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A newer version of the Gradio SDK is available: 6.20.0

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metadata 
title: DocuMint Train
emoji: 🏆
colorFrom: yellow
colorTo: red
sdk: gradio
sdk_version: 4.44.0
app_file: app.py
pinned: true

🏆 DocuMint Train

LoRA fine-tuning interface for Qwen2-0.5B document processing.

Features

  • 🎯 LoRA Training - Efficient fine-tuning with low memory usage
  • 📊 Status Tracking - Real-time progress updates
  • 🚀 Auto Upload - Trained adapters pushed to DocuMint-Models
  • 🔧 Configurable - Adjust epochs, batch size, learning rate

Quick Start

  1. Set HF_TOKEN in Space secrets
  2. Upload training data to himu1780/DocuMint-Data
  3. Click "Start Training"
  4. Monitor with "Refresh Status"

Dataset Format

Instruction Format:

{"instruction": "Summarize this text", "output": "Summary..."}

Q&A Format:

{"question": "What is X?", "answer": "X is..."}

LoRA Config

  • Rank: 8
  • Alpha: 16
  • Target: q_proj, k_proj, v_proj, o_proj

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