737, 0x739, 220}, - {0x73A, 0x73A, 230}, - {0x73B, 0x73C, 220}, - {0x73D, 0x73D, 230}, - {0x73E, 0x73E, 220}, - {0x73F, 0x741, 230}, - {0x742, 0x742, 220}, - {0x743, 0x743, 230}, - {0x744, 0x744, 220}, - {0x745, 0x745, 230}, - {0x746, 0x746, 220}, - {0x747, 0x747, 230}, - {0x748, 0x748, 220}, - {0x749, 0x74A, 230}, - {0x7EB, 0x7F1, 230}, - {0x7F2, 0x7F2, 220}, - {0x7F3, 0x7F3, 230}, - {0x7FD, 0x7FD, 220}, - {0x816, 0x819, 230}, - {0x81B, 0x823, 230}, - {0x825, 0x827, 230}, - {0x829, 0x82D, 230}, - {0x859, 0x85B, 220}, - {0x897, 0x898, 230}, - {0x899, 0x89B, 220}, - {0x89C, 0x89F, 230}, - {0x8CA, 0x8CE, 230}, - {0x8CF, 0x8D3, 220}, - {0x8D4, 0x8E1, 230}, - {0x8E3, 0x8E3, 220}, - {0x8E4, 0x8E5, 230}, - {0x8E6, 0x8E6, 220}, - {0x8E7, 0x8E8, 230}, - {0x8E9, 0x8E9, 220}, - {0x8EA, 0x8EC, 230}, - {0x8ED, 0x8EF, 220}, - {0x8F0, 0x8F0, 27}, - {0x8F1, 0x8F1, 28}, - {0x8F2, 0x8F2, 29}, - {0x8F3, 0x8F5, 230}, - {0x8F6, 0x8F6, 220}, - {0x8F7, 0x8F8, 230}, - {0x8F9, 0x8FA, 220}, - {0x8FB, 0x8FF, 230}, - {0x93C, 0x93C, 7}, - {0x94D, 0x94D, 9}, - {0x951, 0x951, 230}, - {0x952, 0x952, 220}, - {0x953, 0x954, 230}, - {0x9BC, 0x9BC, 7}, - {0x9CD, 0x9CD, 9}, - {0x9FE, 0x9FE, 230}, - {0xA3C, 0xA3C, 7}, - {0xA4D, 0xA4D, 9}, - {0xABC, 0xABC, 7}, - {0xACD, 0xACD, 9}, - {0xB3C, 0xB3C, 7}, - {0xB4D, 0xB4D, 9}, - {0xBCD, 0xBCD, 9}, - {0xC3C, 0xC3C, 7}, - {0xC4D, 0xC4D, 9}, - {0xC55, 0xC55, 84}, - {0xC56, 0xC56, 91}, - {0xCBC, 0xCBC, 7}, - {0xCCD, 0xCCD, 9}, - {0xD3B, 0xD3C, 9}, - {0xD4D, 0xD4D, 9}, - {0xDCA, 0xDCA, 9}, - {0xE38, 0xE39, 103}, - {0xE3A, 0xE3A, 9}, - {0xE48, 0xE4B, 107}, - {0xEB8, 0xEB9, 118}, - {0xEBA, 0xEBA, 9}, - {0xEC8, 0xECB, 122}, - {0xF18, 0xF19, 220}, - {0xF35, 0xF35, 220}, - {0xF37, 0xF37, 220}, - {0xF39, 0xF39, 216}, - {0xF71, 0xF71, 129}, - {0xF72, 0xF72, 130}, - {0xF74, 0xF74, 132}, - {0xF7A, 0xF7D, 130}, - {0xF80, 0xF80, 130}, - {0xF82, 0xF83, 230}, - {0xF84, 0xF84, 9}, - {0xF86, 0xF87, 230}, - {0xFC6, 0xFC6, 220}, - {0x1037, 0x1037, 7}, - {0x1039, 0x103A, 9}, - {0x108D, 0x108D, 220}, - {0x135D, 0x135F, 230}, - {0x1714, 0x1715, 9}, - {0x1734, 0x1734, 9}, - {0x17D2, 0x17D2, 9}, - {0x17DD, 0x17DD, 230}, - {0x18A9, 0x18A9, 228}, - {0x1939, 0x1939, 222}, - {0x193A, 0x193A, 230}, - {0x193B, 0x193B, 220}, - {0x1A17, 0x1A17, 230}, - {0x1A18, 0x1A18, 220}, - {0x1A60, 0x1A60, 9}, - {0x1A75, 0x1A7C, 230}, - {0x1A7F, 0x1A7F, 220}, - {0x1AB0, 0x1AB4, 230}, - {0x1AB5, 0x1ABA, 220}, - {0x1ABB, 0x1ABC, 230}, - {0x1ABD, 0x1ABD, 220}, - {0x1ABF, 0x1AC0, 220}, - {0x1AC1, 0x1AC2, 230}, - {0x1AC3, 0x1AC4, 220}, - {0x1AC5, 0x1AC9, 230}, - {0x1ACA, 0x1ACA, 220}, - {0x1ACB, 0x1ACE, 230}, - {0x1B34, 0x1B34, 7}, - {0x1B44, 0x1B44, 9}, - {0x1B6B, 0x1B6B, 230}, - {0x1B6C, 0x1B6C, 220}, - {0x1B6D, 0x1B73, 230}, - {0x1BAA, 0x1BAB, 9}, - {0x1BE6, 0x1BE6, 7}, - {0x1BF2, 0x1BF3, 9}, - {0x1C37, 0x1C37, 7}, - {0x1CD0, 0x1CD2, 230}, - {0x1CD4, 0x1CD4, 1}, - {0x1CD5, 0x1CD9, 220}, - {0x1CDA, 0x1CDB, 230}, - {0x1CDC, 0x1CDF, 220}, - {0x1CE0, 0x1CE0, 230}, - {0x1CE2, 0x1CE8, 1}, - {0x1CED, 0x1CED, 220}, - {0x1CF4, 0x1CF4, 230}, - {0x1CF8, 0x1CF9, 230}, - {0x1DC0, 0x1DC1, 230}, - {0x1DC2, 0x1DC2, 220}, - {0x1DC3, 0x1DC9, 230}, - {0x1DCA, 0x1DCA, 220}, - {0x1DCB, 0x1DCC, 230}, - {0x1DCD, 0x1DCD, 234}, - {0x1DCE, 0x1DCE, 214}, - {0x1DCF, 0x1DCF, 220}, - {0x1DD0, 0x1DD0, 202}, - {0x1DD1, 0x1DF5, 230}, - {0x1DF6, 0x1DF6, 232}, - {0x1DF7, 0x1DF8, 228}, - {0x1DF9, 0x1DF9, 220}, - {0x1DFA, 0x1DFA, 218}, - {0x1DFB, 0x1DFB, 230}, - {0x1DFC, 0x1DFC, 233}, - {0x1DFD, 0x1DFD, 220}, - {0x1DFE, 0x1DFE, 230}, - {0x1DFF, 0x1DFF, 220}, - {0x20D0, 0x20D1, 230}, - {0x20D2, 0x20D3, 1}, - {0x20D4, 0x20D7, 230}, - {0x20D8, 0x20DA, 1}, - {0x20DB, 0x20DC, 230}, - {0x20E1, 0x20E1, 230}, - {0x20E5, 0x20E6, 1}, - {0x20E7, 0x20E7, 230}, - {0x20E8, 0x20E8, 220}, - {0x20E9, 0x20E9, 230}, - {0x20EA, 0x20EB, 1}, - {0x20EC, 0x20EF, 220}, - {0x20F0, 0x20F0, 230}, - {0x2CEF, 0x2CF1, 230}, - {0x2D7F, 0x2D7F, 9}, - {0x2DE0, 0x2DFF, 230}, - {0x302A, 0x302A, 218}, - {0x302B, 0x302B, 228}, - {0x302C, 0x302C, 232}, - {0x302D, 0x302D, 222}, - {0x302E, 0x302F, 224}, - {0x3099, 0x309A, 8}, - {0xA66F, 0xA66F, 230}, - {0xA674, 0xA67D, 230}, - {0xA69E, 0xA69F, 230}, - {0xA6F0, 0xA6F1, 230}, - {0xA806, 0xA806, 9}, - {0xA82C, 0xA82C, 9}, - {0xA8C4, 0xA8C4, 9}, - {0xA8E0, 0xA8F1, 230}, - {0xA92B, 0xA92D, 220}, - {0xA953, 0xA953, 9}, - {0xA9B3, 0xA9B3, 7}, - {0xA9C0, 0xA9C0, 9}, - {0xAAB0, 0xAAB0, 230}, - {0xAAB2, 0xAAB3, 230}, - {0xAAB4, 0xAAB4, 220}, - {0xAAB7, 0xAAB8, 230}, - {0xAABE, 0xAABF, 230}, - {0xAAC1, 0xAAC1, 230}, - {0xAAF6, 0xAAF6, 9}, - {0xABED, 0xABED, 9}, - {0xFB1E, 0xFB1E, 26}, - {0xFE20, 0xFE26, 230}, - {0xFE27, 0xFE2D, 220}, - {0xFE2E, 0xFE2F, 230}, - {0x101FD, 0x101FD, 220}, - {0x102E0, 0x102E0, 220}, - {0x10376, 0x1037A, 230}, - {0x10A0D, 0x10A0D, 220}, - {0x10A0F, 0x10A0F, 230}, - {0x10A38, 0x10A38, 230}, - {0x10A39, 0x10A39, 1}, - {0x10A3A, 0x10A3A, 220}, - {0x10A3F, 0x10A3F, 9}, - {0x10AE5, 0x10AE5, 230}, - {0x10AE6, 0x10AE6, 220}, - {0x10D24, 0x10D27, 230}, - {0x10D69, 0x10D6D, 230}, - {0x10EAB, 0x10EAC, 230}, - {0x10EFD, 0x10EFF, 220}, - {0x10F46, 0x10F47, 220}, - {0x10F48, 0x10F4A, 230}, - {0x10F4B, 0x10F4B, 220}, - {0x10F4C, 0x10F4C, 230}, - {0x10F4D, 0x10F50, 220}, - {0x10F82, 0x10F82, 230}, - {0x10F83, 0x10F83, 220}, - {0x10F84, 0x10F84, 230}, - {0x10F85, 0x10F85, 220}, - {0x11046, 0x11046, 9}, - {0x11070, 0x11070, 9}, - {0x1107F, 0x1107F, 9}, - {0x110B9, 0x110B9, 9}, - {0x110BA, 0x110BA, 7}, - {0x11100, 0x11102, 230}, - {0x11133, 0x11134, 9}, - {0x11173, 0x11173, 7}, - {0x111C0, 0x111C0, 9}, - {0x111CA, 0x111CA, 7}, - {0x11235, 0x11235, 9}, - {0x11236, 0x11236, 7}, - {0x112E9, 0x112E9, 7}, - {0x112EA, 0x112EA, 9}, - {0x1133B, 0x1133C, 7}, - {0x1134D, 0x1134D, 9}, - {0x11366, 0x1136C, 230}, - {0x11370, 0x11374, 230}, - {0x113CE, 0x113D0, 9}, - {0x11442, 0x11442, 9}, - {0x11446, 0x11446, 7}, - {0x1145E, 0x1145E, 230}, - {0x114C2, 0x114C2, 9}, - {0x114C3, 0x114C3, 7}, - {0x115BF, 0x115BF, 9}, - {0x115C0, 0x115C0, 7}, - {0x1163F, 0x1163F, 9}, - {0x116B6, 0x116B6, 9}, - {0x116B7, 0x116B7, 7}, - {0x1172B, 0x1172B, 9}, - {0x11839, 0x11839, 9}, - {0x1183A, 0x1183A, 7}, - {0x1193D, 0x1193E, 9}, - {0x11943, 0x11943, 7}, - {0x119E0, 0x119E0, 9}, - {0x11A34, 0x11A34, 9}, - {0x11A47, 0x11A47, 9}, - {0x11A99, 0x11A99, 9}, - {0x11C3F, 0x11C3F, 9}, - {0x11D42, 0x11D42, 7}, - {0x11D44, 0x11D45, 9}, - {0x11D97, 0x11D97, 9}, - {0x11F41, 0x11F42, 9}, - {0x1612F, 0x1612F, 9}, - {0x16AF0, 0x16AF4, 1}, - {0x16B30, 0x16B36, 230}, - {0x16FF0, 0x16FF1, 6}, - {0x1BC9E, 0x1BC9E, 1}, - {0x1D165, 0x1D166, 216}, - {0x1D167, 0x1D169, 1}, - {0x1D16D, 0x1D16D, 226}, - {0x1D16E, 0x1D172, 216}, - {0x1D17B, 0x1D182, 220}, - {0x1D185, 0x1D189, 230}, - {0x1D18A, 0x1D18B, 220}, - {0x1D1AA, 0x1D1AD, 230}, - {0x1D242, 0x1D244, 230}, - {0x1E000, 0x1E006, 230}, - {0x1E008, 0x1E018, 230}, - {0x1E01B, 0x1E021, 230}, - {0x1E023, 0x1E024, 230}, - {0x1E026, 0x1E02A, 230}, - {0x1E08F, 0x1E08F, 230}, - {0x1E130, 0x1E136, 230}, - {0x1E2AE, 0x1E2AE, 230}, - {0x1E2EC, 0x1E2EF, 230}, - {0x1E4EC, 0x1E4ED, 232}, - {0x1E4EE, 0x1E4EE, 220}, - {0x1E4EF, 0x1E4EF, 230}, - {0x1E5EE, 0x1E5EE, 230}, - {0x1E5EF, 0x1E5EF, 220}, - {0x1E8D0, 0x1E8D6, 220}, - {0x1E944, 0x1E949, 230}, - {0x1E94A, 0x1E94A, 7}, -}; -struct DecompEntry { uint32_t cp; uint16_t offset; uint8_t len; }; -constexpr DecompEntry kDecomp[] = { - {0xC0, 0, 2}, - {0xC1, 2, 2}, - {0xC2, 4, 2}, - {0xC3, 6, 2}, - {0xC4, 8, 2}, - {0xC5, 10, 2}, - {0xC7, 12, 2}, - {0xC8, 14, 2}, - {0xC9, 16, 2}, - {0xCA, 18, 2}, - {0xCB, 20, 2}, - {0xCC, 22, 2}, - {0xCD, 24, 2}, - {0xCE, 26, 2}, - {0xCF, 28, 2}, - {0xD1, 30, 2}, - {0xD2, 32, 2}, - {0xD3, 34, 2}, - {0xD4, 36, 2}, - {0xD5, 38, 2}, - {0xD6, 40, 2}, - {0xD9, 42, 2}, - {0xDA, 44, 2}, - {0xDB, 46, 2}, - {0xDC, 48, 2}, - {0xDD, 50, 2}, - {0xE0, 52, 2}, - {0xE1, 54, 2}, - {0xE2, 56, 2}, - {0xE3, 58, 2}, - {0xE4, 60, 2}, - {0xE5, 62, 2}, - {0xE7, 64, 2}, - {0xE8, 66, 2}, - {0xE9, 68, 2}, - {0xEA, 70, 2}, - {0xEB, 72, 2}, - {0xEC, 74, 2}, - {0xED, 76, 2}, - {0xEE, 78, 2}, - {0xEF, 80, 2}, - {0xF1, 82, 2}, - {0xF2, 84, 2}, - {0xF3, 86, 2}, - {0xF4, 88, 2}, - {0xF5, 90, 2}, - {0xF6, 92, 2}, - {0xF9, 94, 2}, - {0xFA, 96, 2}, - {0xFB, 98, 2}, - {0xFC, 100, 2}, - {0xFD, 102, 2}, - {0xFF, 104, 2}, - {0x100, 106, 2}, - {0x101, 108, 2}, - {0x102, 110, 2}, - {0x103, 112, 2}, - {0x104, 114, 2}, - {0x105, 116, 2}, - {0x106, 118, 2}, - {0x107, 120, 2}, - {0x108, 122, 2}, - {0x109, 124, 