CoolFace
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mohajesmaeili/Qwen3-VL-2B-Persian-Arabic-Ocr-v1.0

sourceHugging Faceapache-2.0updated 9mo agoView on Hugging Face
19likes466downloads
Model Card

Persian/Arabic OCR - Qwen3-VL-2B-Instruct - v1.0

This is a 16-bit version of Qwen/Qwen3-VL-2B-Instruct fine-tuned specifically for Persian text recognition (OCR) on individual text lines. The model has been trained exclusively on cropped single-line text images and is not designed for full-page OCR.

Training Details

  • —Dataset:
  • —56,000 real Persian text line images
  • —100,000 synthetic images (47 fonts in 3 diffrent sizes) with clean and noisy/colored backgrounds
  • —Total Examples: 156k text line images
  • —Epochs: 1
  • —LoRA Rank: 512
  • —Batch Size: 100
  • —Learning Rate: 2e-4
  • —Trainable Parameters: 759M Params

Training Performance

Training loss decreased steadily, ending at approximately 0.071.

StepTraining Loss
02.2102
1000.1577
2000.1384
3000.1330
4000.1208
5000.1078
6000.1080
7000.1065
8000.0980
9000.0871
10000.0827
11000.0802
12000.0898
13000.0866
14000.0811
15000.0774
15500.0714