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  # Updates
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- Hi, everyone, thanks for using stella models.
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- After six months of work, I trained the jasper model on top of the stella model, which is a multimodal model, and it can be ranked 2 in mteb (submitted the results on 2024-12-11, which may need official review https://github.com/embeddings-benchmark/results/pull/68).
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- Model link: https://huggingface.co/infgrad/jasper_en_vision_language_v1
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- I'll focus on the technical report, training data and related code, hopefully the tricks I've used will be of some help to you guys!
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- This work was accomplished during my free time, it's a personal hobby. One person's time and energy is limited, and you are welcome to make any contributions!
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- You can also find these models on my [homepage](https://huggingface.co/infgrad).
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  # Introduction
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  # Updates
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+ We released a Jasper and Stella model technology report and code.(2025.1)
 
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+ **Report:** https://arxiv.org/abs/2412.19048
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+ **Codes:** https://github.com/NLPJCL/RAG-Retrieval
 
 
 
 
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  # Introduction
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