llama-2 70b model using openai_api_server chat completions api or gradio interface times out
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Description
trying to have conversation using the gradio interface or openai_api_server with llama-2 70b model ( with. 4 gous ), it kind of times out. has anyone had any success with this? at one point i got this error from gradio interface, curl using openai_api_server chat completions takes more than 3-4mins and never completes
Error -
NETWORK ERROR DUE TO HIGH TRAFFIC. PLEASE REGENERATE OR REFRESH THIS PAGE.
(Tensor on device cuda:0 is not on the expected device meta!)
(error_code: 50001)
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Research direction
Start by reproducing the timeout through the gradio interface and the openai_api_server chat completions API with the llama-2 70b model and the reported 4-GPU setup. Inspect the reported CUDA device mismatch and determine whether either entry point completes reliably; done means identifying a reproducible cause and confirming successful chat completions without the timeout or device error.
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Assessment
- Tech stack
- python
- Domain
- api, backend, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100