2}, - {0x10A, 126, 2}, - {0x10B, 128, 2}, - {0x10C, 130, 2}, - {0x10D, 132, 2}, - {0x10E, 134, 2}, - {0x10F, 136, 2}, - {0x112, 138, 2}, - {0x113, 140, 2}, - {0x114, 142, 2}, - {0x115, 144, 2}, - {0x116, 146, 2}, - {0x117, 148, 2}, - {0x118, 150, 2}, - {0x119, 152, 2}, - {0x11A, 154, 2}, - {0x11B, 156, 2}, - {0x11C, 158, 2}, - {0x11D, 160, 2}, - {0x11E, 162, 2}, - {0x11F, 164, 2}, - {0x120, 166, 2}, - {0x121, 168, 2}, - {0x122, 170, 2}, - {0x123, 172, 2}, - {0x124, 174, 2}, - {0x125, 176, 2}, - {0x128, 178, 2}, - {0x129, 180, 2}, - {0x12A, 182, 2}, - {0x12B, 184, 2}, - {0x12C, 186, 2}, - {0x12D, 188, 2}, - {0x12E, 190, 2}, - {0x12F, 192, 2}, - {0x130, 194, 2}, - {0x134, 196, 2}, - {0x135, 198, 2}, - {0x136, 200, 2}, - {0x137, 202, 2}, - {0x139, 204, 2}, - {0x13A, 206, 2}, - {0x13B, 208, 2}, - {0x13C, 210, 2}, - {0x13D, 212, 2}, - {0x13E, 214, 2}, - {0x143, 216, 2}, - {0x144, 218, 2}, - {0x145, 220, 2}, - {0x146, 222, 2}, - {0x147, 224, 2}, - {0x148, 226, 2}, - {0x14C, 228, 2}, - {0x14D, 230, 2}, - {0x14E, 232, 2}, - {0x14F, 234, 2}, - {0x150, 236, 2}, - {0x151, 238, 2}, - {0x154, 240, 2}, - {0x155, 242, 2}, - {0x156, 244, 2}, - {0x157, 246, 2}, - {0x158, 248, 2}, - {0x159, 250, 2}, - {0x15A, 252, 2}, - {0x15B, 254, 2}, - {0x15C, 256, 2}, - {0x15D, 258, 2}, - {0x15E, 260, 2}, - {0x15F, 262, 2}, - {0x160, 264, 2}, - {0x161, 266, 2}, - {0x162, 268, 2}, - {0x163, 270, 2}, - {0x164, 272, 2}, - {0x165, 274, 2}, - {0x168, 276, 2}, - {0x169, 278, 2}, - {0x16A, 280, 2}, - {0x16B, 282, 2}, - {0x16C, 284, 2}, - {0x16D, 286, 2}, - {0x16E, 288, 2}, - {0x16F, 290, 2}, - {0x170, 292, 2}, - {0x171, 294, 2}, - {0x172, 296, 2}, - {0x173, 298, 2}, - {0x174, 300, 2}, - {0x175, 302, 2}, - {0x176, 304, 2}, - {0x177, 306, 2}, - {0x178, 308, 2}, - {0x179, 310, 2}, - {0x17A, 312, 2}, - {0x17B, 314, 2}, - {0x17C, 316, 2}, - {0x17D, 318, 2}, - {0x17E, 320, 2}, - {0x1A0, 322, 2}, - {0x1A1, 324, 2}, - {0x1AF, 326, 2}, - {0x1B0, 328, 2}, - {0x1CD, 330, 2}, - {0x1CE, 332, 2}, - {0x1CF, 334, 2}, - {0x1D0, 336, 2}, - {0x1D1, 338, 2}, - {0x1D2, 340, 2}, - {0x1D3, 342, 2}, - {0x1D4, 344, 2}, - {0x1D5, 346, 3}, - {0x1D6, 349, 3}, - {0x1D7, 352, 3}, - {0x1D8, 355, 3}, - {0x1D9, 358, 3}, - {0x1DA, 361, 3}, - {0x1DB, 364, 3}, - {0x1DC, 367, 3}, - {0x1DE, 370, 3}, - {0x1DF, 373, 3}, - {0x1E0, 376, 3}, - {0x1E1, 379, 3}, - {0x1E2, 382, 2}, - {0x1E3, 384, 2}, - {0x1E6, 386, 2}, - {0x1E7, 388, 2}, - {0x1E8, 390, 2}, - {0x1E9, 392, 2}, - {0x1EA, 394, 2}, - {0x1EB, 396, 2}, - {0x1EC, 398, 3}, - {0x1ED, 401, 3}, - {0x1EE, 404, 2}, - {0x1EF, 406, 2}, - {0x1F0, 408, 2}, - {0x1F4, 410, 2}, - {0x1F5, 412, 2}, - {0x1F8, 414, 2}, - {0x1F9, 416, 2}, - {0x1FA, 418, 3}, - {0x1FB, 421, 3}, - {0x1FC, 424, 2}, - {0x1FD, 426, 2}, - {0x1FE, 428, 2}, - {0x1FF, 430, 2}, - {0x200, 432, 2}, - {0x201, 434, 2}, - {0x202, 436, 2}, - {0x203, 438, 2}, - {0x204, 440, 2}, - {0x205, 442, 2}, - {0x206, 444, 2}, - {0x207, 446, 2}, - {0x208, 448, 2}, - {0x209, 450, 2}, - {0x20A, 452, 2}, - {0x20B, 454, 2}, - {0x20C, 456, 2}, - {0x20D, 458, 2}, - {0x20E, 460, 2}, - {0x20F, 462, 2}, - {0x210, 464, 2}, - {0x211, 466, 2}, - {0x212, 468, 2}, - {0x213, 470, 2}, - {0x214, 472, 2}, - {0x215, 474, 2}, - {0x216, 476, 2}, - {0x217, 478, 2}, - {0x218, 480, 2}, - {0x219, 482, 2}, - {0x21A, 484, 2}, - {0x21B, 486, 2}, - {0x21E, 488, 2}, - {0x21F, 490, 2}, - {0x226, 492, 2}, - {0x227, 494, 2}, - {0x228, 496, 2}, - {0x229, 498, 2}, - {0x22A, 500, 3}, - {0x22B, 503, 3}, - {0x22C, 506, 3}, - {0x22D, 509, 3}, - {0x22E, 512, 2}, - {0x22F, 514, 2}, - {0x230, 516, 3}, - {0x231, 519, 3}, - {0x232, 522, 2}, - {0x233, 524, 2}, - {0x340, 526, 1}, - {0x341, 527, 1}, - {0x343, 528, 1}, - {0x344, 529, 2}, - {0x374, 531, 1}, - 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{0x2F98C, 3304, 1}, - {0x2F98D, 3305, 1}, - {0x2F98E, 3306, 1}, - {0x2F98F, 3307, 1}, - {0x2F990, 3308, 1}, - {0x2F991, 3309, 1}, - {0x2F992, 3310, 1}, - {0x2F993, 3311, 1}, - {0x2F994, 3312, 1}, - {0x2F995, 3313, 1}, - {0x2F996, 3314, 1}, - {0x2F997, 3315, 1}, - {0x2F998, 3316, 1}, - {0x2F999, 3317, 1}, - {0x2F99A, 3318, 1}, - {0x2F99B, 3319, 1}, - {0x2F99C, 3320, 1}, - {0x2F99D, 3321, 1}, - {0x2F99E, 3322, 1}, - {0x2F99F, 3323, 1}, - {0x2F9A0, 3324, 1}, - {0x2F9A1, 3325, 1}, - {0x2F9A2, 3326, 1}, - {0x2F9A3, 3327, 1}, - {0x2F9A4, 3328, 1}, - {0x2F9A5, 3329, 1}, - {0x2F9A6, 3330, 1}, - {0x2F9A7, 3331, 1}, - {0x2F9A8, 3332, 1}, - {0x2F9A9, 3333, 1}, - {0x2F9AA, 3334, 1}, - {0x2F9AB, 3335, 1}, - {0x2F9AC, 3336, 1}, - {0x2F9AD, 3337, 1}, - {0x2F9AE, 3338, 1}, - {0x2F9AF, 3339, 1}, - {0x2F9B0, 3340, 1}, - {0x2F9B1, 3341, 1}, - {0x2F9B2, 3342, 1}, - {0x2F9B3, 3343, 1}, - {0x2F9B4, 3344, 1}, - {0x2F9B5, 3345, 1}, - {0x2F9B6, 3346, 1}, - {0x2F9B7, 3347, 1}, - {0x2F9B8, 3348, 1}, - {0x2F9B9, 3349, 1}, - {0x2F9BA, 3350, 1}, - {0x2F9BB, 3351, 1}, - {0x2F9BC, 3352, 1}, - {0x2F9BD, 3353, 1}, - {0x2F9BE, 3354, 1}, - {0x2F9BF, 3355, 1}, - {0x2F9C0, 3356, 1}, - {0x2F9C1, 3357, 1}, - {0x2F9C2, 3358, 1}, - {0x2F9C3, 3359, 1}, - {0x2F9C4, 3360, 1}, - {0x2F9C5, 3361, 1}, - {0x2F9C6, 3362, 1}, - {0x2F9C7, 3363, 1}, - {0x2F9C8, 3364, 1}, - {0x2F9C9, 3365, 1}, - {0x2F9CA, 3366, 1}, - {0x2F9CB, 3367, 1}, - {0x2F9CC, 3368, 1}, - {0x2F9CD, 3369, 1}, - {0x2F9CE, 3370, 1}, - {0x2F9CF, 3371, 1}, - {0x2F9D0, 3372, 1}, - {0x2F9D1, 3373, 1}, - {0x2F9D2, 3374, 1}, - {0x2F9D3, 3375, 1}, - {0x2F9D4, 3376, 1}, - {0x2F9D5, 3377, 1}, - {0x2F9D6, 3378, 1}, - {0x2F9D7, 3379, 1}, - {0x2F9D8, 3380, 1}, - {0x2F9D9, 3381, 1}, - {0x2F9DA, 3382, 1}, - {0x2F9DB, 3383, 1}, - {0x2F9DC, 3384, 1}, - {0x2F9DD, 3385, 1}, - {0x2F9DE, 3386, 1}, - {0x2F9DF, 3387, 1}, - {0x2F9E0, 3388, 1}, - {0x2F9E1, 3389, 1}, - {0x2F9E2, 3390, 1}, - {0x2F9E3, 3391, 1}, - {0x2F9E4, 3392, 1}, - {0x2F9E5, 3393, 1}, - {0x2F9E6, 3394, 1}, - {0x2F9E7, 3395, 1}, - {0x2F9E8, 3396, 1}, - {0x2F9E9, 3397, 1}, - {0x2F9EA, 3398, 1}, - {0x2F9EB, 3399, 1}, - {0x2F9EC, 3400, 1}, - {0x2F9ED, 3401, 1}, - {0x2F9EE, 3402, 1}, - {0x2F9EF, 3403, 1}, - {0x2F9F0, 3404, 1}, - {0x2F9F1, 3405, 1}, - {0x2F9F2, 3406, 1}, - {0x2F9F3, 3407, 1}, - {0x2F9F4, 3408, 1}, - {0x2F9F5, 3409, 1}, - {0x2F9F6, 3410, 1}, - {0x2F9F7, 3411, 1}, - {0x2F9F8, 3412, 1}, - {0x2F9F9, 3413, 1}, - {0x2F9FA, 3414, 1}, - {0x2F9FB, 3415, 1}, - {0x2F9FC, 3416, 1}, - {0x2F9FD, 3417, 1}, - {0x2F9FE, 3418, 1}, - {0x2F9FF, 3419, 1}, - {0x2FA00, 3420, 1}, - {0x2FA01, 3421, 1}, - {0x2FA02, 3422, 1}, - {0x2FA03, 3423, 1}, - {0x2FA04, 3424, 1}, - {0x2FA05, 3425, 1}, - {0x2FA06, 3426, 1}, - {0x2FA07, 3427, 1}, - {0x2FA08, 3428, 1}, - {0x2FA09, 3429, 1}, - {0x2FA0A, 3430, 1}, - {0x2FA0B, 3431, 1}, - {0x2FA0C, 3432, 1}, - {0x2FA0D, 3433, 1}, - {0x2FA0E, 3434, 1}, - {0x2FA0F, 3435, 1}, - {0x2FA10, 3436, 1}, - {0x2FA11, 3437, 1}, - {0x2FA12, 3438, 1}, - {0x2FA13, 3439, 1}, - {0x2FA14, 3440, 1}, - {0x2FA15, 3441, 1}, - {0x2FA16, 3442, 1}, - {0x2FA17, 3443, 1}, - {0x2FA18, 3444, 1}, - {0x2FA19, 3445, 1}, - {0x2FA1A, 3446, 1}, - {0x2FA1B, 3447, 1}, - {0x2FA1C, 3448, 1}, - {0x2FA1D, 3449, 1}, -}; -constexpr uint32_t kDecompData[] = { - 0x41, 0x300, 0x41, 0x301, 0x41, 0x302, 0x41, 0x303, 0x41, 0x308, 0x41, 0x30A, - 0x43, 0x327, 0x45, 0x300, 0x45, 0x301, 0x45, 0x302, 0x45, 0x308, 0x49, 0x300, - 0x49, 0x301, 0x49, 0x302, 0x49, 0x308, 0x4E, 0x303, 0x4F, 0x300, 0x4F, 0x301, - 0x4F, 0x302, 0x4F, 0x303, 0x4F, 0x308, 0x55, 0x300, 0x55, 0x301, 0x55, 0x302, - 0x55, 0x308, 0x59, 0x301, 0x61, 0x300, 0x61, 0x301, 0x61, 0x302, 0x61, 0x303, - 0x61, 0x308, 0x61, 0x30A, 0x63, 0x327, 0x65, 0x300, 0x65, 0x301, 0x65, 0x302, - 0x65, 0x308, 0x69, 0x300, 0x69, 0x301, 0x69, 0x302, 0x69, 0x308, 0x6E, 0x303, - 0x6F, 0x300, 0x6F, 0x301, 0x6F, 0x302, 0x6F, 0x303, 0x6F, 0x308, 0x75, 0x300, - 0x75, 0x301, 0x75, 0x302, 0x75, 0x308, 0x79, 0x301, 0x79, 0x308, 0x41, 0x304, - 0x61, 0x304, 0x41, 0x306, 0x61, 0x306, 0x41, 0x328, 0x61, 0x328, 0x43, 0x301, - 0x63, 0x301, 0x43, 0x302, 0x63, 0x302, 0x43, 0x307, 0x63, 0x307, 0x43, 0x30C, - 0x63, 0x30C, 0x44, 0x30C, 0x64, 0x30C, 0x45, 0x304, 0x65, 0x304, 0x45, 0x306, - 0x65, 0x306, 0x45, 0x307, 0x65, 0x307, 0x45, 0x328, 0x65, 0x328, 0x45, 0x30C, - 0x65, 0x30C, 0x47, 0x302, 0x67, 0x302, 0x47, 0x306, 0x67, 0x306, 0x47, 0x307, - 0x67, 0x307, 0x47, 0x327, 0x67, 0x327, 0x48, 0x302, 0x68, 0x302, 0x49, 0x303, - 0x69, 0x303, 0x49, 0x304, 0x69, 0x304, 0x49, 0x306, 0x69, 0x306, 0x49, 0x328, - 0x69, 0x328, 0x49, 0x307, 0x4A, 0x302, 0x6A, 0x302, 0x4B, 0x327, 0x6B, 0x327, - 0x4C, 0x301, 0x6C, 0x301, 0x4C, 0x327, 0x6C, 0x327, 