vllm
https://github.com/vllm-project/vllm
Python
A high-throughput and memory-efficient inference and serving engine for LLMs
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- Issues
- [Misc]: int4 support on CPU backend
- [Bug]: Not picking up Neuron on instance (AssertionError: CUDA_HOME is not set)
- [Bug]: Setting best_of and n in SamplingParameters makes the performance of LLaMa3 on GSM8K worse
- [Usage]: In the VLLM background log, only the question asking log can be viewed, but the answer log generated by the large model cannot be viewed. How to display the answer generated by the large model in the log?
- [Bug]: Ray on multi machine cluster fails to detect all nodes.
- [Draft] [FP8] CUTLASS FP8 matrix multiply
- [Bug]: VLLM + tritonserver
- [Bug]: Chunked prefill returning gibberish in some cases.
- [Feature]: Is it possible to dynamically adjust lora tp policy to different situations ?
- [Bug]: use thread after call multiple times. KeyError: request_id
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