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
| - dataset: | |
| id: allenai/olmOCR-bench | |
| task_id: overall | |
| value: 80.3 | |
| source: | |
| url: https://huggingface.co/tiiuae/Falcon-OCR | |
| name: Falcon-OCR Model Card | |
| user: nielsr | |
| notes: English-subset only | |
| - dataset: | |
| id: allenai/olmOCR-bench | |
| task_id: arxiv_math | |
| value: 80.5 | |
| source: | |
| url: https://huggingface.co/tiiuae/Falcon-OCR | |
| name: Falcon-OCR Model Card | |
| user: nielsr | |
| notes: English-subset only | |
| - dataset: | |
| id: allenai/olmOCR-bench | |
| task_id: old_scans_math | |
| value: 69.2 | |
| source: | |
| url: https://huggingface.co/tiiuae/Falcon-OCR | |
| name: Falcon-OCR Model Card | |
| user: nielsr | |
| notes: English-subset only | |
| - dataset: | |
| id: allenai/olmOCR-bench | |
| task_id: table_tests | |
| value: 90.3 | |
| source: | |
| url: https://huggingface.co/tiiuae/Falcon-OCR | |
| name: Falcon-OCR Model Card | |
| user: nielsr | |
| notes: English-subset only | |
| - dataset: | |
| id: allenai/olmOCR-bench | |
| task_id: old_scans | |
| value: 43.5 | |
| source: | |
| url: https://huggingface.co/tiiuae/Falcon-OCR | |
| name: Falcon-OCR Model Card | |
| user: nielsr | |
| notes: English-subset only | |
| - dataset: | |
| id: allenai/olmOCR-bench | |
| task_id: headers_footers | |
| value: 94.0 | |
| source: | |
| url: https://huggingface.co/tiiuae/Falcon-OCR | |
| name: Falcon-OCR Model Card | |
| user: nielsr | |
| notes: English-subset only | |
| - dataset: | |
| id: allenai/olmOCR-bench | |
| task_id: multi_column | |
| value: 87.1 | |
| source: | |
| url: https://huggingface.co/tiiuae/Falcon-OCR | |
| name: Falcon-OCR Model Card | |
| user: nielsr | |
| notes: English-subset only | |
| - dataset: | |
| id: allenai/olmOCR-bench | |
| task_id: long_tiny_text | |
| value: 78.5 | |
| source: | |
| url: https://huggingface.co/tiiuae/Falcon-OCR | |
| name: Falcon-OCR Model Card | |
| user: nielsr | |
| notes: English-subset only | |
| - dataset: | |
| id: allenai/olmOCR-bench | |
| task_id: baseline | |
| value: 99.5 | |
| source: | |
| url: https://huggingface.co/tiiuae/Falcon-OCR | |
| name: Falcon-OCR Model Card | |
| user: nielsr | |
| notes: English-subset only |