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Model

@deepseek-ai / deepseek-vl-7b-base

Output

The image depicts a three-stage process for training a vision-language model. 1. Stage 1: Training VL Adapter: In this stage, a vision-language adapter is trained using supervised fine-tuning. The adapter is trained on image-text pairs and pure language sequences. 2. Stage 2: Joint VL Pre-training: In this stage, a joint vision-language model is pre-trained using self-supervised learning. The model is trained on image-text pairs and pure language sequences. 3. Stage 3: Supervised Fine-tuning: In this stage, the model is fine-tuned on supervised tasks using image-text pairs and pure language sequences. The model is trained using a hybrid vision-language adapter, which combines a vision-language adapter with a language model. The model is trained on a variety of tasks, including image captioning, visual question answering, and visual reasoning. The model is able to understand the visual content of an image and generate a natural language description or answer.

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