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]: Qwen3-VL-235B OOM with multi-image long multiturn inputs
- [Quant] Consolidate GPTQ: rename gptq_marlin.py to auto_gptq.py
- [Kernel] Add Triton reference implementation of NVFP4 GEMM
- [Feature] Kvcache per token
- feat: Added Dockerfile for ppc64le CUDA build
- -[Bugfix] Fix stable ABI build: pass torch::stable::Tensor by value
- [GDN] Eliminate GPU->CPU sync in prepare_chunk_indices during prefill
- [Perf][GDN] Fuse kkt + solve_tril kernels in chunk forward
- Turbo Quant
- [Core] Add score encoder cache manager
- Docs
- Python not yet supported