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[Docs] Add Unsloth fine-tuning tutorial for ERNIE-4.5-VL-28B-A3B (EN/ZH)#1411

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jzhang533 merged 14 commits into
PaddlePaddle:developfrom
mattheliu:unsloth
Jan 4, 2026
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[Docs] Add Unsloth fine-tuning tutorial for ERNIE-4.5-VL-28B-A3B (EN/ZH)#1411
jzhang533 merged 14 commits into
PaddlePaddle:developfrom
mattheliu:unsloth

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@mattheliu mattheliu commented Dec 24, 2025

📚 Documentation Enhancement

This PR adds a complete fine-tuning guide for ERNIE-4.5-VL-28B-A3B using Unsloth,
with both English and Chinese versions to better serve the global community.

✨ What's Included

  • Full end-to-end workflow:
    • Installation & environment setup
    • Model loading & LoRA configuration
    • Vision-language dataset preparation
    • Custom collator & trainer for ERNIE-4.5-VL
    • Training, inference, and model export
  • Supports large-scale VL fine-tuning on limited GPU resources
  • Covers production-grade deployment practices

📁 Added Files

  • docs/source/Unsloth_ERNIE_4_5_VL_28B_A3B.md
  • docs/source/Unsloth_ERNIE_4_5_VL_28B_A3B.zh.md

🎯 Impact

This documentation significantly lowers the barrier for developers and researchers
to fine-tune ERNIE-4.5-VL models efficiently and correctly, and provides
a reference-grade implementation for future multimodal projects.

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paddle-bot Bot commented Dec 24, 2025

Thanks for your contribution!

@mattheliu mattheliu changed the title docs: add Unsloth fine-tuning guide for ERNIE-4.5-VL-28B-A3B (EN & ZH) [Docs] Add Unsloth fine-tuning tutorial for ERNIE-4.5-VL-28B-A3B (EN/ZH) Dec 24, 2025
@jzhang533 jzhang533 self-requested a review December 24, 2025 11:00
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LGTM

Signed-off-by: Zhang Jun <jzhang533@gmail.com>
Signed-off-by: Zhang Jun <jzhang533@gmail.com>
Signed-off-by: Zhang Jun <jzhang533@gmail.com>
Signed-off-by: Zhang Jun <jzhang533@gmail.com>
Signed-off-by: Zhang Jun <jzhang533@gmail.com>
Signed-off-by: Zhang Jun <jzhang533@gmail.com>
@jzhang533 jzhang533 merged commit c11e751 into PaddlePaddle:develop Jan 4, 2026
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2 participants