Image-to-Text
Transformers
Safetensors
Kazakh
vision-encoder-decoder
image-text-to-text
ocr
trocr
kazakh
printed
document-ai
Eval Results (legacy)
Instructions to use thekamilya/kazakh-trocr-fine-tuned with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use thekamilya/kazakh-trocr-fine-tuned with Transformers:
# 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="thekamilya/kazakh-trocr-fine-tuned")# Load model directly from transformers import AutoTokenizer, AutoModelForMultimodalLM tokenizer = AutoTokenizer.from_pretrained("thekamilya/kazakh-trocr-fine-tuned") model = AutoModelForMultimodalLM.from_pretrained("thekamilya/kazakh-trocr-fine-tuned") - Notebooks
- Google Colab
- Kaggle
Ctrl+K