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
- [Bug] ValueError: Following weights were not initialized from checkpoint (Gemma 4 models with KV sharing)
- [RFC]: Support Bailing MTP (Multi-Token Prediction) for Ling-2.6-flash
- Fix negative cudagraph memory estimate
- [Misc] Remove orphaned env vars and stale env-var references
- [Bugfix] Gracefully shut down GPU workers when engine-core startup times out or is interrupted (#32116)
- fix: Pin Ray placement group bundles to allowlisted nodes during scale up
- [Metrics] Add per-request preemption histogram (vllm:request_num_preemptions)
- [Draft][Rust] Add video modality support for vllm-rs
- [Frontend] Reduce multimodal preprocessing cache contention
- [Model] Optimize Qwen3-VL image preprocessing with compact patches
- Docs
- Python not yet supported