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Add Phi-2 Model Integration to AI Explorer #109

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@rezol25 rezol25 commented Jan 8, 2025

Overview

Integration of Microsoft's Phi-2 model (2.7B parameters) into AI Explorer, providing an efficient and powerful solution for text generation and analysis tasks.

Changes Made

  • [✔️] Added Phi-2 model implementation
  • [✔️] Created React-based UI interface
  • [✔️] Integrated with existing AI Explorer architecture
  • [✔️] Added comprehensive documentation
  • [✔️] Included benchmark results
  • [✔️] Added setup instructions

Technical Details

Model Specifications

  • Model: Microsoft Phi-2
  • Size: 2.7B parameters
  • VRAM: 3-4GB
  • Context Window: 2048 tokens
  • License: MIT (research)

Implementation

  • Frontend: React/Material-UI components
  • Backend: Transformer-based inference ( python )
  • API Integration: Full compatibility with AI Explorer

Documentation

Complete documentation included in:

  • detailed test result ( phi-2 model ).md
  • documentation.md
  • integrated adaption for existing ai-explorer.py ( code )
  • adaptation phi-2 for ai-explorer.py ( code )

Testing

  • [✔️] UI Integration tests
  • [✔️] Model performance benchmarks
  • [✔️] Error handling verification
  • [✔️] Documentation review

Demo

Implementation demonstration recorded via Focus Omega app showing:

  • Original model usage

  • AI Explorer integration

  • Benchmark results

    ( also showed using the new GPT thats out for the public how it can help test )

Setup Instructions

See set ups.md for complete setup guide.

Quick start:

# Create virtual environment
python -m venv phi2-env
source phi2-env/bin/activate

# Install dependencies
pip install torch transformers accelerate gradio

# Run UI

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