ScoLaM-chat-01

ScoLaM_01

This model card provides a detailed overview of the ScoLaM_01 model, trained for enhanced language processing and content creation in French, with a particular focus on reducing data bias.

Model Details

Model Description

ScoLaM_01 is a state-of-the-art language model designed for various applications in French language processing, including writing enhancement and content creation. The model has been trained with a specific emphasis on addressing data bias, improving grammatical accuracy, and enhancing the overall language and writing capabilities.

• Developed by: The Schooly Tech Team
• Model type: Language Processing
• Language(s) (NLP): French ,English
• License: MIT
• Finetuned from model: Llama2-70B-Chat-HF

Uses

Direct Use

ScoLaM_01 is designed for direct application in language processing tasks, such as content creation, text analysis, and educational purposes in the French language.

Out-of-Scope Use

The model is not intended for use in languages other than French, or for tasks that require understanding of cultural nuances or context-specific jargon.

Bias, Risks, and Limitations

The model has been trained to reduce data bias; however, users should be aware of the inherent limitations and potential biases in any language model.

Recommendations

Users should critically evaluate the model's outputs, especially in sensitive or nuanced contexts. Regular updates and feedback will be essential for continuous improvement.

Training Details

Training Data

The model was trained on over 100,000 high-quality French language samples from a private dataset.

Training Procedure

Training Hyperparameters

• Training regime: Details on the specific training regime will be added upon further validation and testing.

Environmental Impact

• Hardware Type: Nvidia GPU
• Cloud Provider: Vertex AI
• Compute Region: [Region Information Needed]
• Carbon Emitted: Estimations will be made using the Machine Learning Impact calculator.

Technical Specifications

Compute Infrastructure

• Hardware: Nvidia GPU
• Software: Vertex AI , AI Azure Studio , AWS Sage , Langchain

For more information, please feel free to reach out to us at [email protected].