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
- [Usage]: embeddings API when task is generate
- Fix `previous_response_id` dropping tool calls from stored context
- [Bug]: Triton Attention AssertionError on supported kv_cache_dtype
- [Bug]: Granite 3.3 / 4.0 H-Small Python-style tool calls not converted to OpenAI tool_calls format
- [Feature]: Add separate_reasoning option for OpenAI chat completion API
- [Usage]: GLM-5/GLM-5.1 deployment on L40 with vLLM
- [Bug]: Not support role tool of image
- [Cleanup]Simplify UnitaryKVCacheCoordinator hash_block_size assert
- [Bug]: Port collision ([Errno 98] Address already in use) when launching multiple LLM(tensor_parallel_size=2) instances concurrently on a single node (V1 Engine)
- [Feature]: GRPC interface for Pooling
- Docs
- Python not yet supported