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
- [Model] Gemma-4 MoE: implement get_expert_mapping for LoRA
- [Docs][Core] Document Mamba/hybrid prefix caching and surface how to enable it
- [Attention] Add KVarN: calibration-free variance-normalized KV-cache quantization backend
- fix(responses): unflatten namespace tool names before returning function calls
- [WIP][Feature] A new 2-bit KV cache quantisation backend that cuts 5x memory than FP16 (Oscar-2)
- [codex] Fix oversized video inputs in multimodal loader
- [Bug]: Claude Code cannot use WebSearch tool via vLLM API
- [Metrics] Add deferred wait time histogram
- [Spec Decode] Add FlashInfer CuteDSL non-causal decode path for DFlash
- [Bug]: gpt-oss-20b NVFP4 inference is broken
- Docs
- Python not yet supported