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][DSV4] wo_a scale getattr fallback for non-Marlin kernel paths
- [Bugfix] Fix CUDA illegal memory access in Marlin MoE c_tmp on SM 12.0a (re-file of #36889)
- [Frontend] Improve response_format validation errors for OpenAI-compatible chat/completion APIs
- [Bugfix] Fix custom compiler backend resolution
- Port MLA attention + quantization fusion to manual fused kernel
- [KV Connector] Add DummyClient mode for MooncakeStoreConnector
- [BugFix] Fix prefix cache hit stats on kv-allocation failure
- [Bugfix] KimiK2 reasoning: accept both `enable_thinking` and `thinking`
- Fix: Prevent Runtime Crashes in MiniCPM-V/O Multimodal Inference on CUDA and XPU
- [Bugfix] Clear stale spec/async state on streaming session rebuild
- Docs
- Python not yet supported