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> [!Note]
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> The **Needle-2B-VL-Highlights** model is a fine-tuned version of *Qwen2-VL-2B-Instruct*, specifically optimized for **image highlights extraction**, **messy handwriting recognition**, **Optical Character Recognition (OCR)**, **English language understanding**, and **math problem solving with LaTeX formatting**. This model uses a conversational visual-language interface to effectively handle multi-modal tasks.
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# **Key Enhancements:**
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> [!Note]
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> The **Needle-2B-VL-Highlights** model is a fine-tuned version of *Qwen2-VL-2B-Instruct*, specifically optimized for **image highlights extraction**, **messy handwriting recognition**, **Optical Character Recognition (OCR)**, **English language understanding**, and **math problem solving with LaTeX formatting**. This model uses a conversational visual-language interface to effectively handle multi-modal tasks.
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[](https://colab.research.google.com/#fileId=https%3A//huggingface.co/prithivMLmods/Needle-2B-VL-Highlights/blob/main/Callisto_OCR3_2B_Instruct.ipynb)
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# **Key Enhancements:**
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