Image-to-Text
Transformers
Safetensors
falcon_ocr
text-generation
falcon
ocr
vision-language
document-understanding
custom_code
Eval Results
Instructions to use tiiuae/Falcon-OCR with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use tiiuae/Falcon-OCR 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="tiiuae/Falcon-OCR", trust_remote_code=True)# Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("tiiuae/Falcon-OCR", trust_remote_code=True, dtype="auto") - Notebooks
- Google Colab
- Kaggle
Update README.md
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by wamreyaz - opened
README.md
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## Citation
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}
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```
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## Capabilities
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### Handwriting
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<img src="https://cdn-uploads.huggingface.co/production/uploads/62fe441427c98b09b503a4e3/zX9GbTqZ2Jbazey4AOBGH.png" width="600" />
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### Real-world images
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<img src="https://cdn-uploads.huggingface.co/production/uploads/62fe441427c98b09b503a4e3/xvyXcFXMfNkCM-3r0_-fu.png" width="600" />
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### Tables
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<img src="https://cdn-uploads.huggingface.co/production/uploads/62fe441427c98b09b503a4e3/3VqNXV6awVZynM0X2QE9U.png" width="600" />
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### Complex Layout
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<img src="https://cdn-uploads.huggingface.co/production/uploads/62fe441427c98b09b503a4e3/iGCYI2y1eaCj1wMHrmNds.png" width="600" />
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<!--  -->
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## Citation
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