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
- [Startup][UX] Enable CUDAGraph memory profiling by default
- [Bug]: Gemma3n concurrent audio requests crash EngineCore — missing dynamic_dims on audio sequence dimension
- Energy Efficiency: 10 Mathematical Techniques for 60-70% AI Energy Reduction (Phi6Simple, FFT-Mix, Phi MoE)
- [CI] Swap to smaller models for MIG slice compatibility
- [Bugfix] Fix Gemma3n concurrent audio requests crashing EngineCore
- [Feature]: support affinity settings in helm chart
- [Bug]: microsoft/Phi-4-reasoning-vision-15B Fails to startup
- [Bugfix] Detect missing shard files in quantized checkpoints
- [Bug] Step-3.5-Flash MTP Speculative Decoding Has Extremely Low Acceptance Rate (2.4%-4.6%)
- [Model] Sync upstream BT=chunk_size fix for GDN chunk_fwd_kernel_o, simplify warmup to single pass
- Docs
- Python not yet supported