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]: error `Counters can only be incremented by non-negative amounts.` in `metrics` module
- [Bug]: PaliGemma serving
- [Bug]: In SamplingParams, setting n to a large value (e.g., 512) never finishes
- [Usage]: How to fix the batch size whiling decoding?
- [Usage]: What do max_num_seqs and max_model_len do
- [ CI ] Awq Marlin Integration Tests
- [Bug]: Is vllm support function call mode?
- [Bug]: No available block found in 60 second in shm
- [Feature]: Support DeepSeek-V2 - MI300x
- [Performance]: Flashinfer backend's improvement is marginal compared to FlashAttention backend for long context Qwen2-72b-instruct-128k
- Docs
- Python not yet supported