Object Detection
Transformers
Safetensors
rt_detr_v2
document-layout-analysis
finance
rtdetr-v2
cuda
tf32
Instructions to use AutomatosX/AXDocLayout-M-v1.5-CUDA-TF32 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use AutomatosX/AXDocLayout-M-v1.5-CUDA-TF32 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("object-detection", model="AutomatosX/AXDocLayout-M-v1.5-CUDA-TF32")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForObjectDetection tokenizer = AutoTokenizer.from_pretrained("AutomatosX/AXDocLayout-M-v1.5-CUDA-TF32") model = AutoModelForObjectDetection.from_pretrained("AutomatosX/AXDocLayout-M-v1.5-CUDA-TF32", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Publish owner-selected H5.1 as v1.5 with qualified CUDA profile and preserved tradeoffs
6536f3b verified Download qualification.json from AutomatosX/AXDocLayout-M-v1.5-CUDA-TF32: direct link, hf CLI and curl.
- Browser
- Download file 866 Bytes
-
https://huggingface.co/AutomatosX/AXDocLayout-M-v1.5-CUDA-TF32/resolve/main/qualification.json
- Command line
-
hf download hf://AutomatosX/AXDocLayout-M-v1.5-CUDA-TF32/qualification.json
-
curl -L -o qualification.json https://huggingface.co/AutomatosX/AXDocLayout-M-v1.5-CUDA-TF32/resolve/main/qualification.json
866 Bytes
| { | |
| "boundary_tests_passed": 14, | |
| "cpu_example": { | |
| "all_predictions_exact": true, | |
| "boxes_at_030": 2405, | |
| "device": "cpu", | |
| "example_sha256": "afe45b076c2b2688e1b58307a923c5c001333a8440dd303cf19a2e1cf21b929b", | |
| "new_example_cuda_rerun": false, | |
| "pages": 150, | |
| "raw_detections": 45000, | |
| "review_manifest_sha256": "8083a57308277239d5e5de7acd7a0fec4635bc23c1b3238bb2fd47d35b1b2e72", | |
| "schema": "ax-doclayout.h51-v15-cpu-parity/1", | |
| "seconds": 39.956092542008264, | |
| "weights_sha256": "d0949704220ee50d94359cb6417e3481ac4ef5078a9f63795989e9f5d76e9b7e" | |
| }, | |
| "existing_cuda_evidence": "exact H51-title final1024 three-panel evaluation and exact exported tensor reload", | |
| "new_example_cuda_rerun": false, | |
| "owner_selected_despite_frozen_screen_failure": true, | |
| "ruff_passed": true, | |
| "schema": "ax-doclayout.h51-v15-qualification/1" | |
| } | |