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# Lora Fine-Tune of Qwen2.5-VL-3B-Instruct on ComicsPAP datataset
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## Results
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| Model | Repo | Sequence Filling (%) | Character Coherence (%) | Visual Closure (%) | Text Closure (%) | Caption Relevance (%) | Total (%) |
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| :------------------------: | :---------------------------------------------------------------------------------: | :------------------: | :---------------------: | :----------------: | :--------------: | :-------------------: | :-------: |
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# Lora Fine-Tune of Qwen2.5-VL-3B-Instruct on ComicsPAP datataset
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[Qwen2.5-VL-3B-Instruct](https://huggingface.co/Qwen/Qwen2.5-VL-3B-Instruct) fine-tunined simultaneously in all five tasks of the [ComicsPAP](https://huggingface.co/datasets/VLR-CVC/ComicsPAP) dataset.
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The training was performed using a constant learning rate of 2e-4 with the AdamW optimizer. The model was trained for 5k steps using an effective batch size of 128. The LoRA configuration employed an α of 16, a dropout rate of 0.05, and a rank r = 8.
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## Results
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| Model | Repo | Sequence Filling (%) | Character Coherence (%) | Visual Closure (%) | Text Closure (%) | Caption Relevance (%) | Total (%) |
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| :------------------------: | :---------------------------------------------------------------------------------: | :------------------: | :---------------------: | :----------------: | :--------------: | :-------------------: | :-------: |
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