ColPali is revolutionizing multimodal retrieval, but could it be even more effective with domain-specific fine-tuning?
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ColPali is revolutionizing multimodal retrieval, but could it be even more effective with domain-specific fine-tuning?
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Check out my latest blog post, where I guide you through creating a ColPali fine-tuning dataset using 
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Check out my latest blog post, where I guide you through creating a ColPali fine-tuning dataset using 
https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct
Qwen/Qwen2-VL-7B-Instruct
model
resource
https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct
 to generate queries for a collection of UFO documents sourced from the Internet Archive. 
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 to generate queries for a collection of UFO documents sourced from the Internet Archive. 
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The post covers:
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The post covers:
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- Introduction to data for ColPali models
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- Introduction to data for ColPali models
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- Using Qwen2-VL for retrieval query generation
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- Using Qwen2-VL for retrieval query generation
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- Tips for better query generation
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- Tips for better query generation
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Check out the post here:
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Check out the post here:
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https://danielvanstrien.xyz/posts/post-with-code/colpali/2024-09-23-generate_colpali_dataset.html
https://danielvanstrien.xyz/posts/post-with-code/colpali/2024-09-23-generate_colpali_dataset.html
link
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The resulting Hugging Face dataset: 
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The resulting Hugging Face dataset: 
https://huggingface.co/datasets/davanstrien/ufo-ColPali
davanstrien/ufo-ColPali
dataset
resource
https://huggingface.co/datasets/davanstrien/ufo-ColPali
ColPali is revolutionizing multimodal retrieval, but could it be even more effective with domain-specific fine-tuning?

Check out my latest blog post, where I guide you through creating a ColPali fine-tuning dataset using https://huggingface.co/Qwen/Qwen2-VL-7B-Instruct to generate queries for a collection of UFO documents sourced from the Internet Archive. 

The post covers:
- Introduction to data for ColPali models
- Using Qwen2-VL for retrieval query generation
- Tips for better query generation

Check out the post here:
https://danielvanstrien.xyz/posts/post-with-code/colpali/2024-09-23-generate_colpali_dataset.html

The resulting Hugging Face dataset: https://huggingface.co/datasets/davanstrien/ufo-ColPali
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