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Model: basilepp19/bloom-1b7_it
Source: Original Platform

README.md

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+---
+license: bigscience-bloom-rail-1.0
+language:
+- it
+---
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+This model is obtained by adapting bloom-1b7 to the Italian language. Among the languages supported by the BLOOM model, there is no Italian, making its use
+in that context challenging. We adapt the original BLOOM model using the MAD-X language adaptation strategy.
+
+## Model Details
+
+### Model Description
+
+We adapt the bloom-1b7 to the Italian language using the MAD-X language adaptation strategy.
+To produce a valuable model, we follow the same procedure proposed in: https://arxiv.org/abs/2212.09535
+
+We use default script parameters and select a sample of 100,000 examples in the Italian language. We decided to sample data from the Filtered Oscar Dataset for
+the Italian Language released by Sarti.
+
+**It is important to underline that when you use the adapted LLM is necessary to use the tokenizer of the adapted model.**
+
+- **Developed by:** Pierpaolo Basile, Pierluigi Cassotti, Marco Polignano, Lucia Siciliani, Giovanni Semeraro. Department of Computer Science, University of Bari Aldo Moro, Italy
+- **Model type:** BLOOM
+- **Language(s) (NLP):** Italian
+- **License:** BigScience BLOOM RAIL 1.0
+
+## Citation
+
+Pierpaolo Basile, Pierluigi Cassotti, Marco Polignano, Lucia Siciliani, Giovanni Semeraro. On the impact of Language Adaptation for Large Language Models: A
+case study for the Italian language using only open resources. Proceedings of the Ninth Italian Conference on Computational Linguistics (CLiC-it 2023).
+