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@@ -20,8 +20,9 @@ Model Card for Loquace-410m
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  An exclusively Italian speaking, instruction finetuned, Large Language model. 🇮🇹
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- The Loquace Italian LLM models family was created as a proof-of-concept to evaluate on how different model sizes can be fine-tuned using QLoRa on an instruct dataset
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- of a specific language.
 
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  The QLoRa (https://github.com/artidoro/qlora) method of fine-tuning significantly lower the resources requirements compared to any other methods available,
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  this allow to easily execute the process on significanly larger dataset while still using consumers GPUs and still achieve high accuracy.
 
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  An exclusively Italian speaking, instruction finetuned, Large Language model. 🇮🇹
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+ The Loquace Italian LLM models are created as a proof-of-concept to evaluate on how language tuning can be achieved using QLoRa by instruct-tunings foundational LLMs
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+ using dataset of a specific language.
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+
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  The QLoRa (https://github.com/artidoro/qlora) method of fine-tuning significantly lower the resources requirements compared to any other methods available,
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  this allow to easily execute the process on significanly larger dataset while still using consumers GPUs and still achieve high accuracy.