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
- [Usage]: How to start vllm with llava using docker compose
- [Feature]: Sliding window attention in a fraction of layers
- [Bug]: Token accuracy not as expected ad also got Junk values for starcoderbase-15b model with continuous batching
- [Performance]: Profile & optimize the BlockManagerV2
- [Tracking issue] [Help wanted]: Deprecate BlockManagerV1
- [WIP] Enhance MoE Triton kernel & tuning
- [New Model]: Cogagent
- [Doc]: i want to know. How to run vllms with remote ray cluster
- [Bug]: Tensorizer model loader blocks multi-GPU loading even for HF serialized models
- [BugFix] Fix fp8 quantizer
- Docs
- Python not yet supported