0x4C, 0x30C, 0x6C, 0x30C, - 0x4E, 0x301, 0x6E, 0x301, 0x4E, 0x327, 0x6E, 0x327, 0x4E, 0x30C, 0x6E, 0x30C, - 0x4F, 0x304, 0x6F, 0x304, 0x4F, 0x306, 0x6F, 0x306, 0x4F, 0x30B, 0x6F, 0x30B, - 0x52, 0x301, 0x72, 0x301, 0x52, 0x327, 0x72, 0x327, 0x52, 0x30C, 0x72, 0x30C, - 0x53, 0x301, 0x73, 0x301, 0x53, 0x302, 0x73, 0x302, 0x53, 0x327, 0x73, 0x327, - 0x53, 0x30C, 0x73, 0x30C, 0x54, 0x327, 0x74, 0x327, 0x54, 0x30C, 0x74, 0x30C, - 0x55, 0x303, 0x75, 0x303, 0x55, 0x304, 0x75, 0x304, 0x55, 0x306, 0x75, 0x306, - 0x55, 0x30A, 0x75, 0x30A, 0x55, 0x30B, 0x75, 0x30B, 0x55, 0x328, 0x75, 0x328, - 0x57, 0x302, 0x77, 0x302, 0x59, 0x302, 0x79, 0x302, 0x59, 0x308, 0x5A, 0x301, - 0x7A, 0x301, 0x5A, 0x307, 0x7A, 0x307, 0x5A, 0x30C, 0x7A, 0x30C, 0x4F, 0x31B, - 0x6F, 0x31B, 0x55, 0x31B, 0x75, 0x31B, 0x41, 0x30C, 0x61, 0x30C, 0x49, 0x30C, - 0x69, 0x30C, 0x4F, 0x30C, 0x6F, 0x30C, 0x55, 0x30C, 0x75, 0x30C, 0x55, 0x308, - 0x304, 0x75, 0x308, 0x304, 0x55, 0x308, 0x301, 0x75, 0x308, 0x301, 0x55, 0x308, - 0x30C, 0x75, 0x308, 0x30C, 0x55, 0x308, 0x300, 0x75, 0x308, 0x300, 0x41, 0x308, - 0x304, 0x61, 0x308, 0x304, 0x41, 0x307, 0x304, 0x61, 0x307, 0x304, 0xC6, 0x304, - 0xE6, 0x304, 0x47, 0x30C, 0x67, 0x30C, 0x4B, 0x30C, 0x6B, 0x30C, 0x4F, 0x328, - 0x6F, 0x328, 0x4F, 0x328, 0x304, 0x6F, 0x328, 0x304, 0x1B7, 0x30C, 0x292, 0x30C, - 0x6A, 0x30C, 0x47, 0x301, 0x67, 0x301, 0x4E, 0x300, 0x6E, 0x300, 0x41, 0x30A, - 0x301, 0x61, 0x30A, 0x301, 0xC6, 0x301, 0xE6, 0x301, 0xD8, 0x301, 0xF8, 0x301, - 0x41, 0x30F, 0x61, 0x30F, 0x41, 0x311, 0x61, 0x311, 0x45, 0x30F, 0x65, 0x30F, - 0x45, 0x311, 0x65, 0x311, 0x49, 0x30F, 0x69, 0x30F, 0x49, 0x311, 0x69, 0x311, - 0x4F, 0x30F, 0x6F, 0x30F, 0x4F, 0x311, 0x6F, 0x311, 0x52, 0x30F, 0x72, 0x30F, - 0x52, 0x311, 0x72, 0x311, 0x55, 0x30F, 0x75, 0x30F, 0x55, 0x311, 0x75, 0x311, - 0x53, 0x326, 0x73, 0x326, 0x54, 0x326, 0x74, 0x326, 0x48, 0x30C, 0x68, 0x30C, - 0x41, 0x307, 0x61, 0x307, 0x45, 0x327, 0x65, 0x327, 0x4F, 0x308, 0x304, 0x6F, - 0x308, 0x304, 0x4F, 0x303, 0x304, 0x6F, 0x303, 0x304, 0x4F, 0x307, 0x6F, 0x307, - 0x4F, 0x307, 0x304, 0x6F, 0x307, 0x304, 0x59, 0x304, 0x79, 0x304, 0x300, 0x301, - 0x313, 0x308, 0x301, 0x2B9, 0x3B, 0xA8, 0x301, 0x391, 0x301, 0xB7, 0x395, 0x301, - 0x397, 0x301, 0x399, 0x301, 0x39F, 0x301, 0x3A5, 0x301, 0x3A9, 0x301, 0x3B9, 0x308, - 0x301, 0x399, 0x308, 0x3A5, 0x308, 0x3B1, 0x301, 0x3B5, 0x301, 0x3B7, 0x301, 0x3B9, - 0x301, 0x3C5, 0x308, 0x301, 0x3B9, 0x308, 0x3C5, 0x308, 0x3BF, 0x301, 0x3C5, 0x301, - 0x3C9, 0x301, 0x3D2, 0x301, 0x3D2, 0x308, 0x415, 0x300, 0x415, 0x308, 0x413, 0x301, - 0x406, 0x308, 0x41A, 0x301, 0x418, 0x300, 0x423, 0x306, 0x418, 0x306, 0x438, 0x306, - 0x435, 0x300, 0x435, 0x308, 0x433, 0x301, 0x456, 0x308, 0x43A, 0x301, 0x438, 0x300, - 0x443, 0x306, 0x474, 0x30F, 0x475, 0x30F, 0x416, 0x306, 0x436, 0x306, 0x410, 0x306, - 0x430, 0x306, 0x410, 0x308, 0x430, 0x308, 0x415, 0x306, 0x435, 0x306, 0x4D8, 0x308, - 0x4D9, 0x308, 0x416, 0x308, 0x436, 0x308, 0x417, 0x308, 0x437, 0x308, 0x418, 0x304, - 0x438, 0x304, 0x418, 0x308, 0x438, 0x308, 0x41E, 0x308, 0x43E, 0x308, 0x4E8, 0x308, - 0x4E9, 0x308, 0x42D, 0x308, 0x44D, 0x308, 0x423, 0x304, 0x443, 0x304, 0x423, 0x308, - 0x443, 0x308, 0x423, 0x30B, 0x443, 0x30B, 0x427, 0x308, 0x447, 0x308, 0x42B, 0x308, - 0x44B, 0x308, 0x627, 0x653, 0x627, 0x654, 0x648, 0x654, 0x627, 0x655, 0x64A, 0x654, - 0x6D5, 0x654, 0x6C1, 0x654, 0x6D2, 0x654, 0x928, 0x93C, 0x930, 0x93C, 0x933, 0x93C, - 0x915, 0x93C, 0x916, 0x93C, 0x917, 0x93C, 0x91C, 0x93C, 0x921, 0x93C, 0x922, 0x93C, - 0x92B, 0x93C, 0x92F, 0x93C, 0x9C7, 0x9BE, 0x9C7, 0x9D7, 0x9A1, 0x9BC, 0x9A2, 0x9BC, - 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0x8863, 0x27667, 0x88D7, 0x88DE, 0x4635, 0x88FA, 0x34BB, 0x278AE, 0x27966, 0x46BE, 0x46C7, 0x8AA0, - 0x8AED, 0x8B8A, 0x8C55, 0x27CA8, 0x8CAB, 0x8CC1, 0x8D1B, 0x8D77, 0x27F2F, 0x20804, 0x8DCB, 0x8DBC, - 0x8DF0, 0x208DE, 0x8ED4, 0x8F38, 0x285D2, 0x285ED, 0x9094, 0x90F1, 0x9111, 0x2872E, 0x911B, 0x9238, - 0x92D7, 0x92D8, 0x927C, 0x93F9, 0x9415, 0x28BFA, 0x958B, 0x4995, 0x95B7, 0x28D77, 0x49E6, 0x96C3, - 0x5DB2, 0x9723, 0x29145, 0x2921A, 0x4A6E, 0x4A76, 0x97E0, 0x2940A, 0x4AB2, 0x29496, 0x980B, 0x980B, - 0x9829, 0x295B6, 0x98E2, 0x4B33, 0x9929, 0x99A7, 0x99C2, 0x99FE, 0x4BCE, 0x29B30, 0x9B12, 0x9C40, - 0x9CFD, 0x4CCE, 0x4CED, 0x9D67, 0x2A0CE, 0x4CF8, 0x2A105, 0x2A20E, 0x2A291, 0x9EBB, 0x4D56, 0x9EF9, - 0x9EFE, 0x9F05, 0x9F0F, 0x9F16, 0x9F3B, 0x2A600, -}; -struct ComposeEntry { uint64_t key; uint32_t composite; }; -constexpr ComposeEntry kCompose[] = { - {0x7800338ULL, 0x226E}, - {0x7A00338ULL, 0x2260}, - {0x7C00338ULL, 0x226F}, - {0x8200300ULL, 0xC0}, - {0x8200301ULL, 0xC1}, - {0x8200302ULL, 0xC2}, - {0x8200303ULL, 0xC3}, - {0x8200304ULL, 0x100}, - {0x8200306ULL, 0x102}, - {0x8200307ULL, 0x226}, - {0x8200308ULL, 0xC4}, - {0x8200309ULL, 0x1EA2}, - {0x820030AULL, 0xC5}, - {0x820030CULL, 0x1CD}, - {0x820030FULL, 0x200}, - {0x8200311ULL, 0x202}, - {0x8200323ULL, 0x1EA0}, - {0x8200325ULL, 0x1E00}, - {0x8200328ULL, 0x104}, - {0x8400307ULL, 0x1E02}, - {0x8400323ULL, 0x1E04}, - {0x8400331ULL, 0x1E06}, - {0x8600301ULL, 0x106}, - {0x8600302ULL, 0x108}, - {0x8600307ULL, 0x10A}, - {0x860030CULL, 0x10C}, - {0x8600327ULL, 0xC7}, - {0x8800307ULL, 0x1E0A}, - {0x880030CULL, 0x10E}, - {0x8800323ULL, 0x1E0C}, - {0x8800327ULL, 0x1E10}, - {0x880032DULL, 0x1E12}, - {0x8800331ULL, 0x1E0E}, - {0x8A00300ULL, 0xC8}, - {0x8A00301ULL, 0xC9}, - {0x8A00302ULL, 0xCA}, - {0x8A00303ULL, 0x1EBC}, - {0x8A00304ULL, 0x112}, - {0x8A00306ULL, 0x114}, - {0x8A00307ULL, 0x116}, - {0x8A00308ULL, 0xCB}, - {0x8A00309ULL, 0x1EBA}, - {0x8A0030CULL, 0x11A}, - {0x8A0030FULL, 0x204}, - {0x8A00311ULL, 0x206}, - {0x8A00323ULL, 0x1EB8}, - {0x8A00327ULL, 0x228}, - {0x8A00328ULL, 0x118}, - {0x8A0032DULL, 0x1E18}, - {0x8A00330ULL, 0x1E1A}, - {0x8C00307ULL, 0x1E1E}, - {0x8E00301ULL, 0x1F4}, - {0x8E00302ULL, 0x11C}, - {0x8E00304ULL, 0x1E20}, - {0x8E00306ULL, 0x11E}, - {0x8E00307ULL, 0x120}, - {0x8E0030CULL, 0x1E6}, - {0x8E00327ULL, 0x122}, - {0x9000302ULL, 0x124}, - {0x9000307ULL, 0x1E22}, - {0x9000308ULL, 0x1E26}, - {0x900030CULL, 0x21E}, - {0x9000323ULL, 0x1E24}, - {0x9000327ULL, 0x1E28}, - {0x900032EULL, 0x1E2A}, - {0x9200300ULL, 0xCC}, - {0x9200301ULL, 0xCD}, - {0x9200302ULL, 0xCE}, - {0x9200303ULL, 0x128}, - {0x9200304ULL, 0x12A}, - {0x9200306ULL, 0x12C}, - {0x9200307ULL, 0x130}, - {0x9200308ULL, 0xCF}, - {0x9200309ULL, 0x1EC8}, - {0x920030CULL, 0x1CF}, - {0x920030FULL, 0x208}, - {0x9200311ULL, 0x20A}, - {0x9200323ULL, 0x1ECA}, - {0x9200328ULL, 0x12E}, - {0x9200330ULL, 0x1E2C}, - {0x9400302ULL, 0x134}, - {0x9600301ULL, 0x1E30}, - {0x960030CULL, 0x1E8}, - {0x9600323ULL, 0x1E32}, - {0x9600327ULL, 0x136}, - {0x9600331ULL, 0x1E34}, - {0x9800301ULL, 0x139}, - {0x980030CULL, 0x13D}, - {0x9800323ULL, 0x1E36}, - {0x9800327ULL, 0x13B}, - {0x980032DULL, 0x1E3C}, - {0x9800331ULL, 0x1E3A}, - {0x9A00301ULL, 0x1E3E}, - {0x9A00307ULL, 0x1E40}, - {0x9A00323ULL, 0x1E42}, - {0x9C00300ULL, 0x1F8}, - {0x9C00301ULL, 0x143}, - {0x9C00303ULL, 0xD1}, - {0x9C00307ULL, 0x1E44}, - {0x9C0030CULL, 0x147}, - {0x9C00323ULL, 0x1E46}, - {0x9C00327ULL, 0x145}, - {0x9C0032DULL, 0x1E4A}, - {0x9C00331ULL, 0x1E48}, - {0x9E00300ULL, 0xD2}, - {0x9E00301ULL, 0xD3}, - {0x9E00302ULL, 0xD4}, - {0x9E00303ULL, 0xD5}, - {0x9E00304ULL, 0x14C}, - {0x9E00306ULL, 0x14E}, - {0x9E00307ULL, 0x22E}, - {0x9E00308ULL, 0xD6}, - {0x9E00309ULL, 0x1ECE}, - {0x9E0030BULL, 0x150}, - {0x9E0030CULL, 0x1D1}, - {0x9E0030FULL, 0x20C}, - {0x9E00311ULL, 0x20E}, - {0x9E0031BULL, 0x1A0}, - {0x9E00323ULL, 0x1ECC}, - {0x9E00328ULL, 0x1EA}, - {0xA000301ULL, 0x1E54}, - {0xA000307ULL, 0x1E56}, - {0xA400301ULL, 0x154}, - {0xA400307ULL, 0x1E58}, - {0xA40030CULL, 0x158}, - {0xA40030FULL, 0x210}, - {0xA400311ULL, 0x212}, - {0xA400323ULL, 0x1E5A}, - {0xA400327ULL, 0x156}, - {0xA400331ULL, 0x1E5E}, - {0xA600301ULL, 0x15A}, - {0xA600302ULL, 0x15C}, - {0xA600307ULL, 0x1E60}, - {0xA60030CULL, 0x160}, - {0xA600323ULL, 0x1E62}, - {0xA600326ULL, 0x218}, - {0xA600327ULL, 0x15E}, - {0xA800307ULL, 0x1E6A}, - {0xA80030CULL, 0x164}, - {0xA800323ULL, 0x1E6C}, - {0xA800326ULL, 0x21A}, - {0xA800327ULL, 0x162}, - {0xA80032DULL, 0x1E70}, - {0xA800331ULL, 0x1E6E}, - {0xAA00300ULL, 0xD9}, - {0xAA00301ULL, 0xDA}, - {0xAA00302ULL, 0xDB}, - {0xAA00303ULL, 0x168}, - {0xAA00304ULL, 0x16A}, - {0xAA00306ULL, 0x16C}, - {0xAA00308ULL, 0xDC}, - {0xAA00309ULL, 0x1EE6}, - {0xAA0030AULL, 0x16E}, - {0xAA0030BULL, 0x170}, - {0xAA0030CULL, 0x1D3}, - {0xAA0030FULL, 