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authorKawrakow <iwankawrakow@gmail.com>2024-12-11 18:16:49 +0100
committerGitHub <noreply@github.com>2024-12-11 18:16:49 +0100
commit8c6b84220d78d1742cbe55e21746ad68c8df267a (patch)
treef6015f704e2dca4633a9fafa82c80508c7256e99 /ggml/src/ggml-sycl.cpp
parent9469af87f71a8d174064e142ae8eff390d387c6c (diff)
Q2_K_R4 (#136)
* q2_k_r4: Zen4 PP-512(LLaMA-3.1-8B) = 256 t/s * q3_k_r4: AVX2 * q2_k_r4: AVX2 We get PP-512(LLaMA-3.1-8B) = 287 t/s. Also cherry-picked the q3_k_r4 AVX2 adaptation that I somehow forgot to push upstream. * q2_k_r4: NEON We get PP-512(LLaMA-3.1-8B) = 106.2 t/s. TG-128 is 36.02 t/s, which is ~10% higher than q2_K_S. * Make sure rows per thread are a multiple of 4 --------- Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
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