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
- Add support for DeepSeek Attention replay on CUDA
- [Bugfix] Use getattr fallback for weight_loader in stacked-param branch
- Add retry logic to LoRA adapter config loading
- [Bugfix][Model] Fix Ultravox silent weight overwrite for diff checkpoints
- [CI] Fix `tests/evals/gsm8k/test_gsm8k_correctness.py` for `Qwen3-Next-80B-A3B-NVFP4-EP2`
- [Test] Improve flashinfer cutlass moe test coverage
- fix(tool_parsers): remove kimi k2 8k section char limit that truncates large tool call arguments
- dcp prefill -> non-dcp decode prototype
- [Core] Support structured outputs for beam search
- feat(model): add embed_sparse task for BGE-M3 server-side sparse aggr…
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- Python not yet supported