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model: support embeddinggemma2 (text+vision+audio) - #30054
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imaami
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(cherry picked from commit 4fbc76d)
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[qvac-b11259: scale tokens after build_inp_embd, this base has no tok_scale parameter (ggml-org#29622)] Assisted-by: Claude Code (cherry picked from commit 4fbc76d)
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(cherry picked from commit 4fbc76d)
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Oct 9, 2026
The pinned llama.cpp (b11351) predates ggml-org/llama.cpp#30054, which adds the gemma-embedding2 architecture for EmbeddingGemma 2. Carry its graph as an Ollama-owned source plus a small registration patch, the way Laguna was carried. The only change from upstream is the input embedding scale, written with the pinned build_inp_embd API as gemma4.cpp does. Remove both files once LLAMA_CPP_VERSION includes that change.
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Oct 9, 2026
Pins the source build that adds EmbeddingGemma 2 support (ggml-org/llama.cpp#30054). No v-tag after v0.6.0 contains it yet. The source archive has no .git, so pass the build number explicitly and --version reports build 11474.
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graph.yaml declares runtimes (bin, tag, commit, load-tested archs). Each node names its runtime; the validator checks the binary reports the declared commit and fails if the node's GGUF arch was not verified on that runtime. Coder stays on b11374; embeddinggemma-2 (gemma-embedding2, unknown to b11374) runs on official b11539 (includes ggml-org/llama.cpp#30054), port 9951, --embeddings. Tested on miryam: 768-dim embeddings from the graph-rendered command while coder ran (RAM used 5.7/7.1 GiB).
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Overview
Support https://huggingface.co/google/embeddinggemma-2
GGUF: https://huggingface.co/ggml-org/embeddinggemma-2-GGUF
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