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
- [Bug]: Mismatch in TTFT count and number of successful requests completed
- [Performance]: Llama 3 70B; vLLM does not scale beyond TP=4
- [Bug]: vLLM 0.5.5 and FlashInfer0.1.6
- [Performance]: Too slow when serving for large number of prompts.
- [Bug]: dtype float16 Failure to use enable-chunked-prefill
- [Bug]: vllm cpu installation build from source error
- [New Model]: ValueError: Model architectures ['UltravoxModel'] are not supported for now.
- [Bugfix] Fix bug in detokenizer.py
- [Bug]: Docker image for 0.5.4 does not include package timm==0.9.10 to run MiniCPMV
- [Installation]: Using Image to build from source get error
- Docs
- Python not yet supported