InternVL3 5 GPT OSS 20B A4B Preview [\[π GitHub\]](https://github.com/OpenGVLab/InternVL) [\[π InternVL 1.0\]](https://huggingface.co/papers/2312.14238) [\[π InternVL 1.5\]](https://huggingface.co/papers/2404.16821) [\[π InternVL 2.5\]](https://huggingface.co/papers/2412.05271) [\[π InternVL2.5 MPO\]](https://huggingface.co/papers/2411.10442) [\[π InternVL3\]](https://huggingface.co/papers/2504.10479) [\[π InternVL3.5\]](https://huggingface.co/papers/2508.18265) [\[π Blog\]](https://internvl.github.io/blog/) [\[π¨οΈ Chat Demo\]](https://chat.intern ai.org.cn/) [\[π Quick Start\]]( quick start) [\[π Documents\]](https://internvl.readthedocs.io/en/latest/) Introduction We introduce InternVL3.5 , a new family of open source multimodal models that significantly advances versatility, reasoning capability, and inference efficiency along the InternVL series. A key innovation is the Cascade Reinforcement Learning (Cascade RL) framework, which enhances reasoning through a two stage process: offline RL for stable convergence and online RL for refined alignment. This coarse to fine training strategy leads to substantial improvements on downstream reasoning tasks, e.g., MMMU and MathVβ¦
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