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
- [Bugfix] Add SM 12.1 support
- Add TMA support to fused_moe_lora kernel
- PR Title: [Feature] EWSJF: Adaptive Scheduler for Mixed-Workloads (30-50% Throughput Gain)
- [RFC]: Returning Last Token, Last Layer Hidden States Through The OpenAI API
- feat: Add streaming support for Mistral v11 tool format
- [LoRA] Gemma3n LoRA support
- Whisper cudagraphs support
- [Bug]: Qwen3-VL-235b-thinking-awq suddenly stops in docker.
- [Feature] Use pydantic validation in kv_transfer.py and device.py configs
- feat: add TxtSlicesDataset to allow sampling slices from txt file for benchmarking
- Docs
- Python not yet supported