--- license: llama3 datasets: - Ahmedelmorshidy/influraQAs language: - en metrics: - accuracy base_model: - TinyLlama/TinyLlama-1.1B-Chat-v1.0 new_version: Ahmedelmorshidy/influra_chatbot pipeline_tag: question-answering tags: - ads - chatbot - QAchatbots --- # 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](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1). ## 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.