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
- fix: cache bad_words tokenization to avoid 'Already borrowed' errors under concurrency
- [Core] Expose engine pause/resume state as prometheus metrics
- [v1] Initialize InputBatch in initialize_kv_cache instead of __init__
- [Bug]: minimax M3MXFP8 with mtp can not start success
- [Security][Rust Frontend] Add input validation to gRPC and HTTP stop_token_ids
- [Feature]: Canvas-aware structured outputs / guided decoding for diffusion language models
- [RFC] RL CI Matrix for vLLM: Behavioral + Physical + Protocol Coverage
- [Kernel] Single-read fast path for fused RMSNorm + dynamic per-token FP8 quant
- [Bug]: RuntimeError: Already borrowed still occurs with bad_words despite thread-safe tokenizer wrapper
- [Draft][Rust Frontend] Route top-N tool-call families through the Dynamo parser
- Docs
- Python not yet supported