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] Add AITER fused decode kernel for MLA attention
- Guard AWQ-Marlin auto-selection on CUDA driver/toolkit mismatch
- [Models] Align nemotron-nano-vl's `audio_in_video` processing
- [Bug]: Qwen3.5 does not work with pipeline parallelism
- [Bug]: Local GGUF path fails with "architecture qwen35 is not supported yet" even when --hf-config-path is provided
- uniform batch tokens when uniform_batch_tokens is set
- [Model] Add AnyModel: generic support for NAS-optimized heterogeneous architectures
- Add GlmOcrConfig with fixes, E2E test, and generic config registry validation
- [Performance]: qwen3.5 vs qwen3
- TMA Support for Fully-Sharded LoRA MoE + Tuned Config Control
- Docs
- Python not yet supported