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feat(multimodal): Add MultiModal-GPT analysis and implementation insi… #92

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…ghts from OpenMMLab

Overview

This PR adds a detailed analysis of MultiModal-GPT, a significant advancement in vision-language dialogue systems developed by OpenMMLab. The analysis focuses on its novel instruction-tuning approach and practical applications in multi-round human-AI interactions.

Changes

  • Added comprehensive analysis of MultiModal-GPT architecture
  • Documented key technical innovations in LoRA implementation
  • Included practical use cases and performance insights
  • Added implementation considerations for vision-language dialogue systems

Technical Validation

  • Verified against official repository
  • Cross-referenced with OpenFlamingo documentation
  • Confirmed working demo examples
  • Validated instruction templates

Related Issue: #[Issue Number]
cc: @OmegaLabs/ai-research

…ghts from OpenMMLab

## Overview
This PR adds a detailed analysis of MultiModal-GPT, a significant advancement in vision-language dialogue systems developed by OpenMMLab. The analysis focuses on its novel instruction-tuning approach and practical applications in multi-round human-AI interactions.

## Changes
- Added comprehensive analysis of MultiModal-GPT architecture
- Documented key technical innovations in LoRA implementation
- Included practical use cases and performance insights
- Added implementation considerations for vision-language dialogue systems

## Technical Validation
- Verified against official repository
- Cross-referenced with OpenFlamingo documentation
- Confirmed working demo examples
- Validated instruction templates

Related Issue: #[Issue Number]
cc: @OmegaLabs/ai-research
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