yadnik/GodeusAI-v1

GodeusAI - Conversations with the infinite, locally hosted.

GodeusAI is a spiritual assistant chatbot powered by a fine-tuned Mistral-7B language model with LoRA adapters. It provides answers to spiritual and philosophical questions, and can be run locally for private, offline use.

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Features

• Chatbot interface for spiritual Q&A
• Fine-tuned on custom spiritual/philosophical data
• LoRA adapter for efficient model adaptation
• Utilities for context-based question answering
• Example notebook for data preparation and training

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Quickstart

1. Install Dependencies

pip install -r requirements.txt

2. Run the Chatbot

python inference.py

You’ll see a prompt:
💉 Welcome to GodeusAI — your spiritual assistant. Type 'exit' to quit.

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Project Structure

File/Folder	Purpose
inference.py	Main script to chat with the model
rag_utils.py	Utilities for loading model and context-based QA
few_shots_qa.jsonl	Example Q&A pairs for few-shot prompting
adapter_model.safetensors	LoRA adapter weights (required for inference)
adapter_config.json	Configuration for the LoRA adapter
GodeusAI.ipynb	Notebook for data prep, training, and experimentation
requirements.txt	Python dependencies

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Data & Training

• few_shots_qa.jsonl: Example format for few-shot Q&A pairs.
• GodeusAI.ipynb:
  • Prepares data from PDFs
  • Chunks and formats into JSONL
  • Trains LoRA adapters on Mistral-7B

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Model

• Base model: mistralai/Mistral-7B-v0.1
• Adapter: LoRA (config in adapter_config.json, weights in adapter_model.safetensors)

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License

This project is for research and educational purposes.
Refer to the base model and dataset licenses for usage restrictions.