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- ---
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- license: bigscience-bloom-rail-1.0
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- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ license: bigscience-bloom-rail-1.0
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+ datasets:
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+ - swap-uniba/itwiki-march-2024
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+ language:
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+ - it
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+ tags:
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+ - bloom
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+ - italian
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+ ---
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+
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+ # Model Card for Model ID
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+
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+ <!-- Provide a quick summary of what the model is/does. -->
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+ The model is obtained by performing language adaptation on the original bloom-1b7 model.
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+ In detail, we continued the pre-training on Italian-specific data without adaptation of the vocabulary.
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+ We use about 2.8M documents obtained from Italian Wikimedia dumps (swap-uniba/itwiki-march-2024). The model is trained for one epoch using LoRA and SFT.
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+
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+ ## Model Details
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+
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+ ### Model Description
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+
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+ <!-- Provide a longer summary of what this model is. -->
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+ - **Developed by:** SWAP Research Group, Department of Computer Science, University of Bari Aldo Moro
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+ - **Model type:** BLOOM
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+ - **Language(s) (NLP):** Italian
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+ - **License:** bigscience-bloom-rail-1.0
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+ - **Finetuned from model [optional]:** bloom-1b7
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+
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+ ## Training Details
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+
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+ ### Training Data
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+ 2.8M documents obtained from Italian Wikimedia dumps (swap-uniba/itwiki-march-2024).
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+ ### Training Procedure
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+ LoRA and SFT.
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+ #### Training Hyperparameters
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+ - **Training regime:** fp16
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+
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+ ## Citation [optional]
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+
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+ <!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
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+ **BibTeX:**
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+
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+ **APA:**
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+ ## Model Card Authors [optional]
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+ Pierpaolo Basile, University of Bari Aldo Moro, Italy.
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+ ## Model Card Contact
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+ Pierpaolo Basile, University of Bari Aldo Moro, Italy.