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
- [Transformers v5] IsaacForConditionalGeneration
- [Bug]: Vision encoder crashes on SM100 (Jetson Thor) — `_vllm_fa2_C` compiled for SM80-only, no override available for vision encoder
- fix: ensure CUDA context initialization before MemorySnapshot in EngineCore
- [Bug]: V1 Engine: EngineDeadError (AssertionError) on max_model_len overflow during realtime audio streaming
- [Bugfix] Fix set serialization in Qwen3.5 rope validation configs
- [Bug]: kimi-k2 tool parser regex is off a tiny bit
- fix(tokenizer): skip reasoning_effort when None in Mistral tokenizer
- [Bug]: `limit_mm_per_prompt` is ineffective for Qwen3-VL
- Fixed issues
- fix: Add apply_with_spec_decode() method to LogitBiasLogitsProcessor
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