How to use from the
Use from the
Transformers library
# Use a pipeline as a high-level helper
# Warning: Pipeline type "image-to-text" is no longer supported in transformers v5.
# You must load the model directly (see below) or downgrade to v4.x with:
# 'pip install "transformers<5.0.0'
from transformers import pipeline

pipe = pipeline("image-to-text", model="orucexe/azocr")
# Load model directly
from transformers import AutoTokenizer, AutoModelForMultimodalLM

tokenizer = AutoTokenizer.from_pretrained("orucexe/azocr")
model = AutoModelForMultimodalLM.from_pretrained("orucexe/azocr", device_map="auto")
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AZOCR

Azerbaijani OCR model based on GLM-OCR.

Training

  • Base model: GLM-OCR
  • Language: Azerbaijani
  • Dataset: 6699 page samples
  • Method: LoRA
  • GPUs: 2× NVIDIA Tesla T4
  • Epochs: 2

Notes

Fine-tuned for Azerbaijani document OCR.

How to use?

https://github.com/orucexe/azerbaijani-ocr

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