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| author | Kawrakow <iwankawrakow@gmail.com> | 2024-12-10 18:13:47 +0100 |
|---|---|---|
| committer | GitHub <noreply@github.com> | 2024-12-10 18:13:47 +0100 |
| commit | a63a96b5aea031f9dabf1e7c8d5ee28af170e9e7 (patch) | |
| tree | 01e5c72689e8daa72a53bbe069c8669655187a34 /examples/quantize/quantize.cpp | |
| parent | c819fa651beb20c559f692801819e0447d0ead85 (diff) | |
Q5_K_R4 (#132)
* q5_k_r4: WIP
* q5_k_r4: Zen4 and AVX2
We get PP-512(LLaMA-3.1-8B) = 248.3 t/s on Zen4.
Q5_K_S has PP-512 = 190 t/s.
* q5_k_r4: NEON
We get PP-512(LLaMA-3.1-8B) = 96.1 t/s.
---------
Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
Diffstat (limited to 'examples/quantize/quantize.cpp')
| -rw-r--r-- | examples/quantize/quantize.cpp | 1 |
1 files changed, 1 insertions, 0 deletions
diff --git a/examples/quantize/quantize.cpp b/examples/quantize/quantize.cpp index 00cd3cf0..db0fc0d4 100644 --- a/examples/quantize/quantize.cpp +++ b/examples/quantize/quantize.cpp @@ -62,6 +62,7 @@ static const std::vector<struct quant_option> QUANT_OPTIONS = { { "Q4_K_S", LLAMA_FTYPE_MOSTLY_Q4_K_S, " 3.59G, +0.0992 ppl @ LLaMA-v1-7B", }, { "Q4_K_M", LLAMA_FTYPE_MOSTLY_Q4_K_M, " 3.80G, +0.0532 ppl @ LLaMA-v1-7B", }, { "Q5_K", LLAMA_FTYPE_MOSTLY_Q5_K_M, "alias for Q5_K_M", }, + { "Q5_K_R4", LLAMA_FTYPE_MOSTLY_Q5_K_R4, "Q5_K_S repacked", }, { "Q5_K_S", LLAMA_FTYPE_MOSTLY_Q5_K_S, " 4.33G, +0.0400 ppl @ LLaMA-v1-7B", }, { "Q5_K_M", LLAMA_FTYPE_MOSTLY_Q5_K_M, " 4.45G, +0.0122 ppl @ LLaMA-v1-7B", }, { "Q6_K", LLAMA_FTYPE_MOSTLY_Q6_K, " 5.15G, +0.0008 ppl @ LLaMA-v1-7B", }, |