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
- [Bugfix][Mooncake] Revalidate exact partial-hash hit boundaries
- [Bugfix][Mooncake] Publish exact successful-store KV events
- [Kernel] Fuse FlashInfer GDN prefill state I/O
- [Kernel][MoE] Add VMM-backed SharedEP for native FP4 decode on SM100
- [Kernel][Kimi] fused vision q/k roper kernel
- [Performance]: FlashInfer NVFP4 KV cache causal prefill is ~1.7-1.8x slower than FP8 on SM120
- [Bugfix][Model Runner V2] Restore multimodal draft capability detection
- [Rust Frontend] Propagate W3C trace headers to engine-core requests
- [Bugfix][Platform] Stop re-initializing NVML on every device-capability check (fixes #50381)
- [kv_offload] Session Aware Eviction Policy
- Docs
- Python not yet supported