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@@ -47,7 +47,7 @@ This model can be deployed efficiently using the [vLLM](https://docs.vllm.ai/en/
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  from vllm import LLM, SamplingParams
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  from transformers import AutoTokenizer
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- model_id = "neuralmagic/Qwen2.5-72B-quantized.w8a8"
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  number_gpus = 2
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  max_model_len = 8192
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@@ -74,7 +74,7 @@ The model was evaluated on the [OpenLLM](https://huggingface.co/spaces/open-llm-
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  ```
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  lm_eval \
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  --model vllm \
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- --model_args pretrained="neuralmagic/Qwen2.5-72B-quantized.w8a8",dtype=auto,gpu_memory_utilization=0.9,add_bos_token=True,max_model_len=4096,enable_chunk_prefill=True,tensor_parallel_size=2 \
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  --tasks openllm \
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  --batch_size auto
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  ```
 
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  from vllm import LLM, SamplingParams
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  from transformers import AutoTokenizer
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+ model_id = "neuralmagic-ent/Qwen2.5-72B-quantized.w8a8"
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  number_gpus = 2
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  max_model_len = 8192
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  ```
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  lm_eval \
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  --model vllm \
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+ --model_args pretrained="neuralmagic-ent/Qwen2.5-72B-quantized.w8a8",dtype=auto,gpu_memory_utilization=0.9,add_bos_token=True,max_model_len=4096,enable_chunk_prefill=True,tensor_parallel_size=2 \
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  --tasks openllm \
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  --batch_size auto
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  ```