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
- [Feature]: Improve DCP error messages
- [Feature]: Generalize RoutingMethodType for broader MoE routing control
- [Feature][RL]: Fix Fp8 Weight Loading for RL
- [Bug]: Failed to generate Cutlass kernels: [Errno 13] Permission denied in Docker image
- [Bug]: Persistent CPU RAM Growth and Container Restarts with QWEN2-2B on SageMaker, Unaffected by Cache Settings
- [Kernels] Add support for pplx garden kernels
- [Feature]: Is there a plan to introduce the new feature nano-pearl, a new engineering effort in speculative reasoning.
- Work in Progress
- [RFC]: 4-bit KV cache quantization through Hadamard transforms
- [Bug]: vLLM server not running on CPU AMD EPYC 9J14, with Python 3.12.12
- Docs
- Python not yet supported