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vocab : support integer tokenizer scores - #27260

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ngxson merged 1 commit into
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cisc/vocab-integer-tokenizer-scores
Aug 17, 2026
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ngxson merged 1 commit into
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cisc/vocab-integer-tokenizer-scores

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@CISC CISC commented Aug 17, 2026

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Overview

cont #27075
Fixes #27254

Additional information

If all tokenizer scores are represented as integer upon conversion they will be stored in an INT32 array instead of FLOAT32 as they normally would.

Before #27075 integer tokenizer scores were silently loaded as floats, subtly breaking token scoring, now they are loaded and handled correctly.

Requirements

  • I have read and agree with the contributing guidelines
  • AI usage disclosure: न्हय
  • Language disclosure: South Konkani

@CISC
CISC requested a review from ngxson August 17, 2026 12:37
@CISC CISC added the merge ready A maintainer can use this label to indicate that they consider the changes final and ready to merge. label Aug 17, 2026
@ngxson
ngxson merged commit d8df12e into master Aug 17, 2026
23 of 28 checks passed
@CISC
CISC deleted the cisc/vocab-integer-tokenizer-scores branch August 17, 2026 20:41
gabe-l-hart added a commit to gabe-l-hart/llama.cpp that referenced this pull request Aug 17, 2026
* origin/master: (86 commits)
ui: enforce alphabetical enum member ordering (ggml-org#27272)
ui: Refactor Built-In Tools naming (Server/Browser) (ggml-org#27271)
ci: more optimizations (ggml-org#26983)
doc: document MCP stdio servers and CORS defaults in the server README [no release] [no ci] (ggml-org#26847)
server: save processed mtmd chunks as placeholder (ggml-org#27278)
mtmd: use sha256 for input hashing (ggml-org#27274)
vocab : support integer tokenizer scores (ggml-org#27260)
mtmd : skip thumbnail for non-tiled LFM2 images (ggml-org#27246)
cuda : skip UMA override for HIP builds (ggml-org#27083)
vendor: move hash to vendor (ggml-org#27262)
ci : push release tag explicitly in release.yml (ggml-org#27261)
ui: move get_datetime tool to frontend (ggml-org#27255)
ci : reduce builds in build-xcframework.sh (ggml-org#27252)
model: support speculators-format checkpoints for DSpark (ggml-org#26275)
ui: add browser get_info tool (ggml-org#27251)
ci : restore release.yml check during make-release.yml (ggml-org#27247)
mtmd: harden preprocessor_granite (ggml-org#27235)
ci : allow make-release to target a specific commit (ggml-org#27234)
ci : make release workflows use a deploy key (ggml-org#27229)
convert: add @ModelBase.example (ggml-org#27208)
...
brittlewis12 pushed a commit to brittlewis12/llama.cpp that referenced this pull request Aug 17, 2026
@CISC CISC linked an issue Aug 18, 2026 that may be closed by this pull request
thecodacus pushed a commit to thecodacus/llama.cpp that referenced this pull request Sep 7, 2026
zbrad pushed a commit to zbrad/llama.cpp that referenced this pull request Sep 10, 2026
pl752 pushed a commit to pl752/llama.cpp that referenced this pull request Sep 15, 2026
frostyautumnleaf pushed a commit to frostyautumnleaf/llama.cpp that referenced this pull request Oct 5, 2026
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Eval bug: invalid gguf type for tokenizer.ggml.scores Eval bug:

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