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
- [Kernel] some optimizations for dense marlin and moe marlin
- [Core] Support full cuda graph in v1
- [V1] DP scale-out (2/N): Decouple engine process management and comms
- [WIP][V1/0][P/D] XpYd based on p2p communication without cache store
- [Bug]: TypeError: Unknown image model type: qwen2_5_omni for branch: qwen2_omni_public_v1
- Adding Share Expert Fusion for DeepSeek
- [Frontend]Reduce vLLM's import time
- [Neuron][V1] Experimental support for neuron backend with V1 architecture
- [Doc]: Steps to run vLLM on your RTX5080 or 5090!
- [Hardware][TPU][V1] Multi-LoRA implementation for the V1 TPU backend
- Docs
- Python not yet supported