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
- [RFC]: Path to vLLM 1.0 Release
- [Async Scheduling] Support async scheduling with ray backend
- [Frontend][CLI] Add --enable-dashboard for vLLM Web UI
- [Bug]: VLLM v0.10.0 failed to deploy the qwen3-30b-moe model. The error is AttributeError: '_OpNamespace' '_moe_C' object has no attribute 'topk_softmax'.
- [Bugfix] Make unspecified --host bind to dual stack
- [Performance]: Custom fused kernel tracking
- [RFC]: Kernel Library Restructure / Packaging Split (addressing long build times)
- Implement LMDB-based multi-modal cache
- [Feature]: Extract KV-Cache update from all attention backends
- [Bug]: vLLM hangs forever on waiting engine process to start
- Docs
- Python not yet supported