0x214}, - {0xAA00311ULL, 0x216}, - {0xAA0031BULL, 0x1AF}, - {0xAA00323ULL, 0x1EE4}, - {0xAA00324ULL, 0x1E72}, - {0xAA00328ULL, 0x172}, - {0xAA0032DULL, 0x1E76}, - {0xAA00330ULL, 0x1E74}, - {0xAC00303ULL, 0x1E7C}, - {0xAC00323ULL, 0x1E7E}, - {0xAE00300ULL, 0x1E80}, - {0xAE00301ULL, 0x1E82}, - {0xAE00302ULL, 0x174}, - {0xAE00307ULL, 0x1E86}, - {0xAE00308ULL, 0x1E84}, - {0xAE00323ULL, 0x1E88}, - {0xB000307ULL, 0x1E8A}, - {0xB000308ULL, 0x1E8C}, - {0xB200300ULL, 0x1EF2}, - {0xB200301ULL, 0xDD}, - {0xB200302ULL, 0x176}, - {0xB200303ULL, 0x1EF8}, - {0xB200304ULL, 0x232}, - {0xB200307ULL, 0x1E8E}, - {0xB200308ULL, 0x178}, - {0xB200309ULL, 0x1EF6}, - {0xB200323ULL, 0x1EF4}, - {0xB400301ULL, 0x179}, - {0xB400302ULL, 0x1E90}, - {0xB400307ULL, 0x17B}, - {0xB40030CULL, 0x17D}, - {0xB400323ULL, 0x1E92}, - {0xB400331ULL, 0x1E94}, - {0xC200300ULL, 0xE0}, - {0xC200301ULL, 0xE1}, - {0xC200302ULL, 0xE2}, - {0xC200303ULL, 0xE3}, - {0xC200304ULL, 0x101}, - {0xC200306ULL, 0x103}, - {0xC200307ULL, 0x227}, - {0xC200308ULL, 0xE4}, - {0xC200309ULL, 0x1EA3}, - {0xC20030AULL, 0xE5}, - {0xC20030CULL, 0x1CE}, - {0xC20030FULL, 0x201}, - {0xC200311ULL, 0x203}, - {0xC200323ULL, 0x1EA1}, - {0xC200325ULL, 0x1E01}, - {0xC200328ULL, 0x105}, - {0xC400307ULL, 0x1E03}, - {0xC400323ULL, 0x1E05}, - {0xC400331ULL, 0x1E07}, - {0xC600301ULL, 0x107}, - {0xC600302ULL, 0x109}, - {0xC600307ULL, 0x10B}, - {0xC60030CULL, 0x10D}, - {0xC600327ULL, 0xE7}, - {0xC800307ULL, 0x1E0B}, - {0xC80030CULL, 0x10F}, - {0xC800323ULL, 0x1E0D}, - {0xC800327ULL, 0x1E11}, - {0xC80032DULL, 0x1E13}, - {0xC800331ULL, 0x1E0F}, - {0xCA00300ULL, 0xE8}, - {0xCA00301ULL, 0xE9}, - {0xCA00302ULL, 0xEA}, - {0xCA00303ULL, 0x1EBD}, - {0xCA00304ULL, 0x113}, - {0xCA00306ULL, 0x115}, - {0xCA00307ULL, 0x117}, - {0xCA00308ULL, 0xEB}, - {0xCA00309ULL, 0x1EBB}, - {0xCA0030CULL, 0x11B}, - {0xCA0030FULL, 0x205}, - {0xCA00311ULL, 0x207}, - {0xCA00323ULL, 0x1EB9}, - {0xCA00327ULL, 0x229}, - {0xCA00328ULL, 0x119}, - {0xCA0032DULL, 0x1E19}, - {0xCA00330ULL, 0x1E1B}, - {0xCC00307ULL, 0x1E1F}, - {0xCE00301ULL, 0x1F5}, - {0xCE00302ULL, 0x11D}, - {0xCE00304ULL, 0x1E21}, - {0xCE00306ULL, 0x11F}, - {0xCE00307ULL, 0x121}, - {0xCE0030CULL, 0x1E7}, - {0xCE00327ULL, 0x123}, - {0xD000302ULL, 0x125}, - {0xD000307ULL, 0x1E23}, - {0xD000308ULL, 0x1E27}, - {0xD00030CULL, 0x21F}, - {0xD000323ULL, 0x1E25}, - {0xD000327ULL, 0x1E29}, - {0xD00032EULL, 0x1E2B}, - {0xD000331ULL, 0x1E96}, - {0xD200300ULL, 0xEC}, - {0xD200301ULL, 0xED}, - {0xD200302ULL, 0xEE}, - {0xD200303ULL, 0x129}, - {0xD200304ULL, 0x12B}, - {0xD200306ULL, 0x12D}, - {0xD200308ULL, 0xEF}, - {0xD200309ULL, 0x1EC9}, - {0xD20030CULL, 0x1D0}, - {0xD20030FULL, 0x209}, - {0xD200311ULL, 0x20B}, - {0xD200323ULL, 0x1ECB}, - {0xD200328ULL, 0x12F}, - {0xD200330ULL, 0x1E2D}, - {0xD400302ULL, 0x135}, - {0xD40030CULL, 0x1F0}, - {0xD600301ULL, 0x1E31}, - {0xD60030CULL, 0x1E9}, - {0xD600323ULL, 0x1E33}, - {0xD600327ULL, 0x137}, - {0xD600331ULL, 0x1E35}, - {0xD800301ULL, 0x13A}, - {0xD80030CULL, 0x13E}, - {0xD800323ULL, 0x1E37}, - {0xD800327ULL, 0x13C}, - {0xD80032DULL, 0x1E3D}, - {0xD800331ULL, 0x1E3B}, - {0xDA00301ULL, 0x1E3F}, - {0xDA00307ULL, 0x1E41}, - {0xDA00323ULL, 0x1E43}, - {0xDC00300ULL, 0x1F9}, - {0xDC00301ULL, 0x144}, - {0xDC00303ULL, 0xF1}, - {0xDC00307ULL, 0x1E45}, - {0xDC0030CULL, 0x148}, - {0xDC00323ULL, 0x1E47}, - {0xDC00327ULL, 0x146}, - {0xDC0032DULL, 0x1E4B}, - {0xDC00331ULL, 0x1E49}, - {0xDE00300ULL, 0xF2}, - {0xDE00301ULL, 0xF3}, - {0xDE00302ULL, 0xF4}, - {0xDE00303ULL, 0xF5}, - {0xDE00304ULL, 0x14D}, - {0xDE00306ULL, 0x14F}, - {0xDE00307ULL, 0x22F}, - {0xDE00308ULL, 0xF6}, - {0xDE00309ULL, 0x1ECF}, - {0xDE0030BULL, 0x151}, - {0xDE0030CULL, 0x1D2}, - {0xDE0030FULL, 0x20D}, - {0xDE00311ULL, 0x20F}, - {0xDE0031BULL, 0x1A1}, - {0xDE00323ULL, 0x1ECD}, - {0xDE00328ULL, 0x1EB}, - {0xE000301ULL, 0x1E55}, - {0xE000307ULL, 0x1E57}, - {0xE400301ULL, 0x155}, - {0xE400307ULL, 0x1E59}, - {0xE40030CULL, 0x159}, - {0xE40030FULL, 0x211}, - {0xE400311ULL, 0x213}, - {0xE400323ULL, 0x1E5B}, - {0xE400327ULL, 0x157}, - {0xE400331ULL, 0x1E5F}, - {0xE600301ULL, 0x15B}, - {0xE600302ULL, 0x15D}, - {0xE600307ULL, 0x1E61}, - {0xE60030CULL, 0x161}, - {0xE600323ULL, 0x1E63}, - {0xE600326ULL, 0x219}, - {0xE600327ULL, 0x15F}, - {0xE800307ULL, 0x1E6B}, - {0xE800308ULL, 0x1E97}, - {0xE80030CULL, 0x165}, - {0xE800323ULL, 0x1E6D}, - {0xE800326ULL, 0x21B}, - {0xE800327ULL, 0x163}, - {0xE80032DULL, 0x1E71}, - {0xE800331ULL, 0x1E6F}, - {0xEA00300ULL, 0xF9}, - {0xEA00301ULL, 0xFA}, - {0xEA00302ULL, 0xFB}, - {0xEA00303ULL, 0x169}, - {0xEA00304ULL, 0x16B}, - {0xEA00306ULL, 0x16D}, - {0xEA00308ULL, 0xFC}, - {0xEA00309ULL, 0x1EE7}, - {0xEA0030AULL, 0x16F}, - {0xEA0030BULL, 0x171}, - {0xEA0030CULL, 0x1D4}, - {0xEA0030FULL, 0x215}, - {0xEA00311ULL, 0x217}, - {0xEA0031BULL, 0x1B0}, - {0xEA00323ULL, 0x1EE5}, - {0xEA00324ULL, 0x1E73}, - {0xEA00328ULL, 0x173}, - {0xEA0032DULL, 0x1E77}, - {0xEA00330ULL, 0x1E75}, - {0xEC00303ULL, 0x1E7D}, - {0xEC00323ULL, 0x1E7F}, - {0xEE00300ULL, 0x1E81}, - {0xEE00301ULL, 0x1E83}, - {0xEE00302ULL, 0x175}, - {0xEE00307ULL, 0x1E87}, - {0xEE00308ULL, 0x1E85}, - {0xEE0030AULL, 0x1E98}, - {0xEE00323ULL, 0x1E89}, - {0xF000307ULL, 0x1E8B}, - {0xF000308ULL, 0x1E8D}, - {0xF200300ULL, 0x1EF3}, - {0xF200301ULL, 0xFD}, - {0xF200302ULL, 0x177}, - {0xF200303ULL, 0x1EF9}, - {0xF200304ULL, 0x233}, - {0xF200307ULL, 0x1E8F}, - {0xF200308ULL, 0xFF}, - {0xF200309ULL, 0x1EF7}, - {0xF20030AULL, 0x1E99}, - {0xF200323ULL, 0x1EF5}, - {0xF400301ULL, 0x17A}, - {0xF400302ULL, 0x1E91}, - {0xF400307ULL, 0x17C}, - {0xF40030CULL, 0x17E}, - {0xF400323ULL, 0x1E93}, - {0xF400331ULL, 0x1E95}, - {0x15000300ULL, 0x1FED}, - {0x15000301ULL, 0x385}, - {0x15000342ULL, 0x1FC1}, - {0x18400300ULL, 0x1EA6}, - {0x18400301ULL, 0x1EA4}, - {0x18400303ULL, 0x1EAA}, - {0x18400309ULL, 0x1EA8}, - {0x18800304ULL, 0x1DE}, - {0x18A00301ULL, 0x1FA}, - {0x18C00301ULL, 0x1FC}, - {0x18C00304ULL, 0x1E2}, - {0x18E00301ULL, 0x1E08}, - {0x19400300ULL, 0x1EC0}, - {0x19400301ULL, 0x1EBE}, - {0x19400303ULL, 0x1EC4}, - {0x19400309ULL, 0x1EC2}, - {0x19E00301ULL, 0x1E2E}, - {0x1A800300ULL, 0x1ED2}, - {0x1A800301ULL, 0x1ED0}, - {0x1A800303ULL, 0x1ED6}, - {0x1A800309ULL, 0x1ED4}, - {0x1AA00301ULL, 0x1E4C}, - {0x1AA00304ULL, 0x22C}, - {0x1AA00308ULL, 0x1E4E}, - {0x1AC00304ULL, 0x22A}, - {0x1B000301ULL, 0x1FE}, - {0x1B800300ULL, 0x1DB}, - {0x1B800301ULL, 0x1D7}, - {0x1B800304ULL, 0x1D5}, - {0x1B80030CULL, 0x1D9}, - {0x1C400300ULL, 0x1EA7}, - {0x1C400301ULL, 0x1EA5}, - {0x1C400303ULL, 0x1EAB}, - {0x1C400309ULL, 0x1EA9}, - {0x1C800304ULL, 0x1DF}, - {0x1CA00301ULL, 0x1FB}, - {0x1CC00301ULL, 0x1FD}, - {0x1CC00304ULL, 0x1E3}, - {0x1CE00301ULL, 0x1E09}, - {0x1D400300ULL, 0x1EC1}, - {0x1D400301ULL, 0x1EBF}, - {0x1D400303ULL, 0x1EC5}, - {0x1D400309ULL, 0x1EC3}, - {0x1DE00301ULL, 0x1E2F}, - {0x1E800300ULL, 0x1ED3}, - {0x1E800301ULL, 0x1ED1}, - {0x1E800303ULL, 0x1ED7}, - {0x1E800309ULL, 0x1ED5}, - {0x1EA00301ULL, 0x1E4D}, - {0x1EA00304ULL, 0x22D}, - {0x1EA00308ULL, 0x1E4F}, - {0x1EC00304ULL, 0x22B}, - {0x1F000301ULL, 0x1FF}, - {0x1F800300ULL, 0x1DC}, - {0x1F800301ULL, 0x1D8}, - {0x1F800304ULL, 0x1D6}, - {0x1F80030CULL, 0x1DA}, - {0x20400300ULL, 0x1EB0}, - {0x20400301ULL, 0x1EAE}, - {0x20400303ULL, 0x1EB4}, - {0x20400309ULL, 0x1EB2}, - {0x20600300ULL, 0x1EB1}, - {0x20600301ULL, 0x1EAF}, - {0x20600303ULL, 0x1EB5}, - {0x20600309ULL, 0x1EB3}, - 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{0x61DE03099ULL, 0x30F7}, - {0x61E003099ULL, 0x30F8}, - {0x61E203099ULL, 0x30F9}, - {0x61E403099ULL, 0x30FA}, - {0x61FA03099ULL, 0x30FE}, - {0x20BA400307ULL, 0x105C9}, - {0x20BB400307ULL, 0x105E4}, - {0x22132110BAULL, 0x1109A}, - {0x22136110BAULL, 0x1109C}, - {0x2214A110BAULL, 0x110AB}, - {0x2226211127ULL, 0x1112E}, - {0x2226411127ULL, 0x1112F}, - {0x2268E1133EULL, 0x1134B}, - {0x2268E11357ULL, 0x1134C}, - {0x22704113C9ULL, 0x11383}, - {0x22708113BBULL, 0x11385}, - {0x22716113C2ULL, 0x1138E}, - {0x22720113C9ULL, 0x11391}, - {0x22784113B8ULL, 0x113C7}, - {0x22784113C2ULL, 0x113C5}, - {0x22784113C9ULL, 0x113C8}, - {0x22972114B0ULL, 0x114BC}, - {0x22972114BAULL, 0x114BB}, - {0x22972114BDULL, 0x114BE}, - {0x22B70115AFULL, 0x115BA}, - {0x22B72115AFULL, 0x115BB}, - {0x2326A11930ULL, 0x11938}, - {0x2C23C1611EULL, 0x16121}, - {0x2C23C1611FULL, 0x16123}, - {0x2C23C16120ULL, 0x16125}, - {0x2C23C16129ULL, 0x16122}, - {0x2C2421611FULL, 0x16126}, - {0x2C24216120ULL, 0x16128}, - {0x2C2441611FULL, 0x16127}, - {0x2C2521611FULL, 