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]: `prompt_logprobs` ignores `logprobs_mode`
- [RFC]: Revamp Ray Distributed Executor Backend (from Ray team)
- Lora multistream
- [RFC]: Unify engine process monitoring in engine manager and add Ray backend support
- [Bug]: error occurs when using uv pip install -e . on v0.16.0
- [Bug]: Voxtral-Realtime stops returning transcribed text starting from the 3rd concurrent session
- [Hardware][AMD][Bugfix] Fix PTPC FP8 quantization
- [Enhancement]: Qwen3-ASR realtime endpoint produces degraded output — stateless segments, no cross-segment context, raw format leaks
- [Bug]: Harmony models incorrectly drops prior-turn analysis channel in multi-turn conversations
- [RFC]: Remove Per-Block KV Transfer Error Handling
- Docs
- Python not yet supported