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]: online fp8 quantization with jais model got assert error due to cutlass_scaled_mm()
- [Prototype] Create and use custom NCCL group for aDAG
- [Bug]: fp8 performance is worse than fp16 when batch size is 1
- [Feature]: Context Parallelism
- [Usage]: Extremely slow inference with Llama 3.1 70b Instruct
- [Installation]: vllm install error in jetson agx orin
- [Bug]: CUDA error: an illegal memory access was encountered
- [Kernel] Use mutable_data_ptr or const_data_ptr instead of data_ptr
- [Feature]: need a GB-based alternative for gpu_memory_utilization
- add causal parameter for flash attention
- Docs
- Python not yet supported