0x16124}, - {0x2DAC616D67ULL, 0x16D69}, - {0x2DACE16D67ULL, 0x16D68}, - {0x2DAD216D67ULL, 0x16D6A}, -}; -// clang-format on diff --git a/engine/route/README.md b/engine/route/README.md deleted file mode 100644 index 4146ca65..00000000 --- a/engine/route/README.md +++ /dev/null @@ -1,17 +0,0 @@ - -See docs/PORTING.md for what lands here and its gate. diff --git a/engine/server/README.md b/engine/server/README.md deleted file mode 100644 index 4146ca65..00000000 --- a/engine/server/README.md +++ /dev/null @@ -1,17 +0,0 @@ - -See docs/PORTING.md for what lands here and its gate. diff --git a/lemonade/README.md b/lemonade/README.md deleted file mode 100644 index 4146ca65..00000000 --- a/lemonade/README.md +++ /dev/null @@ -1,17 +0,0 @@ - -See docs/PORTING.md for what lands here and its gate. diff --git a/tests/README.md b/tests/README.md deleted file mode 100644 index 4146ca65..00000000 --- a/tests/README.md +++ /dev/null @@ -1,17 +0,0 @@ - -See docs/PORTING.md for what lands here and its gate. diff --git a/tests/check.h b/tests/check.h deleted file mode 100644 index c6ac780c..00000000 --- a/tests/check.h +++ /dev/null @@ -1,43 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -// check.h: minimal test assertions (no framework dependency). -#pragma once - -#include -#include - -inline int g_failures = 0; - -#define CHECK(cond) \ - do { \ - if (!(cond)) { \ - std::fprintf(stderr, "%s:%d: CHECK failed: %s\n", __FILE__, __LINE__, #cond); \ - ++g_failures; \ - } \ - } while (0) - -#define REQUIRE(cond) \ - do { \ - if (!(cond)) { \ - std::fprintf(stderr, "%s:%d: REQUIRE failed: %s\n", __FILE__, __LINE__, #cond); \ - std::exit(1); \ - } \ - } while (0) - -inline int test_result(const char* name) { - if (g_failures) std::fprintf(stderr, "%s: %d check(s) failed\n", name, g_failures); - else std::printf("%s: ok\n", name); - return g_failures ? 1 : 0; -} diff --git a/tests/gguf_writer.h b/tests/gguf_writer.h deleted file mode 100644 index 4b4cc37d..00000000 --- a/tests/gguf_writer.h +++ /dev/null @@ -1,105 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -// gguf_writer.h: builds small GGUF files in memory for tests. -#pragma once - -#include -#include -#include -#include -#include -#include - -struct GgufWriter { - struct Tensor { - std::string name; - std::vector ne; - uint32_t type; - std::vector bytes; - }; - - std::vector kv; - uint64_t n_kv = 0; - std::vector tensors; - uint64_t alignment = 32; - - template - static void put(std::vector& out, T v) { - uint8_t b[sizeof(T)]; - std::memcpy(b, &v, sizeof(T)); - out.insert(out.end(), b, b + sizeof(T)); - } - static void put_str(std::vector& out, const std::string& s) { - put(out, s.size()); - out.insert(out.end(), s.begin(), s.end()); - } - - void key(const std::string& k, uint32_t type) { - put_str(kv, k); - put(kv, type); - ++n_kv; - } - void u32(const std::string& k, uint32_t v) { key(k, 4); put(kv, v); } - void i32(const std::string& k, int32_t v) { key(k, 5); put(kv, v); } - void f32(const std::string& k, float v) { key(k, 6); put(kv, v); } - void str(const std::string& k, const std::string& v) { key(k, 8); put_str(kv, v); } - void str_array(const std::string& k, const std::vector& v) { - key(k, 9); - put(kv, 8); - put(kv, v.size()); - for (const auto& s : v) put_str(kv, s); - } - void tensor_f32(const std::string& name, std::vector ne, const std::vector& data) { - Tensor t{name, std::move(ne), 0, {}}; - t.bytes.resize(data.size() * 4); - std::memcpy(t.bytes.data(), data.data(), t.bytes.size()); - tensors.push_back(std::move(t)); - } - - std::vector build() const { - std::vector out; - put(out, 0x46554747); - put(out, 3); - put(out, tensors.size()); - put(out, n_kv); - out.insert(out.end(), kv.begin(), kv.end()); - std::vector offsets; - uint64_t off = 0; - for (const auto& t : tensors) { - offsets.push_back(off); - off += (t.bytes.size() + alignment - 1) / alignment * alignment; - } - for (size_t i = 0; i < tensors.size(); ++i) { - const auto& t = tensors[i]; - put_str(out, t.name); - put(out, t.ne.size()); - for (auto d : t.ne) put(out, d); - put(out, t.type); - put(out, offsets[i]); - } - while (out.size() % alignment) out.push_back(0); - for (const auto& t : tensors) { - out.insert(out.end(), t.bytes.begin(), t.bytes.end()); - while (out.size() % alignment) out.push_back(0); - } - return out; - } - - static std::string write_temp(const std::vector& bytes, const std::string& tag) { - std::string path = std::string(std::getenv("TMPDIR") ? std::getenv("TMPDIR") : "/tmp") + "/onebit-test-" + tag + ".gguf"; - std::ofstream(path, std::ios::binary).write(reinterpret_cast(bytes.data()), bytes.size()); - return path; - } -}; diff --git a/tests/golden/qwen3-0.6b-capitals/meta.json b/tests/golden/qwen3-0.6b-capitals/meta.json deleted file mode 100644 index 121f603b..00000000 --- a/tests/golden/qwen3-0.6b-capitals/meta.json +++ /dev/null @@ -1,13 +0,0 @@ -{ - "model": "/home/bcloud/.cache/huggingface/hub/models--Qwen--Qwen3-0.6B/snapshots/c1899de289a04d12100db370d81485cdf75e47ca", - "revision": "c1899de289a04d12100db370d81485cdf75e47ca", - "prompt": "The capital of France is Paris. The capital of Japan is", - "n_prompt": 12, - "n_tokens": 36, - "vocab": 151936, - "dtype": "float32", - "attn_implementation": "eager", - "torch": "2.13.0+cpu", - "transformers": "5.13.0.dev0", - "logits_sha256": "3aaec202fa3d5e4dca1ebc053623836a57960f242ccbd34e98036aa97654820a" -} \ No newline at end of file diff --git a/tests/golden/qwen3-0.6b-capitals/tokens.txt b/tests/golden/qwen3-0.6b-capitals/tokens.txt deleted file mode 100644 index 8e443131..00000000 --- a/tests/golden/qwen3-0.6b-capitals/tokens.txt +++ /dev/null @@ -1 +0,0 @@ -785 6722 315 9625 374 12095 13 576 6722 315 6323 374 26194 13 576 6722 315 15344 374 21718 13 576 6722 315 17689 374 24081 13 576 6722 315 5616 374 26549 13 576 diff --git a/tests/golden/qwen3-tokenizer/README.md b/tests/golden/qwen3-tokenizer/README.md deleted file mode 100644 index 8af2227e..00000000 --- a/tests/golden/qwen3-tokenizer/README.md +++ /dev/null @@ -1,30 +0,0 @@ - -# Qwen3 tokenizer golden - -- `vocab.gguf`: tokenizer-only GGUF (no weights) from `Qwen/Qwen3-0.6B` revision - `c1899de289a04d12100db370d81485cdf75e47ca`, via llama.cpp `convert_hf_to_gguf.py --vocab-only` - (llama.cpp `e71b805`). sha256 `2892de8d145f99f886b7a6a141afb192e97ce691bb864af6a116686cf2d60e50`. -- `cases.tsv`: 481 cases (81 fixed + 400 random, seed 1234) from HF `tokenizers` 0.22.2 / - transformers 5.13.0.dev0, written by `tools/golden/make_tokenizer_golden.py`. - -Regenerate: - -```bash -python tools/golden/make_tokenizer_golden.py --model Qwen/Qwen3-0.6B --out cases.tsv -python llama.cpp/convert_hf_to_gguf.py --vocab-only --outfile vocab.gguf -``` diff --git a/tests/golden/qwen3-tokenizer/cases.tsv b/tests/golden/qwen3-tokenizer/cases.tsv deleted file mode 100644 index d86b80a2..00000000 --- a/tests/golden/qwen3-tokenizer/cases.tsv +++ /dev/null @@ -1,481 +0,0 @@ - -20 220 20 c4a0 -2020 256 2020 c4a0c4a0 -0a 198 0a c48a -0d0a 319 0d0a c48dc48a -09 197 09 c489 -61 64 61 61 -48656c6c6f2c20776f726c6421 9707 11 1879 0 48656c6c6f2c20776f726c6421 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z8y3zLDf)UpL7if{8?!;43a1|$@m%~M!6bM(l}xoaUYEt5f=pF-eSI5dw95I5#Y>Gb zTepEm+yhLmEht)ppM(0!0`R1oG*pjgmVhtkdBh)%2NDV zcWK(}dCJKqZUi5GfBhD1tm4t_{O)(;cvI7!Wo)0eb4EvsbH83nqI|ZUMm4&_i1MZA zH#r*cbNY5SG@NEnQ=`);XUo4eOXDD4`-KL%OZcg+!DS818~JObetGKtaJgEZ9(wY6 zPcza-kIyEx-y`W9@_;_uik7RxcaE3$;&U8>OJ5!=-#uDsc5BaeP4<3NY$=_+R;FZ$ SLN*R*OZV%Bq;Y)t!