millaguie/llama.cpp
1
0
Fork 0
Code Issues Pull Requests Actions 30 Packages Projects Releases Wiki Activity
Files
f42e29fdf199481effd31f281bf095ec6067757b
llama.cpp/ggml/src/ggml-cpu
T
History
Adrien Gallouët f84270ea10 ggml : use 64 bytes aligned tile buffers (#21058) 
| Model                            | Test   |   t/s OLD |   t/s NEW |   Speedup |
|:---------------------------------|:-------|----------:|----------:|----------:|
| qwen35 0.8B BF16                 | pp512  |    584.59 |    595.41 |      1.02 |
| qwen35 0.8B BF16                 | tg128  |     52.23 |     52.82 |      1.01 |
| qwen35 0.8B IQ2_M - 2.7 bpw      | pp512  |    260.64 |    261.70 |      1.00 |
| qwen35 0.8B IQ2_M - 2.7 bpw      | tg128  |     81.17 |     80.89 |      1.00 |
| qwen35 0.8B IQ2_XXS - 2.0625 bpw | pp512  |    302.36 |    302.56 |      1.00 |
| qwen35 0.8B IQ2_XXS - 2.0625 bpw | tg128  |     84.93 |     85.12 |      1.00 |
| qwen35 0.8B IQ3_XXS - 3.0625 bpw | pp512  |    263.22 |    260.01 |      0.99 |
| qwen35 0.8B IQ3_XXS - 3.0625 bpw | tg128  |     80.29 |     78.94 |      0.98 |
| qwen35 0.8B IQ4_NL - 4.5 bpw     | pp512  |    728.65 |    742.09 |      1.02 |
| qwen35 0.8B IQ4_NL - 4.5 bpw     | tg128  |     82.39 |     84.46 |      1.03 |
| qwen35 0.8B IQ4_XS - 4.25 bpw    | pp512  |    681.33 |    677.06 |      0.99 |
| qwen35 0.8B IQ4_XS - 4.25 bpw    | tg128  |     80.18 |     79.28 |      0.99 |
| qwen35 0.8B Q2_K_M               | pp512  |    413.28 |    415.94 |      1.01 |
| qwen35 0.8B Q2_K_M               | tg128  |     81.90 |     82.78 |      1.01 |
| qwen35 0.8B Q3_K_M               | pp512  |    493.17 |    495.08 |      1.00 |
| qwen35 0.8B Q3_K_M               | tg128  |     82.75 |     83.23 |      1.01 |
| qwen35 0.8B Q3_K_S               | pp512  |    429.35 |    427.64 |      1.00 |
| qwen35 0.8B Q3_K_S               | tg128  |     86.69 |     87.02 |      1.00 |
| qwen35 0.8B Q4_0                 | pp512  |    783.46 |    782.32 |      1.00 |
| qwen35 0.8B Q4_0                 | tg128  |     88.23 |     87.90 |      1.00 |
| qwen35 0.8B Q4_1                 | pp512  |    741.71 |    729.76 |      0.98 |
| qwen35 0.8B Q4_1                 | tg128  |     85.44 |     86.01 |      1.01 |
| qwen35 0.8B Q4_K_M               | pp512  |    676.24 |    681.31 |      1.01 |
| qwen35 0.8B Q4_K_M               | tg128  |     76.59 |     77.06 |      1.01 |
| qwen35 0.8B Q4_K_S               | pp512  |    683.12 |    688.81 |      1.01 |
| qwen35 0.8B Q4_K_S               | tg128  |     80.50 |     81.19 |      1.01 |
| qwen35 0.8B Q5_K_M               | pp512  |    635.33 |    642.11 |      1.01 |
| qwen35 0.8B Q5_K_M               | tg128  |     72.07 |     72.49 |      1.01 |
| qwen35 0.8B Q5_K_S               | pp512  |    660.95 |    658.18 |      1.00 |
| qwen35 0.8B Q5_K_S               | tg128  |     72.19 |     72.95 |      1.01 |
| qwen35 0.8B Q6_K                 | pp512  |    647.97 |    638.84 |      0.99 |
| qwen35 0.8B Q6_K                 | tg128  |     72.83 |     72.49 |      1.00 |
| qwen35 0.8B Q8_0                 | pp512  |    805.01 |    785.49 |      0.98 |
| qwen35 0.8B Q8_0                 | tg128  |     70.10 |     70.13 |      1.00 |

Signed-off-by: Adrien Gallouët <angt@huggingface.co>
2026-04-27 09:30:55 +03:00
..
