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  ## Description
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- This is a fine-tuned version of [Gemma-2b-it](https://huggingface.co/google/gemma-2b-it) to perform Text Embedding tasks. The model is fine-tuned using the Contrastive Fine-tuning and LoRA technique on NLI datasets.
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  ## Base Model
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  ## Description
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+ This is a fine-tuned version of [Gemma-2b-it](https://huggingface.co/google/gemma-2b-it) to perform Text Embedding tasks. The model is fine-tuned using the Contrastive Fine-tuning and LoRA technique on NLI datasets. The paper can be found [here](https://arxiv.org/abs/2408.00690).
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  ## Base Model
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