metadata

language:
  - fr
license: apache-2.0
tags:
  - text-generation-inference
  - transformers
  - unsloth
  - mistral
  - summarizer
  - lora
base_model: unsloth/mistral-7b-instruct-v0.2-bnb-4bit

Uploaded as lora model

Developed by: Labagaite
License: apache-2.0
Finetuned from model : unsloth/mistral-7b-instruct-v0.2-bnb-4bit

Training Logs

Summary metrics

Best ROUGE-1 score : 0.9842446709916588

Best ROUGE-2 score : 0.9842154131847726

Best ROUGE-L score : 0.9842446709916588

Wandb logs

You can view the training logs .

Training details

training data

Dataset : fr-summarizer-dataset
Data-size : 7.65 MB
train : 1.97k rows
validation : 440 rows
roles : user , assistant
Format chatml "role": "role", "content": "content", "user": "user", "assistant": "assistant"
*French audio podcast transcription*

Project details

Fine-tuned on French audio podcast transcription data for summarization task. As a result, the model is able to summarize French audio podcast transcription data. The model will be used for an AI application: Report Maker wich is a powerful tool designed to automate the process of transcribing and summarizing meetings. It leverages state-of-the-art machine learning models to provide detailed and accurate reports.

This mistral model was trained 2x faster with Unsloth and Huggingface's TRL library.