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
- [ROCm][CI] Loosen block-FP8 fused MoE test tolerance for large-K shapes
- [Bugfix][LoRA] Add embedding_modules for Qwen3.5 CausalLM
- [Bug]: [MRV2] MTP speculative decoding crashes with cudaErrorStreamCaptureUnsupported during CUDA graph capture
- [Do Not Merge][2/N][Attention] Enable masked MHA for sparse MLA prefills
- Fixes Issue #48749, Co-authered by Google Antigravity
- [Bug]: Qwen3.5-35B FP8 kv cache is slower than BF16 kv cache on SM90 (Hopper)
- [Kernel] ReplaySSM: cache SSM inputs for faster Gated DeltaNet standard decode
- [Bugfix][Spec Decode] Fix multi-layer Qwen3.5 MTP dispatch
- [Bugfix][Model] Fix Qwen3.5 MTP multimodal weight loading
- [Bugfix][Tool Parser] Phi4Mini: don't drop tool calls with nested-array arguments
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