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RWKV v6: Add time_mix_decay_w1/w2 in quant exclusion list #9387

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Sep 10, 2024
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RWKV v6: Add time_mix_decay_w1/w2 in quant exclusion list #9387

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2 changes: 2 additions & 0 deletions convert_hf_to_gguf.py
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Original file line number Diff line number Diff line change
Expand Up @@ -302,6 +302,8 @@ def prepare_tensors(self):
gguf.MODEL_TENSOR.TIME_MIX_FIRST,
gguf.MODEL_TENSOR.TIME_MIX_W1,
gguf.MODEL_TENSOR.TIME_MIX_W2,
gguf.MODEL_TENSOR.TIME_MIX_DECAY_W1,
gguf.MODEL_TENSOR.TIME_MIX_DECAY_W2,
)
)
or not new_name.endswith(".weight")
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2 changes: 2 additions & 0 deletions src/llama.cpp
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Expand Up @@ -17530,6 +17530,8 @@ static void llama_model_quantize_internal(const std::string & fname_inp, const s
quantize &= name.find("time_mix_first.weight") == std::string::npos;
quantize &= name.find("time_mix_w1.weight") == std::string::npos;
quantize &= name.find("time_mix_w2.weight") == std::string::npos;
quantize &= name.find("time_mix_decay_w1.weight") == std::string::npos;
quantize &= name.find("time_mix_decay_w2.weight") == std::string::npos;

// do not quantize relative position bias (T5)
quantize &= name.find("attn_rel_b.weight") == std::string::npos;
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