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] Add top-k DSpark Markov projection
- bugfix: fp8 MLA with Marlin kernels
- Resolve revision to commit_hash once per model load, via huggingface_hub's `resolve_revision`
- [Bug]: Cross-node Pipeline Parallelism (PP) fails with "invalid device ordinal" at PyNccl warmup on ROCm (AMD RDNA4 / R9700), reproducible on first inference even after context-corruption workaround
- [Model] Fix GLM-OCR MTP weight loading
- [Bug]: SpeculativeConfig method="draft_model" cannot load mixed-precision compressed-tensors checkpoints (config_groups)
- [Misc] Add unit test for moe_fused_mul_sum Triton kernel
- Support Voxtral audio generation in the Transformers backend
- fix(responses): reject code_interpreter tool call missing "code" field
- [Bugfix][MiMo] Apply vision attention sinks in the window attention path
- Docs
- Python not yet supported