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UPSTREAM PR #21985: Feat/modelscope support #1354

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LOCI Review / Performance Per Binary #1354 succeeded Apr 17, 2026

Performance varied across binaries, overall acceptable

1 binary improved · 9 binaries unchanged · 5 binaries stable ~ within threshold · 0 binaries degraded ~ beyond threshold

Binary Δ % Response Δ % Throughput Performance (based on response time)
build.bin.libggml-base.so 0 0 unchanged
build.bin.libggml-cpu.so 0.39 0 stable
build.bin.libggml.so 0 0.02 unchanged
build.bin.libllama.so 0.07 -0.01 stable
build.bin.libmtmd.so 0 0 unchanged
build.bin.llama-bench 3.15 0.54 stable
build.bin.llama-cvector-generator 0.43 0.2 stable
build.bin.llama-gemma3-cli 0 0.38 unchanged
build.bin.llama-gguf-split 0 0.04 unchanged
build.bin.llama-llava-cli 0 0.38 unchanged
build.bin.llama-minicpmv-cli 0 0.38 unchanged
build.bin.llama-quantize -0.06 -0.13 improved
build.bin.llama-qwen2vl-cli 0 0.38 unchanged
build.bin.llama-tokenize 0 -0.01 unchanged
build.bin.llama-tts 0.07 0.27 stable

Performance threshold: 30%
Default configuration used.
Note: Performance status is evaluated only from Δ% Response. Throughput is displayed for reference.

Explore the complete analysis inside the Loci Inspector.
Open the Pull Request linked to this check-run.