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README.md

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+---
+tasks:
+
+- multimodal-dialogue
+
+studios:
+
+- damo/mPLUG-Owl
+
+model-type:
+
+- mplug-owl2
+
+domain:
+
+- multi-modal
+
+frameworks:
+
+- pytorch
+
+backbone:
+
+- transformer
+
+containers:
+
+license: apache-2.0
+
+language: 
+
+- en
+
+tags:
+
+- transformer
+- mPLUG
+- Multimodal
+- ChatGPT
+- GPT
+- Alibaba
+
+---
+
+# mPLUG-Owl2介绍
+
+mPLUG-Owl2是一种面向多模态语言模型的模块化的训练范式。其能学习与语言空间相适应的视觉知识，并支持在多模态场景(支持图片、文本输入)下进行多轮对话。它涌现多图关系理解，场景文本理解和基于视觉的文档理解等能力。
+
+## 模型描述
+
+mPLUG-Owl2基于mPLUG-2模块化的思想，通过多阶段分别训练模型的视觉底座与语言模型，使其视觉知识能与预训练语言模型紧密协作，达到了显著优于主流多模态语言模型的效果。
+![Training paradigm and model overview](assets/mplug_owl2_radar.png)

config.json

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+  "model_type": "mplug_owl2",
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+  "rope_theta": 10000.0,
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+  "use_cache": true,
+  "visual_config": {
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+      "use_flash_attn": false
+    }
+  },
+  "vocab_size": 32000
+}

configuration.json

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+{"framework":"Pytorch","task":"multimodal-dialogue"}

generation_config.json

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+  "transformers_version": "4.31.0"
+}

preprocessor_config.json

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