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]: ThinkingBudgetStateHolder maps every request to logits row 0 when spec decoding is on but a step has no drafts
- [Bug]: ThinkingBudgetStateHolder.sync_batch leaks stale state on unidirectional moves
- [Bugfix][Kernel] Keep batch x heads out of gridDim.z in the shared FLA recurrent kernels
- [Core] Opt-in per-request return of the last hidden states in generation (MRV2)
- [Bug]: GLM-5.3 NVFP4 with DCP and MTP does not start on Hopper on main (DSA MTP head, DCP a2a default)
- [Bugfix][KVConnector] Drain preemptions before V2 request updates
- [Perf] Use value-only reduction for FP8 group quantization
- [Frontend] Recover malformed Harmony tool headers at parse time
- [RFC]: Release all releasable GPU memory in sleep mode (tracking)
- [Bugfix][MoRIIO] Preserve WRITE receive mappings after consumer abort
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