~X}*nqM#g diff --git a/tests/golden_cpu.cpp b/tests/golden_cpu.cpp deleted file mode 100644 index e5555245..00000000 --- a/tests/golden_cpu.cpp +++ /dev/null @@ -1,138 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -// golden_cpu: compare the CPU reference against golden logits from HF transformers. -// -// usage: golden_cpu [--max-kl X] [--threads N] -// -// golden_dir (written by tools/golden/make_golden.py) holds: -// tokens.txt whitespace-separated token ids (prompt followed by the reference's greedy continuation) -// logits.f32 float32 [n_tokens][n_vocab]: the reference's next-token logits after each token -// -// The model is fed every token teacher-forced. The test passes when the argmax -// agrees at every position and every per-position KL(ref || cpu) is <= max_kl. -#include -#include -#include -#include -#include -#include -#include -#include - -#include "cpu_model.h" - -using namespace onebit; - -namespace { - -std::vector log_softmax(const float* x, size_t n) { - const double mx = *std::max_element(x, x + n); - double sum = 0.0; - for (size_t i = 0; i < n; ++i) sum += std::exp(double(x[i]) - mx); - const double lse = mx + std::log(sum); - std::vector out(n); - for (size_t i = 0; i < n; ++i) out[i] = double(x[i]) - lse; - return out; -} - -double kl(const float* ref, const float* got, size_t n) { - auto lp = log_softmax(ref, n), lq = log_softmax(got, n); - double d = 0.0; - for (size_t i = 0; i < n; ++i) d += std::exp(lp[i]) * (lp[i] - lq[i]); - return d; -} - -size_t argmax(const float* x, size_t n) { return size_t(std::max_element(x, x + n) - x); } - -} // namespace - -int main(int argc, char** argv) { - if (argc < 3) { - std::fprintf(stderr, "usage: %s [--max-kl X] [--threads N]\n", argv[0]); - return 2; - } - const std::string model_path = argv[1], dir = argv[2]; - double max_kl = 1e-6; - size_t threads = 0; - for (int i = 3; i + 1 < argc; i += 2) { - std::string flag = argv[i]; - if (flag == "--max-kl") max_kl = std::atof(argv[i + 1]); - else if (flag == "--threads") threads = std::strtoul(argv[i + 1], nullptr, 10); - else { - std::fprintf(stderr, "unknown flag %s\n", flag.c_str()); - return 2; - } - } - - std::vector tokens; - { - std::ifstream in(dir + "/tokens.txt"); - for (int32_t t; in >> t;) tokens.push_back(t); - } - if (tokens.empty()) { - std::fprintf(stderr, "no tokens in %s/tokens.txt\n", dir.c_str()); - return 2; - } - - auto t0 = std::chrono::steady_clock::now(); - auto model = CpuModel::load(model_path, threads); - if (!model) { - std::fprintf(stderr, "load failed: %s\n", model.error().c_str()); - return 1; - } - const size_t V = model->config().n_vocab; - auto t1 = std::chrono::steady_clock::now(); - - std::vector ref(tokens.size() * V); - { - std::ifstream in(dir + "/logits.f32", std::ios::binary); - in.read(reinterpret_cast(ref.data()), std::streamsize(ref.size() * sizeof(float))); - if (!in || in.peek() != EOF) { - std::fprintf(stderr, "logits.f32 is not %zu x %zu floats\n", tokens.size(), V); - return 2; - } - } - - double worst_kl = 0.0, worst_abs = 0.0; - size_t mismatches = 0; - for (size_t p = 0; p < tokens.size(); ++p) { - auto logits = model->forward(tokens[p]); - if (!logits) { - std::fprintf(stderr, "forward failed at %zu: %s\n", p, logits.error().c_str()); - return 1; - } - const float* r = ref.data() + p * V; - const float* g = (*logits)->data(); - const double k = kl(r, g, V); - double a = 0.0; - for (size_t i = 0; i < V; ++i) a = std::max(a, double(std::fabs(r[i] - g[i]))); - const size_t ar = argmax(r, V), ag = argmax(g, V); - if (ar != ag) ++mismatches; - worst_kl = std::max(worst_kl, k); - worst_abs = std::max(worst_abs, a); - std::printf("pos %3zu tok %6d argmax ref %6zu cpu %6zu %s KL %.3e max|dlogit| %.3e\n", p, tokens[p], ar, ag, - ar == ag ? " " : "!!", k, a); - } - auto t2 = std::chrono::steady_clock::now(); - const double load_s = std::chrono::duration(t1 - t0).count(); - const double run_s = std::chrono::duration(t2 - t1).count(); - - const bool pass = mismatches == 0 && worst_kl <= max_kl; - std::printf("\n%zu positions, argmax mismatches %zu, worst KL %.3e (gate %.1e), worst max|dlogit| %.3e\n", - tokens.size(), mismatches, worst_kl, max_kl, worst_abs); - std::printf("load %.1f s, %.2f tok/s teacher-forced\n", load_s, tokens.size() / run_s); - std::printf("%s\n", pass ? "PASS" : "FAIL"); - return pass ? 0 : 1; -} diff --git a/tests/golden_tokenizer.cpp b/tests/golden_tokenizer.cpp deleted file mode 100644 index 71766bf8..00000000 --- a/tests/golden_tokenizer.cpp +++ /dev/null @@ -1,111 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -// golden_tokenizer: compare the tokenizer against HF tokenizers. -// -// usage: golden_tokenizer -// -// cases.tsv (tools/golden/make_tokenizer_golden.py): one case per line, -// hex(text) TAB ids TAB hex(decode(ids)) TAB hex(pre-token pieces joined by NUL) -// A case passes when the pre-token pieces, encode(text) and decode(ids) all -// equal HF's exactly. The pieces check covers the split rules on their own, -// since BPE can hide a wrong split by producing the same ids. -#include -#include -#include -#include -#include - -#include "gguf.h" -#include "tokenizer.h" - -using namespace onebit; - -namespace { - -std::string unhex(const std::string& h) { - std::string out; - for (size_t i = 0; i + 1 < h.size(); i += 2) out += char(std::stoi(h.substr(i, 2), nullptr, 16)); - return out; -} - -std::string show(const std::vector& ids) { - std::string s; - for (int32_t id : ids) s += std::to_string(id) + " "; - return s; -} - -} // namespace - -int main(int argc, char** argv) { - if (argc != 3) { - std::fprintf(stderr, "usage: %s \n", argv[0]); - return 2; - } - auto file = GgufFile::open(argv[1]); - if (!file) { - std::fprintf(stderr, "%s\n", file.error().c_str()); - return 1; - } - auto tok = Tokenizer::from_gguf(*file); - if (!tok) { - std::fprintf(stderr, "tokenizer: %s\n", tok.error().c_str()); - return 1; - } - - std::ifstream in(argv[2]); - std::string line; - size_t n = 0, split_fail = 0, enc_fail = 0, dec_fail = 0; - while (std::getline(in, line)) { - std::istringstream row(line); - std::string text_hex, ids_str, dec_hex, pieces_hex; - std::getline(row, text_hex, '\t'); - std::getline(row, ids_str, '\t'); - std::getline(row, dec_hex, '\t'); - std::getline(row, pieces_hex, '\t'); - const std::string text = unhex(text_hex), want_dec = unhex(dec_hex); - std::vector want; - std::istringstream ids(ids_str); - for (int32_t id; ids >> id;) want.push_back(id); - ++n; - - std::string got_pieces; - if (auto p = tok->pre_tokenize(text)) { - for (size_t k = 0; k < p->size(); ++k) got_pieces += (k ? std::string(1, '\0') : "") + (*p)[k]; - } - if (got_pieces != unhex(pieces_hex)) { - ++split_fail; - std::printf("SPLIT MISMATCH case %zu text=%s\n", n, text_hex.c_str()); - } - auto got = tok->encode(text); - if (!got || *got != want) { - ++enc_fail; - std::printf("ENCODE MISMATCH case %zu text=%s\n want %s\n got %s\n", n, text_hex.c_str(), - show(want).c_str(), got ? show(*got).c_str() : got.error().c_str()); - } - auto dec = tok->decode(want); - if (!dec || *dec != want_dec) { - ++dec_fail; - std::printf("DECODE MISMATCH case %zu ids=%s\n", n, show(want).c_str()); - } - } - if (n == 0) { - std::fprintf(stderr, "no cases in %s\n", argv[2]); - return 2; - } - const bool fail = split_fail || enc_fail || dec_fail; - std::printf("%zu cases, split mismatches %zu, encode mismatches %zu, decode mismatches %zu\n%s\n", n, split_fail, - enc_fail, dec_fail, fail ? "FAIL" : "PASS"); - return fail ? 1 : 0; -} diff --git a/tests/test_dequant.cpp b/tests/test_dequant.cpp deleted file mode 100644 index b52e390d..00000000 --- a/tests/test_dequant.cpp +++ /dev/null @@ -1,74 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -#include -#include -#include - -#include "check.h" -#include "dequant.h" - -using namespace onebit; - -static void test_fp16() { - CHECK(fp16_to_fp32(0x3C00) == 1.0f); - CHECK(fp16_to_fp32(0xC000) == -2.0f); - CHECK(fp16_to_fp32(0x3555) == 0.333251953125f); - CHECK(fp16_to_fp32(0x7BFF) == 65504.0f); - CHECK(fp16_to_fp32(0x0001) == std::ldexp(1.0f, -24)); // smallest subnormal - CHECK(fp16_to_fp32(0x03FF) == std::ldexp(1023.0f, -24)); // largest subnormal - CHECK(fp16_to_fp32(0x0400) == std::ldexp(1.0f, -14)); // smallest normal - CHECK(fp16_to_fp32(0x0000) == 0.0f); - CHECK(std::signbit(fp16_to_fp32(0x8000))); - CHECK(std::isinf(fp16_to_fp32(0x7C00))); - CHECK(std::isnan(fp16_to_fp32(0x7E00))); -} - -static void test_bf16() { - CHECK(bf16_to_fp32(0x3F80) == 1.0f); - CHECK(bf16_to_fp32(0xC040) == -3.0f); - CHECK(bf16_to_fp32(0x3EAB) == 0.333984375f); -} - -static void test_q8_0() { - // Two blocks: scale 0.5 then scale -1.0 (fp16), quants -128..127 pattern. - std::vector buf(68); - const uint16_t scales[2] = {0x3800, 0xBC00}; - for (int b = 0; b < 2; ++b) { - std::memcpy(buf.data() + b * 34, &scales[b], 2); - for (int i = 0; i < 32; ++i) buf[b * 34 + 2 + i] = std::byte(uint8_t(int8_t(i * 8 - 128))); - } - std::vector out(64); - REQUIRE(dequantize(GgmlType::Q8_0, buf.data(), out.data(), 64).has_value()); - CHECK(out[0] == -64.0f); - CHECK(out[31] == 0.5f * 120.0f); - CHECK(out[32] == 128.0f); - CHECK(out[63] == -120.0f); - CHECK(!dequantize(GgmlType::Q8_0, buf.data(), out.data(), 40).has_value()); -} - -static void test_unsupported() { - float