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
- [Bugfix] Fix FP8 cast order in `_compute_prefill_context` for chunked prefill
- [RFC]: Unifying Tool Calling via Region-Scoped Guided Decoding, Tool-Aware Grammars, and Related Parsers
- [ROCm] route known-bad gfx9 ROCM_ATTN mfma4 shapes to Triton
- [RFC]: Automatic test target determination for CI
- [Bug]: Ray Compiled DAG PP channel crashes with AssertionError on concurrent requests (>=2)
- [Bug]: Gemma 4: Engine hang during large prefill caused by Interleaved Attention and p-RoPE implementation
- [Bug]: Engine core initialization failed (Parent process exited) on 2xH100 with Llama-3.3-70B-FP8 (TP/PP=2)
- Shadow mi300 8 test x 5
- [Roadmap] [Draft] vLLM Roadmap Q2 2026
- [RFC]: Support Mooncake Based ECConnector for EPD
- Docs
- Python not yet supported