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license: apache-2.0 |
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datasets: |
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- gsarti/clean_mc4_it |
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- FreedomIntelligence/alpaca-gpt4-italian |
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language: |
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- it |
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- en |
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This model has been fine-tuned with the continuous pretraining mode of Unsloth on the gsarti/clean_mc4_it dataset (only 100k rows) to improve the Italian language. The second fine-tuning was performed on the instructed dataset FreedomIntelligence/alpaca-gpt4-italian. |
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# Uploaded model |
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- **Developed by:** e-palmisano |
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- **License:** apache-2.0 |
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- **Finetuned from model :** unsloth/Qwen2-0.5B-Instruct-bnb-4bit |
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## Evaluation |
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For a detailed comparison of model performance, check out the [Leaderboard for Italian Language Models](https://huggingface.co/spaces/FinancialSupport/open_ita_llm_leaderboard). |
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Here's a breakdown of the performance metrics: |
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| Metric | hellaswag_it acc_norm | arc_it acc_norm | m_mmlu_it 5-shot acc | Average | |
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|:----------------------------|:----------------------|:----------------|:---------------------|:--------| |
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| **Accuracy Normalized** | 36.28 | 27.63 | 35.4 | 33.1 | |
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This qwen2 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library. |
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[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth) |
