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
- [Bugfix] Fix MLA indexer block_table shape mismatch when max_model_len
- [MoE] Allow is_act_and_mul=False (non-gated MoE) on TPU
- Fix: handle non-str chat template in HF renderer
- [Rust Frontend] Add Rust Apertus tool parser
- [Bugfix][Realtime] Add idle watchdog for audio WebSocket sessions
- [Bug]: /v1/realtime audio sessions can retain KV cache indefinitely when clients stay connected without final=True
- [Bug]: Qwen3-VL video prompt expansion drops outer <|vision_start|>/<|vision_end|> wrapper, mismatching HuggingFace processor
- [BugFix] Fix decode-phase blocks not stored in CPU KV cache offloading
- [Core] Add post-load weight processing registry
- [Bugfix][SM120][MLA] Validate sparse MLA top-k buffer
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- Python not yet supported