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Llama-3.1-8B-Instruct-LoRA-SimSAMU

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 This model is a fine-tuned version of **[meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct)** using Low-Rank Adaptation (LoRA).
-It was specifically trained on the **[medkit/simsamu](https://huggingface.co/datasets/medkit/simsamu)** dataset to perform a specialized task: generating structured, task-oriented summaries from transcripts of emergency telephone calls to the French SAMU (Service d'Aide Médicale Urgente).
 The methodology and task are following the work presented in the **[QUARTZ](https://arxiv.org/abs/2509.26302)** paper.

 This model is a fine-tuned version of **[meta-llama/Llama-3.1-8B-Instruct](https://huggingface.co/meta-llama/Llama-3.1-8B-Instruct)** using Low-Rank Adaptation (LoRA).
+It was specifically trained on the **[medkit/simsamu](https://huggingface.co/datasets/medkit/simsamu)** dataset to perform a specialized task: generating structured, task-oriented summaries from transcripts of emergency telephone calls to the French SAMU (Service d'Aide Médicale d'Urgence).
 The methodology and task are following the work presented in the **[QUARTZ](https://arxiv.org/abs/2509.26302)** paper.