out[256]; - std::byte in[256] = {}; - CHECK(!dequant_supported(GgmlType::Q4_K)); - CHECK(!dequantize(GgmlType::Q4_K, in, out, 256).has_value()); -} - -int main() { - test_fp16(); - test_bf16(); - test_q8_0(); - test_unsupported(); - return test_result("test_dequant"); -} diff --git a/tests/test_gguf.cpp b/tests/test_gguf.cpp deleted file mode 100644 index cc6996ac..00000000 --- a/tests/test_gguf.cpp +++ /dev/null @@ -1,92 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -#include -#include -#include - -#include "check.h" -#include "gguf.h" -#include "gguf_writer.h" - -using namespace onebit; - -static void test_roundtrip() { - GgufWriter w; - w.str("general.architecture", "qwen3"); - w.u32("qwen3.block_count", 2); - w.i32("signed", -7); - w.f32("qwen3.rope.freq_base", 1000000.0f); - w.str_array("tokenizer.ggml.tokens", {"a", "bb", ""}); - w.tensor_f32("x.weight", {3, 2}, {1, 2, 3, 4, 5, 6}); - w.tensor_f32("y.weight", {1}, {9}); - std::string path = GgufWriter::write_temp(w.build(), "roundtrip"); - - auto f = GgufFile::open(path); - REQUIRE(f.has_value()); - CHECK(f->version() == 3); - CHECK(f->get_string("general.architecture") == "qwen3"); - CHECK(f->get_uint("qwen3.block_count") == 2u); - CHECK(!f->get_uint("signed").has_value()); // negative: not representable - CHECK(f->get_float("qwen3.rope.freq_base") == 1000000.0); - CHECK(!f->get_string("missing").has_value()); - const GgufArray* toks = f->get_array("tokenizer.ggml.tokens"); - REQUIRE(toks && toks->size() == 3); - CHECK(std::get((*toks)[1].v) == "bb"); - - const GgufTensor* x = f->tensor("x.weight"); - REQUIRE(x); - CHECK(x->type == GgmlType::F32); - CHECK(x->n_elements() == 6); - CHECK((x->ne == std::vector{3, 2})); - CHECK(reinterpret_cast(x->data)[5] == 6.0f); - const GgufTensor* y = f->tensor("y.weight"); - REQUIRE(y); - CHECK(reinterpret_cast(y->data) % 32 == 0); - CHECK(reinterpret_cast(y->data)[0] == 9.0f); - CHECK(f->tensor("z.weight") == nullptr); - std::remove(path.c_str()); -} - -static void test_rejects_bad_files() { - GgufWriter w; - w.tensor_f32("x.weight", {4}, {1, 2, 3, 4}); - auto good = w.build(); - - auto bad_magic = good; - bad_magic[0] = 'X'; - std::string p1 = GgufWriter::write_temp(bad_magic, "badmagic"); - CHECK(!GgufFile::open(p1).has_value()); - - auto truncated = good; - truncated.resize(truncated.size() - 20); // 16 data bytes + 16 padding: cut into the data - std::string p2 = GgufWriter::write_temp(truncated, "truncated"); - CHECK(!GgufFile::open(p2).has_value()); - - auto header_only = good; - header_only.resize(20); - std::string p3 = GgufWriter::write_temp(header_only, "header"); - CHECK(!GgufFile::open(p3).has_value()); - - CHECK(!GgufFile::open("/nonexistent/file.gguf").has_value()); - std::remove(p1.c_str()); - std::remove(p2.c_str()); - std::remove(p3.c_str()); -} - -int main() { - test_roundtrip(); - test_rejects_bad_files(); - return test_result("test_gguf"); -} diff --git a/tests/test_unicode.cpp b/tests/test_unicode.cpp deleted file mode 100644 index e61e805f..00000000 --- a/tests/test_unicode.cpp +++ /dev/null @@ -1,64 +0,0 @@ -// Copyright 2026 bong-water-water-bong -// SPDX-License-Identifier: Apache-2.0 -// -// Licensed under the Apache License, Version 2.0 (the "License"); -// you may not use this file except in compliance with the License. -// You may obtain a copy of the License at -// -// http://www.apache.org/licenses/LICENSE-2.0 -// -// Unless required by applicable law or agreed to in writing, software -// distributed under the License is distributed on an "AS IS" BASIS, -// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -// See the License for the specific language governing permissions and -// limitations under the License. -#include -#include - -#include "check.h" -#include "unicode.h" - -using namespace onebit::unicode; - -static std::vector v(std::u32string s) { return {s.begin(), s.end()}; } - -static void test_utf8() { - auto ok = decode_utf8("a\xC3\xA9\xE4\xBD\xA0\xF0\x9F\x98\x80"); - REQUIRE(ok.has_value()); - CHECK((*ok == v(U"aé你\U0001F600"))); - CHECK(encode_utf8(*ok) == "a\xC3\xA9\xE4\xBD\xA0\xF0\x9F\x98\x80"); - CHECK(!decode_utf8("\xC0\x80").has_value()); // overlong NUL - CHECK(!decode_utf8("\xED\xA0\x80").has_value()); // surrogate - CHECK(!decode_utf8("\xF4\x90\x80\x80").has_value()); // > U+10FFFF - CHECK(!decode_utf8("\xE4\xBD").has_value()); // truncated - CHECK(!decode_utf8("\x80").has_value()); // stray continuation - CHECK(decode_utf8("")->empty()); -} - -static void test_classes() { - CHECK(is_letter(U'a') && is_letter(U'é') && is_letter(U'你') && is_letter(U'가')); - CHECK(!is_letter(U'1') && !is_letter(U' ') && !is_letter(U'!') && !is_letter(U'́')); - CHECK(is_number(U'7') && is_number(U'٣') && is_number(U'Ⅷ') && is_number(U'½')); - CHECK(!is_number(U'x')); - CHECK(is_whitespace(U' ') && is_whitespace(U'\n') && is_whitespace(U' ') && is_whitespace(U'　')); - CHECK(!is_whitespace(U'​')); // zero-width space is not White_Space -} - -static void test_nfc() { - CHECK((nfc(v(U"é")) == v(U"é"))); // e + acute -> é - CHECK((nfc(v(U"é")) == v(U"é"))); // already composed - CHECK((nfc(v(U"각")) == v(U"각"))); // Hangul L V T -> 각 - CHECK((nfc(v(U"ậ")) == v(U"ậ"))); // ậ -> ậ - CHECK((nfc(v(U"ậ")) == v(U"ậ"))); // reordered marks, same result - CHECK((nfc(v(U"Å")) == v(U"Å"))); // Angstrom sign -> Å (singleton) - CHECK((nfc(v(U"̈́")) == v(U"̈́"))); // excluded from composition - CHECK((nfc(v(U"q̣̇")) == v(U"q̣̇"))); // no composite: canonical order only - CHECK((nfc(v(U"hello")) == v(U"hello"))); -} - -int main() { - test_utf8(); - test_classes(); - test_nfc(); - return test_result("test_unicode"); -} diff --git a/tools/gen_unicode_tables.py b/tools/gen_unicode_tables.py deleted file mode 100644 index 449f782e..00000000 --- a/tools/gen_unicode_tables.py +++ /dev/null @@ -1,126 +0,0 @@ -#!/usr/bin/env python3 -# Copyright 2026 bong-water-water-bong -# SPDX-License-Identifier: Apache-2.0 -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -"""Generate engine/core/unicode_tables.inc from Python's unicodedata. - -usage: python3 tools/gen_unicode_tables.py > engine/core/unicode_tables.inc - -Tables: - kLetterRanges / kNumberRanges general categories L* / N* as [lo, hi] ranges - kCccRanges canonical combining class, [lo, hi, ccc], ccc != 0 - kDecomp / kDecompData full canonical decomposition (Hangul excluded: algorithmic) - kCompose primary composites: (first << 21 | second) -> composite -""" -import os -import sys -import unicodedata - -sys.path.insert(0, os.path.dirname(os.path.abspath(__file__))) -from copyright import notice_block # noqa: E402 - -MAX = 0x110000 -HANGUL = range(0xAC00, 0xAC00 + 11172) - - -def ranges(pred): - out, start = [], None - for cp in range(MAX): - if pred(cp): - if start is None: - start = cp - elif start is not None: - out.append((start, cp - 1)) - start = None - if start is not None: - out.append((start, MAX - 1)) - return out - - -def full_decomp(cp): - d = unicodedata.decomposition(chr(cp)) - if not d or d.startswith("<"): - return [cp] - out = [] - for part in d.split(): - out.extend(full_decomp(int(part, 16))) - return out - - -def main(): - w = sys.stdout.write - w(notice_block("unicode_tables.inc")) - w("// Generated by tools/gen_unicode_tables.py from Python unicodedata %s. Do not edit.\n" - % unicodedata.unidata_version) - w("// clang-format off\n") - - for name, cats in (("kLetterRanges", "L"), ("kNumberRanges", "N")): - rs = ranges(lambda cp: unicodedata.category(chr(cp))[0] == cats) - w("constexpr uint32_t %s[][2] = {\n" % name) - for lo, hi in rs: - w(" {0x%X, 0x%X},\n" % (lo, hi)) - w("};\n") - - ccc = [] - cur = None - for cp in range(MAX): - c = unicodedata.combining(chr(cp)) - if cur and c == cur[2] and cp == cur[1] + 1: - cur[1] = cp - continue - if cur: - ccc.append(cur) - cur = [cp, cp, c] if c else None - if cur: - ccc.append(cur) - w("constexpr uint32_t kCccRanges[][3] = {\n") - for lo, hi, c in ccc: - w(" {0x%X, 0x%X, %d},\n" % (lo, hi, c)) - w("};\n") - - decomp, data = [], [] - compose = [] - for cp in range(MAX): - if cp in HANGUL: - continue - d = full_decomp(cp) - if d != [cp]: - decomp.append((cp, len(data), len(d))) - data.extend(d) - raw = unicodedata.decomposition(chr(cp)) - if raw and not raw.startswith("<"): - parts = [int(p, 16) for p in raw.split()] - # Primary composite: NFC of its own decomposition gives it back. - if len(parts) == 2 and unicodedata.normalize("NFC", chr(parts[0]) + chr(parts[1])) == chr(cp): - compose.append(((parts[0] << 21) | parts[1], cp)) - w("struct DecompEntry { uint32_t cp; uint16_t offset; uint8_t len; };\n") - w("constexpr DecompEntry kDecomp[] = {\n") - for cp, off, n in decomp: - w(" {0x%X, %d, %d},\n" % (cp, off, n)) - w("};\n") - w("constexpr uint32_t kDecompData[] = {\n") - for i in range(0, len(data), 12): - w(" " + ", ".join("0x%X" % x for x in data[i:i + 12]) + ",\n") - w("};\n") - compose.sort() - w("struct ComposeEntry { uint64_t key; uint32_t composite; };\n") - w("constexpr ComposeEntry kCompose[] = {\n") - for key, cp in compose: - w(" {0x%XULL, 0x%X},\n" % (key, cp)) - w("};\n") - w("// clang-format on\n") - - -if __name__ == "__main__": - main() diff --git a/tools/golden/make_golden.py b/tools/golden/make_golden.py deleted file mode 100644 index 77c9b9b2..00000000 --- a/tools/golden/make_golden.py +++ /dev/null @@ -1,85 +0,0 @@ -#!/usr/bin/env python3 -# Copyright 2026 bong-water-water-bong -# SPDX-License-Identifier: Apache-2.0 -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -"""Write golden next-token logits from HF transformers (fp32, eager attention). - -usage: make_golden.py --model --prompt "..." --n-gen 16 --out

