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| author | Kawrakow <iwankawrakow@gmail.com> | 2024-12-12 16:04:20 +0100 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2024-12-12 16:04:20 +0100 |
| commit | 2700d3af36e5ce11f6c2c9644130635f83bae6d5 (patch) | |
| tree | 7e3a65fd9c8318fd654f83f7431b906cc017b34a /ggml/include/ggml.h | |
| parent | aecc95c0cabc6604642e7bc4a8c9e5cb5233ebc4 (diff) | |
IQ4_K_R4 (#138)
* iq4_k_r4: WIP
* iq4_k_r4: Zen4 and hopefully AVX2
On Zen4 we get PP-512(LLaMA-3.1-8B) = 232.6 t/s, up from 182.2 t/s
for iq4_k. Applying the extra shift costs a ~6 performance penalty.
* iq4_k_r4: AVX2
PP-512 = 227.60 t/s. The shifts are really costly.
* iq4_k_r4: NEON
We get PP-512(LLaMA-3.1-8B) = 108 t/s, up from 58.2 t/s for iq4_k.
---------
Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
Diffstat (limited to 'ggml/include/ggml.h')
| -rw-r--r-- | ggml/include/ggml.h | 2 |
1 files changed, 2 insertions, 0 deletions
diff --git a/ggml/include/ggml.h b/ggml/include/ggml.h index 2ed0fb1f..8fb4a472 100644 --- a/ggml/include/ggml.h +++ b/ggml/include/ggml.h @@ -421,6 +421,7 @@ extern "C" { GGML_TYPE_IQ4_XS_R4 = 223, GGML_TYPE_Q6_0_R4 = 233, GGML_TYPE_IQ2_BN_R4 = 335, + GGML_TYPE_IQ4_K_R4 = 339, GGML_TYPE_COUNT, }; @@ -492,6 +493,7 @@ extern "C" { GGML_FTYPE_MOSTLY_IQ4_XS_R4 = 222, // except 1d tensors GGML_FTYPE_MOSTLY_Q6_0_R4 = 227, // except 1d tensors GGML_FTYPE_MOSTLY_IQ2_BN_R4 = 329, // except 1d tensors + GGML_FTYPE_MOSTLY_IQ4_K_R4 = 332, // except 1d tensors }; // available tensor operations: |