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: llamaindex/ParseBench | |
| task_id: mean | |
| value: 53.08 | |
| date: '2026-05-12' | |
| source: | |
| url: https://huggingface.co/datasets/llamaindex/ParseBench | |
| name: ParseBench | |
| user: boyang-runllama | |
| notes: "Pipeline name: falconocr_pipeline" | |
| - dataset: | |
| id: llamaindex/ParseBench | |
| task_id: text_content | |
| value: 78.59 | |
| date: '2026-05-12' | |
| source: | |
| url: https://huggingface.co/datasets/llamaindex/ParseBench | |
| name: ParseBench | |
| user: boyang-runllama | |
| notes: "Pipeline name: falconocr_pipeline" | |
| - dataset: | |
| id: llamaindex/ParseBench | |
| task_id: text_formatting | |
| value: 47.91 | |
| date: '2026-05-12' | |
| source: | |
| url: https://huggingface.co/datasets/llamaindex/ParseBench | |
| name: ParseBench | |
| user: boyang-runllama | |
| notes: "Pipeline name: falconocr_pipeline" | |
| - dataset: | |
| id: llamaindex/ParseBench | |
| task_id: layout | |
| value: 63.37 | |
| date: '2026-05-12' | |
| source: | |
| url: https://huggingface.co/datasets/llamaindex/ParseBench | |
| name: ParseBench | |
| user: boyang-runllama | |
| notes: "Pipeline name: falconocr_pipeline" | |
| - dataset: | |
| id: llamaindex/ParseBench | |
| task_id: chart | |
| value: 0.82 | |
| date: '2026-05-12' | |
| source: | |
| url: https://huggingface.co/datasets/llamaindex/ParseBench | |
| name: ParseBench | |
| user: boyang-runllama | |
| notes: "Pipeline name: falconocr_pipeline" | |
| - dataset: | |
| id: llamaindex/ParseBench | |
| task_id: table | |
| value: 74.70 | |
| date: '2026-05-12' | |
| source: | |
| url: https://huggingface.co/datasets/llamaindex/ParseBench | |
| name: ParseBench | |
| user: boyang-runllama | |
| notes: "Pipeline name: falconocr_pipeline" | |