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cont : refactor + fix checks

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UPSTREAM PR #19261: spec : fix the check-rate logic of ngram-simple #1133

cont : refactor + fix checks
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LOCI Review / Performance Per Binary #1133 succeeded Feb 2, 2026

Overall performance improved

2 binaries improved · 13 binaries unchanged · 0 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 0 unchanged
build.bin.libggml.so 0 0 unchanged
build.bin.libllama.so 0 0 unchanged
build.bin.libmtmd.so 0 0 unchanged
build.bin.llama-bench 0 0 unchanged
build.bin.llama-cvector-generator -0.63 -0.1 improved
build.bin.llama-gemma3-cli 0 0 unchanged
build.bin.llama-gguf-split 0 0 unchanged
build.bin.llama-llava-cli 0 0 unchanged
build.bin.llama-minicpmv-cli 0 0 unchanged
build.bin.llama-quantize 0 0 unchanged
build.bin.llama-qwen2vl-cli 0 0 unchanged
build.bin.llama-tokenize 0 0 unchanged
build.bin.llama-tts -0.26 -0.08 improved

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

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