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
- [Observability] Add structured per-request context to preemption warnings
- [feature] shuffle safetensor weight files
- [Benchmarks] Skip Triton compile failures during MoE tuning
- [MM][CG] Enable encoder CUDA Graph for MiniCPM-V
- [WIP][Model Runner V2] support spec decode + mamba align prefix caching
- [WIP] Automatic pod snapshotting for quick resume
- [Bugfix] Fix MultiConnector state corruption in P/D disaggregated con…
- [BUG] cu129 Nightly Installation Resolves to CUDA 13 Wheel
- [Bug]: Async double streaming_update can break the request ID -> previous batch row mapping and crash the engine
- [RFC]: Per-Layer Parallelism Policy
- Docs
- Python not yet supported