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* model : add LiquidAI/LFM3-1.7B and LiquidAI/LFM3-VL-2B Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@huggingface.co> Co-authored-by: Xuan-Son Nguyen <son@huggingface.co> Assisted-by: Claude Opus 5.5 * tests : set the SWA rope base of the LFM3 test model Assisted-by: Claude Opus 5.5 * llama : enable recurrent state rollback for LFM3 Assisted-by: Claude Opus 5.5 * Apply batched suggestions from code review Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@huggingface.co> Co-authored-by: Tarek Dakhran <github@dakhran.com> * gguf-py : align the lfm3vl mapping comments Assisted-by: Claude Opus 5.5 * llama : fix CRLF line endings from the review suggestions Assisted-by: Claude Opus 5.5 * tests : add the LFM3 Metal fusion baseline Assisted-by: Claude Opus 5.5 * llama : keep the LFM3-VL depthwise conv kernels in F32 when quantizing Assisted-by: Claude Opus 5.5 --------- Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@huggingface.co> Co-authored-by: Xuan-Son Nguyen <son@huggingface.co>
Fusion baselines
Per-device baselines for test-fusion, one CSV per backend (e.g. MTL.csv). Rows are
arch,moe,mode,label,count. Regenerate a CSV whenever fusion patterns change.
Update a baseline
cmake -B build -DCMAKE_BUILD_TYPE=Release -DGGML_METAL=ON # enable the target backend
cmake --build build --config Release --target test-llama-archs --target test-fusion -j
rm -rf build-ci-models && mkdir -p build-ci-models
./build/bin/test-llama-archs -o build-ci-models
./build/bin/test-fusion --models build-ci-models --device MTL0 --record MTL.csv
Validate
./build/bin/test-fusion --models build-ci-models --device MTL0 --check MTL.csv
Non-zero exit means a row differs from the baseline. Use --model FILE to run a single
architecture. --check also reports baseline rows that the run no longer produces, so a fusion
that stops matching fails the run instead of silently dropping out of the CSV.