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llama : use Q4_K for attn_v for Q2_K_S when n_gqa >= 4 (#4996)

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Co-authored-by: Iwan Kawrakow <iwan.kawrakow@gmail.com>
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Kawrakow 2024-01-17 12:36:37 +02:00 committed by GitHub
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commit 2b3a665d39
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1 changed files with 6 additions and 1 deletions
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@ -8477,7 +8477,12 @@ static ggml_type get_k_quant_type(quantize_state_internal & qs, ggml_type new_ty
} }
else if (name == "token_embd.weight") new_type = GGML_TYPE_Q2_K; else if (name == "token_embd.weight") new_type = GGML_TYPE_Q2_K;
} else if (name.find("attn_v.weight") != std::string::npos) { } else if (name.find("attn_v.weight") != std::string::npos) {
if (ftype == LLAMA_FTYPE_MOSTLY_Q2_K) new_type = GGML_TYPE_Q3_K; if (ftype == LLAMA_FTYPE_MOSTLY_Q2_K) {
new_type = qs.model.hparams.n_gqa() >= 4 ? GGML_TYPE_Q4_K : GGML_TYPE_Q3_K;
}
else if (ftype == LLAMA_FTYPE_MOSTLY_Q2_K_S && qs.model.hparams.n_gqa() >= 4) {
new_type = GGML_TYPE_Q4_K;
}
else if (ftype == LLAMA_FTYPE_MOSTLY_Q3_K_M) { else if (ftype == LLAMA_FTYPE_MOSTLY_Q3_K_M) {
new_type = qs.i_attention_wv < 2 ? GGML_TYPE_Q5_K : GGML_TYPE_Q4_K; new_type = qs.i_attention_wv < 2 ? GGML_TYPE_Q5_K : GGML_TYPE_Q4_K;
} }