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
- [misc][optimization] optimize data structure in allocator
- Whisper support
- [Kernel] Prototype integration of bytedance/flux kernels
- [New Model]: Florence-2
- [Bug]: TRACKING ISSUE: `AsyncEngineDeadError`
- [Bug]: TRACKING ISSUE: CUDA OOM with Logprobs
- [Bug]: Inconsistent Responses with VLLM When Batch Size > 1 even temperature = 0
- [WIP] [Speculative Decoding] Support draft model on different tensor-parallel size than target model (Extended)
- [Bug]: Test_skip_speculation fails in distributed execution
- [Model] Initialize deepseek-vl support
- Docs
- Python not yet supported