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][RL]: Port Conflict
- Starscream Changes to support CPX NPS4
- [Feature]: Add support for fused fp8 output to FlashAttention 3
- [Feature]: Prometheus Metrics Abstraction
- [Attention][4/n] Remove usage of deprecated seq_lens_cpu and num_computed_tokens_cpu CommonAttentionMetadata properties
- [W8A8 Block Linear Refactor][2/N] Make FP8 Block Linear Ops use kernel abstraction.
- [RFC]: Enabling Suffix Decoding, LSTM Speculator, Sequence Parallelism from Arctic Inference
- [Feature]: Add support for multi-lora and single lora for classification tasks
- [Bug]: FP4 not leverage on RTX 6000 Pro (Blackwell)
- [RFC]: Limit the use of envvars in vLLM
- Docs
- Python not yet supported