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
- [WideEP] Add NCCL EP all2all backend for expert parallelism
- [Bugfix] Parse JSON tool calls in Llama 4 pythonic parser
- [CI/Test] Skip FlashAttnMLA + FP8 KV cache cell in test_mla_rope_kvcache_cat_fusion
- [Hybird][PrefixCache] Pre-copy-free align prefix cache
- [Bug][Metrics] `get_metrics_snapshot()` raises on unknown metric types, crashing LLM.get_metrics() and the ORCA header path
- [ROCm] [Feat] TokenSpeed MHA integration for GPTOSS
- [Frontend][Anthropic] Support cache_salt in the Anthropic Messages API
- [Bugfix][Model] MiMo-V2: support TP > num_kv_heads for the fused FP8 QKV projection
- Fix/rocm sparse mla long context seq len guard
- [GDN] Improve UX when FlashInfer JIT compilation is happening
- Docs
- Python not yet supported