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@@ -14,7 +14,7 @@ model_name: "Italia-GPT 🇮🇹"
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  # Italia-GPT <img src="https://flagcdn.com/w40/it.png" width="35" style="display: inline; vertical-align: middle; margin-bottom: 44px;">
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- **Italia-GPT** is a state-of-the-art 1.2B parameter model fine-tuned for native Italian instruction following. By focusing on linguistic nuances and cultural context, this model provides superior fluency compared to standard base models.
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  ![Model Card](https://img.shields.io/badge/Language-Italian%20%F0%9F%87%AE%F0%9F%87%B9-green)
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  ![Model Size](https://img.shields.io/badge/Size-1.24B-gold)
@@ -29,10 +29,10 @@ Below are the target benchmarks for the **CALAMITA** and **Evalita-LLM** framewo
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  | Metric | Score | Description |
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  | :--- | :--- | :--- |
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- | **Logic & Reasoning** | **55.8%** | Native Italian sentence logic |
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- | **Grammar Accuracy** | **72.1%** | Gender/Number agreement precision |
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- | **Sentiment (ITA)** | **72.1%** | Detection of Italian irony and tone |
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- | **Cultural Q&A** | **41.3%** | Localized knowledge and trivia |
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  ---
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@@ -66,4 +66,5 @@ messages = [{"role": "user", "content": "Come si prepara una vera carbonara?"}]
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  inputs = tokenizer.apply_chat_template(messages, add_generation_prompt=True, return_tensors="pt").to("cuda")
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  outputs = model.generate(inputs, max_new_tokens=256)
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- print(tokenizer.decode(outputs[0], skip_special_tokens=True))
 
 
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  # Italia-GPT <img src="https://flagcdn.com/w40/it.png" width="35" style="display: inline; vertical-align: middle; margin-bottom: 44px;">
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+ **Italia-GPT** is a 1.2B parameter model fine-tuned for native Italian instruction following. By focusing on linguistic nuances and cultural context, this model provides superior fluency compared to standard base models.
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  ![Model Card](https://img.shields.io/badge/Language-Italian%20%F0%9F%87%AE%F0%9F%87%B9-green)
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  ![Model Size](https://img.shields.io/badge/Size-1.24B-gold)
 
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  | Metric | Score | Description |
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  | :--- | :--- | :--- |
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+ | **Logic & Reasoning** | **%** | Native Italian sentence logic |
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+ | **Grammar Accuracy** | **%** | Gender/Number agreement precision |
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+ | **Sentiment (ITA)** | **%** | Detection of Italian irony and tone |
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+ | **Cultural Q&A** | **%** | Localized knowledge and trivia |
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  ---
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  inputs = tokenizer.apply_chat_template(messages, add_generation_prompt=True, return_tensors="pt").to("cuda")
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  outputs = model.generate(inputs, max_new_tokens=256)
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+ print(tokenizer.decode(outputs[0], skip_special_tokens=True))
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+ ```