ik_llama_opt/ggml/src
Kawrakow 0f6621d410 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>
2024-12-11 18:16:49 +01:00
..
ggml-cann Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
ggml-cuda MMQ for Q6_0 (#115) 2024-11-21 07:12:11 +01:00
ggml-sycl Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
iqk Q2_K_R4 (#136) 2024-12-11 18:16:49 +01:00
kompute@4565194ed7 Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
kompute-shaders Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
llamafile Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
vulkan-shaders Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
CMakeLists.txt Enable q6_0 for flash attention (#101) 2024-10-22 11:34:49 +02:00
ggml-aarch64.c Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
ggml-aarch64.h Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
ggml-alloc.c Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
ggml-backend-impl.h Merge mainline llama.cpp (#3) 2024-07-27 07:55:01 +02:00
ggml-backend.c Bitnet changes (#106) 2024-10-25 13:08:43 +02:00
ggml-blas.cpp Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
ggml-cann.cpp Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
ggml-common.h Q2_K_R4 (#136) 2024-12-11 18:16:49 +01:00
ggml-cuda.cu Faster MoE inference (#112) 2024-10-31 12:05:27 +01:00
ggml-impl.h Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
ggml-kompute.cpp Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
ggml-metal.m Faster MoE inference (#112) 2024-10-31 12:05:27 +01:00
ggml-metal.metal Faster MoE inference (#112) 2024-10-31 12:05:27 +01:00
ggml-quants.c Q2_K_R4 (#136) 2024-12-11 18:16:49 +01:00
ggml-quants.h iq2_bn_r4: fastest Bitnet CPU implementation on the planet (#124) 2024-12-06 12:15:39 +01:00
ggml-rpc.cpp Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
ggml-sycl.cpp Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
ggml-vulkan.cpp Merge mainline - Aug 12 2024 (#17) 2024-08-12 15:14:32 +02:00
ggml.c Q2_K_R4 (#136) 2024-12-11 18:16:49 +01:00