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]: Wrong timestamps if audio > 30s
- [Bugfix] Auto-configure TRITON_PTXAS_PATH for new GPU architectures
- [Kernel] adding native nccl4py support
- [RFC]: Support Layer-Specific KV-Cache Dtype & Layout in V1 Engine for Hybrid Models
- [Feature]: Fix all of the mypy check
- [BugFix] Use late binding to avoid zmq port conflict race conditions
- Fix changes the behavior from overriding kv_connector_extra_config to updating
- [Feature]: Add SM120 (RTX 6000/5000 Blackwell) support for native NVFP4 MoE kernels
- [Bug]: ModelOpt Llama-4 Checkpoints Take 5+ minutes to load
- [Bugfix] Add warning when model generates immediate EOS token
- Docs
- Python not yet supported