| | --- |
| | license: mit |
| | language: |
| | - en |
| | base_model: |
| | - deepseek-ai/DeepSeek-R1-Distill-Qwen-7B |
| | --- |
| | AWQ 4 bits quantization from DeepSeek-R1-Distill-Qwen-7B commit 393119fcd6a873e5776c79b0db01c96911f5f0fc |
| |
|
| | ```python |
| | from awq import AutoAWQForCausalLM |
| | from transformers import AutoTokenizer |
| | model_name = "deepseek-ai/DeepSeek-R1-Distill-Qwen-7B" |
| | commit_hash = "393119fcd6a873e5776c79b0db01c96911f5f0fc" |
| | # 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": "GEMV" } |
| | model.quantize(tokenizer, quant_config=quant_config) |
| | ``` |
