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
- [Bug]: vllm-0.22.0 fail to run "Qwen/Qwen3.5-9B" in offline `LLM` mode
- [Bug]: [ROCm][FLA] chunk_gated_delta_rule Triton compilation fails on MI210/gfx90a with num_stages=4
- [Metrics] Add vllm:request_received counter labeled by input modality
- perf: add push-based allreduce for small tensor reductions
- [ROCm][Kernel][AITER] BlockScale FP8 SplitK zero-init fusion
- [Bug]: SamplingParams uses assert for input validation — silently skipped under python -O
- [Perf] Add H200 BF16 fused MoE configs for Gemma4 (E=128,N=704)
- [RFC]: MTP Routing for Qwen3.5 Series Multi-LoRA Deployments
- [Bug]: Inference-time probabilistic error: pre-allocated buffer size mismatch in indexer
- [CPU][Zen] Route Int8 MoE inference through zentorch on AMD
- Docs
- Python not yet supported