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, device_map="auto")# Load model directly from transformers import AutoModelForCausalLM model = AutoModelForCausalLM.from_pretrained("tiiuae/Falcon-OCR", trust_remote_code=True, dtype="auto", device_map="auto") - Notebooks
- Google Colab
- Kaggle
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README.md
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### Links
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- Code and inference engine: [https://github.com/tiiuae/Falcon-Perception](https://
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- Tech report:
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- Perception model: `tiiuae/falcon-perception`
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- vLLM/Docker: [https://ghcr.io/tiiuae/falcon-ocr:latest](https://ghcr.io/tiiuae/falcon-ocr:latest)
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### Links
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- Code and inference engine: [https://github.com/tiiuae/Falcon-Perception](https://github.com/tiiuae/Falcon-Perception)
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- Tech report: [https://arxiv.org/pdf/2603.27365](https://arxiv.org/pdf/2603.27365)
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- Perception model: `tiiuae/falcon-perception`
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- vLLM/Docker: [https://ghcr.io/tiiuae/falcon-ocr:latest](https://ghcr.io/tiiuae/falcon-ocr:latest)
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