这样,其他系统就可以通过调用该Server的API接口,与ChatGLM2进行交互。 设计API接口:参考OpenAI的API接口设计,我们可以设计类似的API接口,如/completions用于生成对话内容,/chat用于进行对话交互等。 实现API接口:使用Flask、Django等Web框架,实现上述API接口。在接口实现中,调用VLLM提供的API接口,将用户的输入传递给ChatGL...
openai.api_server import * 7 + from vllm.transformers_utils.tokenizer import get_tokenizer 8 + from vllm.entrypoints.openai.serving_chat import OpenAIServingChat 9 + from vllm.entrypoints.openai.protocol import ChatCompletionRequest 10 10 11 11 chatml_jinja_path = pathlib.Path(os.path...
21 + ["python3", "-m", "vllm.entrypoints.openai.api_server"] + args, 22 + stdout=sys.stdout, 23 + stderr=sys.stderr, 24 + ) 25 + self._wait_for_server() 26 + 27 + def ready(self): 28 + return True 29 + 30 + def _wait_for_server(self): 31 + # ...
要在使用 python -m vllm.entrypoints.openai.api_server 命令时指定GPU,你可以通过添加 --gpu-memory-utilization 参数来控制GPU内存的利用率,或者通过设置环境变量 CUDA_VISIBLE_DEVICES 来指定具体的GPU设备。以下是详细的步骤和示例代码: 1. 使用 --gpu-memory-utilization 参数 这个参数允许你设置GPU内存利用率...
500: Open WebUI: Server Connection Steps to Reproduce Install and start serving the OpenAI Compatible inference server using vLLM vllm serve Qwen/Qwen2.5-1.5B-instruct --dtype=half Run the OpenWebUI using docker docker run -d -p 3000:8080 -v open-webui:/app/backend/data --name open-we...
[conda] Could not collect ROCM Version: Could not collect Neuron SDK Version: N/A vLLM Version: N/A vLLM Build Flags: CUDA Archs: Not Set; ROCm: Disabled; Neuron: Disabled GPU Topology: GPU0 GPU1 GPU2 GPU3 GPU4 GPU5 GPU6 GPU7 NIC0 NIC1 NIC2 NIC3 NIC4 NIC5 NIC6 NIC7 CPU...
2 + This script creates a vLLM OpenAI Server demo with vLLM for the CogAgent model, 3 + using the OpenAI API to interact with the model. 4 + 5 + You can specify the model path, host, and port via command-line arguments, for example: 6 + python vllm_openai_demo.py --model...
To reproduce, first run the api server vllm serve meta-llama/Llama-3.1-8B-Instruct --dtype bfloat16 --enforce-eager --host 0.0.0.0 --port 8011 --gpu-memory-utilization 0.95 Then run (batching with multithread) from openai import OpenAI from tqdm.auto import tqdm from concurrent.futures...
An open-sourced end-to-end VLM-based GUI Agent. Contribute to jmwdpk/CogAgent development by creating an account on GitHub.
python -m vllm.entrypoints.openai.api_server --model /model_path/Qwen1.5-14B-Chat --tensor-parallel-size=4 测试一下,应该会列出来现在的模型信息: curl http://localhost:8000/v1/models 请求一下: curl http://localhost:8000/v1/completions \ -H "Content-Type: application/json" \ -d '{ ...