- -Output (read by tests/golden_cpu.cpp): - tokens.txt prompt ids followed by the fp32 model's greedy continuation - logits.f32 float32 [n_tokens][vocab], the logits after each token (teacher-forced) - meta.json model id, revision, prompt, library versions, sha256 of logits.f32 -""" -import argparse -import hashlib -import json -import os - -import numpy as np -import torch -import transformers -from transformers import AutoModelForCausalLM, AutoTokenizer - - -def main(): - ap = argparse.ArgumentParser() - ap.add_argument("--model", required=True) - ap.add_argument("--prompt", required=True) - ap.add_argument("--n-gen", type=int, default=16) - ap.add_argument("--out", required=True) - args = ap.parse_args() - - torch.manual_seed(0) - tok = AutoTokenizer.from_pretrained(args.model) - model = AutoModelForCausalLM.from_pretrained( - args.model, dtype=torch.float32, attn_implementation="eager" - ).eval() - - ids = tok(args.prompt, add_special_tokens=False)["input_ids"] - with torch.no_grad(): - gen = model.generate( - torch.tensor([ids]), max_new_tokens=args.n_gen, do_sample=False, - eos_token_id=None, pad_token_id=tok.eos_token_id, - )[0].tolist() - # Teacher-forced pass over the whole sequence: logits after every token. - logits = model(torch.tensor([gen])).logits[0].float().numpy() - - os.makedirs(args.out, exist_ok=True) - with open(os.path.join(args.out, "tokens.txt"), "w") as f: - f.write(" ".join(map(str, gen)) + "\n") - blob = np.ascontiguousarray(logits, dtype=np.float32).tobytes() - with open(os.path.join(args.out, "logits.f32"), "wb") as f: - f.write(blob) - meta = { - "model": args.model, - "revision": getattr(model.config, "_commit_hash", None), - "prompt": args.prompt, - "n_prompt": len(ids), - "n_tokens": len(gen), - "vocab": int(logits.shape[1]), - "dtype": "float32", - "attn_implementation": "eager", - "torch": torch.__version__, - "transformers": transformers.__version__, - "logits_sha256": hashlib.sha256(blob).hexdigest(), - } - with open(os.path.join(args.out, "meta.json"), "w") as f: - json.dump(meta, f, indent=2) - print(json.dumps(meta, indent=2)) - print("continuation:", repr(tok.decode(gen[len(ids):]))) - - -if __name__ == "__main__": - main() diff --git a/tools/golden/make_tokenizer_golden.py b/tools/golden/make_tokenizer_golden.py deleted file mode 100644 index 5fc928c1..00000000 --- a/tools/golden/make_tokenizer_golden.py +++ /dev/null @@ -1,106 +0,0 @@ -#!/usr/bin/env python3 -# Copyright 2026 bong-water-water-bong -# SPDX-License-Identifier: Apache-2.0 -# -# Licensed under the Apache License, Version 2.0 (the "License"); -# you may not use this file except in compliance with the License. -# You may obtain a copy of the License at -# -# http://www.apache.org/licenses/LICENSE-2.0 -# -# Unless required by applicable law or agreed to in writing, software -# distributed under the License is distributed on an "AS IS" BASIS, -# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. -# See the License for the specific language governing permissions and -# limitations under the License. -"""Write tokenizer golden cases from HF tokenizers. - -usage: make_tokenizer_golden.py --model --out cases.tsv [--random 400] - -Each line: hex(utf8 text) space-separated ids hex(utf8 decode(ids)) - hex of the pre-token pieces joined by NUL (normalizer + pre-tokenizer only). -Ids come from encode(text, add_special_tokens=False); special tokens written -in the text are recognised, as in the HF default. -""" -import argparse -import random - -from transformers import AutoTokenizer - -FIXED = [ - "", " ", " ", "\n", "\r\n", "\t", "a", "Hello, world!", "Hello world", " Hello", - "The quick brown fox jumps over the lazy dog.", - "I'm you're we've they'll he'd it's I'M YOU'RE WE'VE THEY'LL HE'D IT'S", - "don't won't can't shouldn't", - "'s 't 're 've 'm 'll 'd", "a'b'c", "'", "''", "' s", - # Contractions followed by more letters. Each must sit right after a letter - # (or start the text): after a space, " '" is taken by the punctuation branch. - "a'sgood b'tx c're d'vex e'mama f'llama g'dx", "I'mhere THEY'LLBE it'Sx", "'dx", "'ſx", "x'ſx", - "a'Dx b'Mx c'Tx d'Rex e'Vex f'Llx", "'r 'v 'l", "x'r x'v x'l x'lx", "'reX'VEy", - "1234567890", "3.14159 2,718 1e-9 -42 +7", "version 2.0.1-rc3", - "trailing spaces ", " leading", "a b c d", "a\n\nb\n\n\nc", "x \n y", "x\t\ty", - " \n \n ", "line1\r\nline2\r\n", "\r\r\n\n", - "def f(x):\n return x * 2\n\nif __name__ == '__main__':\n\tprint(f(3))\n", - "int main() { return 0; } // comment\n#include ", - "SELECT * FROM users WHERE id = 42;", - "https://example.com/path?query=1&x=y#frag", - "email@example.com, @handle, #hashtag, $100, 50%, a+b=c", - "!!!??? ... --- *** ((())) [[[]]] {{{}}}", - "你好，世界！这是一个测试。", "日本語のテキストです。カタカナ、ひらがな。", "한국어 텍스트입니다", - "Привет, мир!", "Γειά σου Κόσμε", "مرحبا بالعالم", "שלום עולם", "नमस्ते दुनिया", "สวัสดีชาวโลก", - "café naïve résumé Zürich São Paulo", "é ä ñ", # decomposed: NFC must compose - "각", "ÅΩ", "file", "½ Ⅷ ٣٤", - "😀 😃 🎉 👍🏽 👩‍👩‍👧 🇺🇸 🏳️‍🌈", "emoji😀inside", "∑∫√∞ ≠ ≤ ≥ → ←", - " nbsp 　ideographic　space", "zero​width", "tab\tsep\tvalues", - "<|im_start|>user\nhello<|im_end|>\n<|im_start|>assistant\n", - "\nreasoning\n\n\nanswer", "{\"a\": 1}", - "<|endoftext|><|endoftext|>", "<|im_start", "im_end|>", "<|im_start|><|im_end|>", - "text<|fim_prefix|>code<|fim_suffix|>more<|fim_middle|>", - "ſ 'ſ 'ſx", "Dž Lj", "'K 'k 'K", "ⅷ", "a" * 300, "ab " * 100, "\U0001d400\U0001d401", -] - -POOLS = [ - (0x20, 0x7E), (0x20, 0x7E), (0x20, 0x7E), (0xA0, 0x17F), (0x300, 0x36F), (0x370, 0x3FF), - (0x400, 0x4FF), (0x600, 0x6FF), (0x900, 0x97F), (0x1100, 0x11FF), (0x2000, 0x206F), - (0x2070, 0x209F), (0x2100, 0x218F), (0x3000, 0x30FF), (0x4E00, 0x4FFF), (0xAC00, 0xAD00), - (0xFF00, 0xFFEF), (0x1F300, 0x1F64F), -] -EXTRA = ["\n", "\r\n", "\t", " ", " ", "'s", "'LL", "<|im_start|>", "<|im_end|>", ""] - - -def random_text(rng): - parts = [] - for _ in range(rng.randint(1, 24)): - if rng.random() < 0.15: - parts.append(rng.choice(EXTRA)) - continue - lo, hi = rng.choice(POOLS) - run = "".join(chr(rng.randint(lo, hi)) for _ in range(rng.randint(1, 6))) - parts.append(run) - return "".join(parts) - - -def main(): - ap = argparse.ArgumentParser() - ap.add_argument("--model", required=True) - ap.add_argument("--out", required=True) - ap.add_argument("--random", type=int, default=400) - ap.add_argument("--seed", type=int, default=1234) - args = ap.parse_args() - - tok = AutoTokenizer.from_pretrained(args.model) - rng = random.Random(args.seed) - texts = FIXED + [random_text(rng) for _ in range(args.random)] - backend = tok.backend_tokenizer - with open(args.out, "w") as f: - for text in texts: - ids = tok.encode(text, add_special_tokens=False) - dec = tok.decode(ids, skip_special_tokens=False, clean_up_tokenization_spaces=False) - pieces = [p for p, _ in backend.pre_tokenizer.pre_tokenize_str(backend.normalizer.normalize_str(text))] - f.write("%s\t%s\t%s\t%s\n" % (text.encode().hex(), " ".join(map(str, ids)), dec.encode().hex(), - "\0".join(pieces).encode().hex())) - print("wrote %d cases to %s" % (len(texts), args.out)) - - -if __name__ == "__main__": - main()

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