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Gahow Wang 3f1c3d429a docs: llama.cpp vs xserv benchmark results + summary
Record what the new baseline adds (llama.cpp pinned b9371, same BF16 weights,
AIME 2025 + GSM8K) and the measured results: performance (xserv ~0.45-0.61x
llama.cpp throughput) and quality parity (GSM8K 94% vs 96%, AIME 23.3% vs 20%
after the context fix), plus the findings the bench surfaced.

Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
2026-05-28 15:06:21 +08:00

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/target
*.o
*.so
*.a
*.ptx
*.cubin
**/*.rs.bk
.env
*.npy
# llama.cpp baseline (cloned/submoduled by tools/setup-llama-cpp.sh)
/third_party/llama.cpp/build/
/third_party/llama.cpp/models/
*.gguf
# Benchmark output + fetched datasets (transferred to GPU host, not committed)
/bench-out/
/tools/bench/data/
/tools/__pycache__/
/tools/bench/__pycache__/
/tools/bench/**/__pycache__/