CUDA_VISIBLE_DEVICES=0,1 swift deploy \ --model Qwen/Qwen2.5-VL-7B-Instruct \ --infer_backend vllm \ --served_model_name Qwen2.5-VL-7B-Instruct \ --vllm_max_model_len 8192 \ --vllm_gpu_memory_utilization 0.9 \ --vllm_data_parallel_size 2 # After the server-side deployment above is successful, use the command below to perform a client call test. # curl http://localhost:8000/v1/chat/completions \ # -H "Content-Type: application/json" \ # -d '{ # "model": "Qwen2.5-VL-7B-Instruct", # "messages": [{"role": "user", "content": [ # {"type": "image", "image": "http://modelscope-open.oss-cn-hangzhou.aliyuncs.com/images/cat.png"}, # {"type": "image", "image": "http://modelscope-open.oss-cn-hangzhou.aliyuncs.com/images/animal.png"}, # {"type": "text", "text": "What is the difference between the two images?"} # ]}], # "max_tokens": 256, # "temperature": 0 # }'