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][MoE] Handle empty routing in moe_permute
- [Perf][MoE] RoutedExperts: O(1) Pre-Indexed Weight Mapping, Bulk 3D Loading Interface, and Dynamic Kwargs Filtering
- [Bugfix][Frontend] Accept thinking content parts in the Inkling renderer
- [ROCm][Perf] Kimi-K3: O(1) Pre-Indexed Weight Mapping and Scale Key Collision Avoidance in AMD Linear Loader
- [Perf] Fuse MiMo partial RoPE, value scaling, and packed DiffKV writes
- [Performance]: Suboptimal SM90 FP8 CUTLASS MoE dispatch on H20 EP8 — upstream fix proposed
- [ROCm][Perf] Fuse the GDN gated RMSNorm into out_proj at decode
- [Bugfix] Flush DeepSeek V3.1 tool arguments that do not end in a string
- [CI][macOS] Make RunAI test dependencies platform-aware
- [Model] Add Laya decision pooling
- Docs
- Python not yet supported