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
- [Quantization] NVFP4 W4A16: fall back to weight-only emulation when Marlin is unavailable
- [Bugfix][Anthropic API] Default to merging inline system messages
- [Spec][V2] Pack PP sampled/counts/draft broadcast into one NCCL op per step
- [Bugfix] Fix `--data-parallel-start-rank 0` being treated as unset in `create_engine_config`
- [Bugfix] DeepSeek V3.2/V4: drop whitespace content deltas around too…
- [Bugfix] Fix KV cache metrics event handling
- Add GPT-OSS BF16 expert remap regression test
- Add FP8 W8A8 Block kernel configs for NVIDIA GeForce RTX 4090D
- [Bugfix][Qwen2.5-VL] Honor video fps for temporal M-RoPE
- [Draft] Add NexusQuant E8 lattice KV cache quantization backend
- Docs
- Python not yet supported