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]: Internal Server Error when hosting Salesforce/SFR-Embedding-Mistral
- [Bug]: TRACKING ISSUE: CUDA OOM with Logprobs
- [Bug]: Inconsistent Responses with VLLM When Batch Size > 1 even temperature = 0
- [Bug]: Inconsistent Output from OPT-x models
- [Feature]: Support in distributed speculative inference
- [WIP] [Speculative Decoding] Support draft model on different tensor-parallel size than target model (Extended)
- [Feature]: Supported For Quanto Models
- [Feature]: support logging input and output
- [Bug]: OutOfMemoryError when loading a small model with a huge context length
- [Bug]: server error when hosting TheBloke/Llama-2-7B-Chat-GPTQ with chunked-prefill
- Docs
- Python not yet supported