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
- [Spec Decode] Fix adaptive verification startup on FA2 GPUs
- [Bugfix] Reject shape mismatches in ShardedStateLoader instead of partially loading (fixes #61681 mechanism)
- fix: validate ngram_gpu compatibility with disabled compilation
- [Bugfix][Core] Emit full reuse events for converged hybrid connector hits
- [Bugfix][KV Offload] Deduplicate replicated GQA heads in canonical storage
- [Feature][KV Offload] Enable canonical offload for chunked-local attention
- [Bugfix] Reject prompt_logprobs=0 with --kv-sharing-fast-prefill
- [Roadmap] Q4 2026 OPD Teacher Serving in vLLM
- [Core] Bound prefix-cache reuse for target-token prefill scoring
- [Test][Spec Decode] Regression test for #61443 (GLM-5.3-Flash DFlash shape) on draft-layer tags
- Docs
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