Quickstart - vLLMdocs.vllm.ai/en/latest/getting_started/quickstart.html#openai-compatible-server 以Qwen1.5-14b-chat模型为例,假设是单机四卡,要使用 --tensor-parallel-size 参数,防止只用一个卡导致OOM: python -m vllm.entrypoints.openai.api_server --model /model_path/Qwen1.5-14B-Chat --tenso...
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...
[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...
["python3", "-m", "vllm.entrypoints.openai.api_server"] + args, stdout=sys.stdout, stderr=sys.stderr, ) self._wait_for_server() def ready(self): return True def _wait_for_server(self): # run health check start = time.time() while True: try: if requests.get( "http://local...
python-mvllm.entrypoints.openai.api_server--model/Qwen-7B-Chat--served-model-nameqwen-7b--trust-remote-code--port8004 使用以下脚本测试 importasyncioimportjsonimportrefromtypingimportListimportaiohttpimporttqdm.asyncioasyncdeftest_dcu_vllm(qs:List[str]):tasks=[call_llm(q)forqinqs]awaittqdm.asyncio...
python-mvllm.entrypoints.openai.api_server--model/Qwen-7B-Chat--served-model-nameqwen-7b--trust-remote-code--port8004 使用以下脚本测试 importasyncioimportjsonimportrefromtypingimportListimportaiohttpimporttqdm.asyncioasyncdeftest_dcu_vllm(qs:List[str]):tasks=[call_llm(q)forqinqs]awaittqdm.asyncio...
Hi I have a Docker container that I created for vLLM. I built it a few days ago and it worked fine. Today I rebuilt it to get the latest code changes, and now it's failing to launch the OpenAI server. SSHing in to the docker and running ...
used to work in a stable way for my pipeline of batched request completions up to the previous VLLM version. Now, under heavy load (batch 100 with 500-1k tokens per prompt) the server crashes with CUDA outofmem error. Setting--max-num-seqs 64seems to stabilize things but it was not...
We should allow LoRAs to be queried using the vLLM OpenAI server. Originally posted by @Yard1 in #1804 (comment)
closes #2600 how to serve the loras (mimicking the multilora inference example): $ export LORA_PATH=~/.cache/huggingface/hub/models--yard1--llama-2-7b-sql-lora-test/ $ python -m vllm.entrypoints.ap...