DeepSeek-R1 Family
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AWQ 4 bits quantization from DeepSeek-R1-Distill-Qwen-14B commit 123265213609ea67934b1790bbb0203d3c50f54f
from awq import AutoAWQForCausalLM
from transformers import AutoTokenizer
model_name = "deepseek-ai/DeepSeek-R1-Distill-Qwen-14B"
commit_hash = "123265213609ea67934b1790bbb0203d3c50f54f"
# Download the model and tokenizer at the specific commit hash
model = AutoAWQForCausalLM.from_pretrained(model_name, revision=commit_hash)
tokenizer = AutoTokenizer.from_pretrained(model_name, revision=commit_hash)
quant_config = { "zero_point": True, "q_group_size": 128, "w_bit": 4, "version": "GEMM" }
model.quantize(tokenizer, quant_config=quant_config)
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