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]: cuda oom when serving multi task on same server
- [Core] Interface for accessing model from engine
- Add KV-Cache int8 quant support
- [Feature]: NVIDIA Triton GenAI Perf Benchmark
- [v1] EngineArgsV1 for better config handling
- Rs 24 sparse
- [Feature] enable host memory for kv cache
- [Bug]: different output of same prompt when inferred with single sequence vs concurrent requests on vllm openai server , temp =0.
- [DRAFT] Cutlass 2:4
- Rahul quant merged
- Docs
- Python not yet supported