import base64 import os import requests from modelscope import snapshot_download # type: ignore mm_dir = snapshot_download("vllm-ascend/mm_request", repo_type='dataset') image_path = os.path.join(mm_dir, "test_mm2.jpg") with open(image_path, 'rb') as image_file: image_data = base64.b64encode(image_file.read()).decode('utf-8') data = { "messages": [{ "role": "user", "content": [{ "type": "text", "text": "What is the content of this image?" }, { "type": "image_url", "image_url": { "url": f"data:image/jpeg;base64,{image_data}" } }] }], "eos_token_id": [1, 106], "pad_token_id": 0, "top_k": 64, "top_p": 0.95, "max_tokens": 8192, "stream": False } headers = {'Accept': 'application/json', 'Content-Type': 'application/json'} def send_image_request(model, server): data["model"] = model url = server.url_for("v1", "chat", "completions") response = requests.post(url, headers=headers, json=data) print("Status Code:", response.status_code) response_json = response.json() print("Response:", response_json) assert response_json["choices"][0]["message"]["content"], "empty response"