metadata

language:
  - fr
license: apache-2.0
tags:
  - text-generation-inference
  - transformers
  - unsloth
  - gemma
  - summarizer
  - lora
base_model: unsloth/gemma-2b-it-bnb-4bit

Uploaded as lora model

Developed by: Labagaite
License: apache-2.0
Finetuned from model : unsloth/gemma-2b-it-bnb-4bit

Training Logs

Summary metrics

Best ROUGE-1 score : 0.3818181818181818

Best ROUGE-2 score : 0.06990881458966566

Best ROUGE-L score : 0.17272727272727273

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 gemma model was trained 2x faster with Unsloth and Huggingface's TRL library. This gemma was trained with LLM summarizer trainer LLM summarizer trainer