influra_chatbot

Model Card for Model ID

The Influra Chatbot is a fine-tuned version of the TinyLLaMA 1.1B model, created to deliver accurate, context-specific responses for the Influra app. This model has been trained using a custom dataset, Ahmedelmorshidy/influraQAs, designed to cover all aspects of the app, including features, functionalities, and user support.

This modelcard aims to be a base template for new models. It has been generated using this raw template.

Model Details

Model Description

Model Overview Purpose This model powers the Influra chatbot, providing:

Instant Support: Quick and accurate answers to user queries. Guidance: Helps users navigate the app and leverage its features effectively. Troubleshooting: Offers solutions to common issues encountered by users. Features Fine-tuned for Precision: Customized for Influra’s domain, ensuring relevant and reliable responses. Contextual Understanding: Delivers coherent, human-like interactions tailored to the app’s use cases. Lightweight and Efficient: Built on TinyLLaMA's architecture, combining speed with accuracy. Continuously Improving: Designed for updates with new data to enhance response quality over time. Performance The model exhibits high accuracy in domain-specific Q&A scenarios, validated through rigorous testing to ensure consistency and reliability.

• Developed by: influra team

• Model type: QA chatbot

• Language(s) (NLP): english

• License: [More Information Needed]

• Finetuned from model [optional]: tinyllama 1.1b v1.0

Model Sources [optional]

Uses

for answering any question in app or about us

Training Details

Training Data

Ahmedelmorshidy/influraQAs

Training Hyperparameters

• Training regime: [More Information Needed] bnb_4bit_quant_type="nf4", bnb_4bit_compute_dtype="float16"

Testing Data

Testing Data

Ahmedelmorshidy/influraQAs [More Information Needed]

Summary

This model has been fine-tuned specifically for the Influra app and is not intended for general-purpose language generation. For optimal performance, use it within the scope of Influra-related tasks.

Influra – Empowering users with AI-driven support.