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
- [Attention] Add UltraQuant 4-bit KV cache backend (FlyDSL D=256)
- [Bugfix] Apply kv_b_proj LoRA during MLA prefill
- [Profiler] Add asynchronous periodic Proton profiling to vllm bench
- [Platform] Support platform-specific MLA prefill backend selection
- [Bugfix][Multimodal] Fix Qwen3-ASR audio preprocessing parity
- [NIXL] Bump NIXL version to 1.5.0
- [watermark] compatibility validation
- [Bugfix][Pooling] Release cached queries when Flash scoring is cancelled
- [Bugfix][GDN] Fall back when the fused kernel image is unavailable
- [Doc] Add controlled Rust frontend decode Graph validation guide
- Docs
- Python not yet supported