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
- [Usage]: Gemma2-9b not working on A10G 24gb gpu
- [Bug]: Qwen2 Moe FP8 not supported on L40
- [Bug]: vllm not working in lightllm
- [Misc]: Min thread limitation inconsistency for gptq_marlin
- [Core][Model] Add simple_model_runner and a new model XLMRobertaForSequenceClassification through multimodal interface
- [Feature]: FlashInfer + Gemma 2 for AMD GPU
- [Bug]: Gemma2 supports 8192 context with sliding window, but vllm only does 4196 or fails if try 8192
- [Usage]: vllm openai api server never ends in most cases
- [Bug]: AsyncEngineDeadError: Task finished unexpectedly with Gemma2 9B
- [Bug]: Guided decoding with Phi-3-small crashes
- Docs
- Python not yet supported