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][Offload] Free stale pinned copy during prefetch-offload weight loading
- [Bugfix][Model] Route Gemma 4 per-layer embeddings through the CPU weight offloader
- [Performance]: Whisper log-mel runs on the renderer thread instead of the GPU worker
- [Bugfix][Attention] Avoid runtime JIT in Triton unified attention when num_seqs changes
- [Doc] Sync supported_models.md with model registry
- [Model] Fall back to block_configs for heterogeneous Nemotron-H MoE layers
- [Bugfix] Keep the top-p filter on one kernel path under batch invariance
- [Bugfix][Attention] Accept split KV blocks in the b12x backend
- [Kernel][Perf] Bound DSA candidate mask writes to each row's extent
- [Bugfix] Make PyTorch top-k tie-breaking deterministic
- Docs
- Python not yet supported