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Qwen2.5-VL-OCR-3B-Instruct
BooMarshmello/Qwen2.5-VL-OCR-3B-Instruct
Qwen2.5-VL-OCR-3B-Instruct is a machine learning model from BooMarshmello. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as other.
This is a finetuned version of Qwen2.5-VL-3B-Instruct, focusing on the task img2latex.
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At a glance
- License
- other
- Model type
- qwen2_5_vl
- Access
- Public
- Created
- Apr 8, 2025
- Updated
- Apr 8, 2025
- SHA
- 12c6d41f
Base models
Model card
From the Hugging Face model README
Model Card for Model ID
summary
<!-- Provide a quick summary of what the model is/does. -->This is a finetuned version of Qwen2.5-VL-3B-Instruct, focusing on the task img2latex.
The model is finetuned on the dataset OleehyO/latex-formulas with 2 epochs to enhance latex ocr capability, and one epoch on linxy/LaTeX-OCR to regulate the model's output.
This work is inspired by prithivMLmods/Qwen2-VL-OCR-2B-Instruct.
evaluation
| model | metric | value |
|---|---|---|
| prithivMLmods/Qwen2-VL-OCR-2B-Instruct (bf16) | rouge-l: f1-score | 0.88 |
| CER | 0.24 | |
| etherealgemini/Qwen2_5-VL-OCR-3B-Instruct (bf16) | rouge-l: f1-score | 0.91 |
| CER | 0.21 | |
The improvement probably comes from:
- model's upgrade, for sure...?
- larger dataset: 100K -> 550K
There is an even MUCH larger dataset OleehyO/latex-formulas-80M, but my computing resources are limited.
- Type
- qwen2_5_vl
- License
- other
- Created
- Apr 8, 2025
- Updated
- Apr 8, 2025