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@@ -245,11 +245,11 @@ The 🌟**ANITA project**🌟 *(**A**dvanced **N**atural-based interaction for t
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  ## Specifications
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- - **Model developers** Marco Polignano - University of Bari Aldo Moro, Italy
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- - **Variations** The model release has been **supervised fine-tuning (SFT)** using **QLoRA** in the 4bit version, on a long list of instruction-based datasets. **ORPO** approach over the *mlabonne/orpo-dpo-mix-40k* dataset is used to align with human preferences for helpfulness and safety.
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- - **Input** Models input text only.
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- - **Output** Models generate text and code only.
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- - **Model Architecture** *Llama 3 architecture*.
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  - **Context length**: 8K, 8192.
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  <hr>
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  ## Specifications
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+ - **Model developers**: Ph.D. Marco Polignano - University of Bari Aldo Moro, Italy
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+ - **Variations**: The model release has been **supervised fine-tuning (SFT)** using **QLoRA** in the 4bit version, on a long list of instruction-based datasets. **ORPO** approach over the *mlabonne/orpo-dpo-mix-40k* dataset is used to align with human preferences for helpfulness and safety.
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+ - **Input**: Models input text only.
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+ - **Output**: Models generate text and code only.
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+ - **Model Architecture**: *Llama 3 architecture*.
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  - **Context length**: 8K, 8192.
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  <hr>
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