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README.md
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An exclusively Italian speaking, instruction finetuned, Large Language model. 🇮🇹
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The Loquace Italian LLM models
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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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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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