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
- [Test][RL] Add weight update E2E tests
- [Perf][SpecDecode] Preserve active runtime-K width in GDN metadata
- [Bugfix][Perf][Attention] Enable masked NVFP4 XQA on SM120
- [Perf][KV Offload] Skip canonical mappings for packed KV caches
- [Performance]: higher Mooncake Store tail latency with all-HCA registration on 4-TP / 4-RNIC hosts
- [Bugfix][ROCm][Disagg] Do not re-advertise completed MoRIIO WRITE KV as a second remote load
- [Metrics] Add phase-aware engine iteration histograms
- [PD][HeteroArch] Enable nixl kv transfer with heterogeneous buffer device
- [Kimi K3][Kernel] Fuse BF16 shared experts into latent MegaMoE tail
- [Core][Feat] Pluggable KVCacheConfigBuilder for platform/model-specific KV cache planning
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- Python not yet supported