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.
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Developed by: influra team
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Model type: QA chatbot
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Language(s) (NLP): english
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License: [More Information Needed]
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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.
