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
- [Feature] Use Fp8 Query for Triton Attention on ROCm
- [Bugfix][Model] Fix Eagle2.5-VL using ImageNet normalization instead of SigLIP2
- [Mamba] Speculative Decoding Mamba
- [Bug]: RuntimeError triton error during profile_run with Qwen3.5-MoE vision encoder on ROCm
- [CI] Add batch invariant test for b200
- [compile] Add a fast serializer for aot save/load.
- fusing dynamic quantization in fused_moe_lora_fp8 to keep PDL on
- [RFC]: Add Nunchaku SVDQuant W4A4 quantization backend
- [Core] CUDA Checkpoint/Restore — Phase 1: C Extension, Python Wrapper, Worker Methods
- [Draft] Fix transitional step bug
- Docs
- Python not yet supported