amx
ggml : use 64 bytes aligned tile buffers (#21058)
2026-04-27 09:30:55 +03:00
arch
ggml-cpu: optimize avx2 q6_k (#22345)
2026-04-26 09:27:50 +03:00
cmake
ggml : build backends as libraries (#10256)
2024-11-14 18:04:35 +01:00
kleidiai
kleidiai : fix MUL_MAT support for batched (3D) inputs (#20620)
2026-03-17 14:03:54 +02:00
llamafile
ggml-cpu: fix fallback for RVV kernels without zvfh (#21157)
2026-04-01 11:10:03 +03:00
spacemit
ggml : fix SpaceMit IME array out-of-bounds in task assignment (#16629)
2025-10-17 13:01:23 +03:00
arch-fallback.h
ggml-cpu: Optimized x86 and generic cpu q1_0 dot (follow up) (#21636)
2026-04-20 19:02:54 +03:00
binary-ops.cpp
ggml : extend bin bcast for permuted src1 (#19484)
2026-02-11 07:52:00 +02:00
binary-ops.h
cpu: de-duplicate some of the operators and refactor (ggml/1144)
2025-03-30 08:33:31 +03:00
CMakeLists.txt
fix(ggml): correct RISC-V ISA string canonical ordering for RVV in CMake (#20888)
2026-03-26 13:08:41 +02:00
common.h
ggml-cpu: FA add GEMM microkernel (#19422)
2026-02-15 11:09:24 +05:30
ggml-cpu-impl.h
ggml : fix ARM NEON nvfp4 dot product on non-dotprod targets (#21559)
2026-04-14 14:23:45 +03:00
ggml-cpu.c
ggml: add Q1_0 1-bit quantization support (CPU) (#21273)
2026-04-06 20:55:21 +02:00
ggml-cpu.cpp
ggml: backend-agnostic tensor parallelism (experimental) (#19378)
2026-04-09 16:42:19 +02:00
hbm.cpp
ggml-cpu : split arch-specific implementations (#13892)
2025-06-09 16:47:13 +02:00
hbm.h
ggml-cpu : split arch-specific implementations (#13892)
2025-06-09 16:47:13 +02:00
ops.cpp
ggml : fix a few instances of missing GGML_TYPE_Q1_0 cases (#21716)
2026-04-11 09:45:00 +03:00
ops.h
ggml: add GATED_DELTA_NET op (#19504)
2026-03-07 15:41:10 +08:00
quants.c
ggml-cpu: Optimized x86 and generic cpu q1_0 dot (follow up) (#21636)
2026-04-20 19:02:54 +03:00
quants.h
ggml: add Q1_0 1-bit quantization support (CPU) (#21273)
2026-04-06 20:55:21 +02:00
repack.cpp
ggml-cpu: fix RVV checks in quants and repacking (#20682)
2026-03-17 16:03:40 +02:00
repack.h
ggml-cpu: add RVV repack GEMM and GEMV for quantization types (#19121)
2026-03-10 08:49:52 +02:00
simd-gemm.h
ggml : implemented simd_gemm kernel for riscv vector extension (#20627)
2026-04-16 11:14:26 +03:00
simd-mappings.h
ggml : add native AVX512-FP16 support for F16 operations (#20529)
2026-03-14 10:06:14 +01:00
traits.cpp
ggml : fix fallback to CPU for ununsupported ops (#15118)
2025-08-06 14:37:35 +02:00
traits.h
ggml : fix fallback to CPU for ununsupported ops (#15118)
2025-08-06 14:37:35 +02:00
unary-ops.cpp
ggml : unary ops support non-cont src0 + metal F16 unary ops (#19511)
2026-02-11 18:58:43 +02:00
unary-ops.h
ggml : add ops SOFTPLUS, EXPM1, TRI, SOLVE_TRI, CUMSUM (#17063)
2025-11-13 20:54:47 +02:00
vec.cpp
ggml-cpu: optimize ggml_vec_dot_bf16 for s390x (#19399)
2026-02-15 18:20:35 +08:00
vec.h
ggml-cpu : re-enable fast gelu_quick_f16 (#22339)
2026-04-26 09:28:14 +03:00