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
- [RFC] Add KVarN: Variance-Normalized KV-Cache Quantization (4-bit K, 2-bit V)
- [Multimodal] Optimize sparse frames decoding for PyAV video backend
- [Perf] Maybe improve sparse topk heuristic
- [kernel] Triton version of SiluAndMulWithClamp
- [Bug]: Prefix caching causes IndexError in Qwen3.5-122B-A10B (BF16) on A2
- vLLM crashes on OpenShift (gemma4-unified-cu129)
- Refactor MoE Oracles to use base class MoEKernelOracle
- [Bugfix][Spec Decode] Derive num_speculative_tokens from a speculators draft config
- Add Thor selective state update configs
- Fix empty DP model step coordination
- Docs
- Python not yet supported