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]: The end_sync operation inside the cross_device_reduce_2stage kernel sometimes deadlocks because it can't wait for the end signal.
- feat: controlling max queue time
- [Installation]: Wrong torch header file referenced when compiling from source
- [Feature]: Add distributed inference support for lora adapters.
- [Bug]: TRACKING ISSUE: `AsyncEngineDeadError`
- [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
- Docs
- Python not yet supported