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] Enable batched video encoding for NanoNemotron-VL (RADIO ViT)
- [Bugfix] Respect max_output_tokens in Harmony tool-call loop
- [Bugfix] Handle ImportError for flash_attn in ApplyRotaryEmb class
- [MRV2][Attention] Remove `set_workspace_buffer` pattern in FlashInfer
- [Core] Add hybrid_ep backend
- [Kernel] Add indexer_concat_quant_fp8 kernel for DeepSeek V3.2
- [Bug]: tool_choice="required" + speculative decoding with lukealonso/Qwen3.5-397B-A17B-NVFP4 leads to failed tool calls.
- feat(health): add --health-port for out-of-band health check process
- [Installation]: Documented v0.18.0 cu128 release wheel URL returns 404
- Fix incorrect tokenizer source path in RunAI object storage pull (#37836)
- Docs
- Python not yet supported