| { | |
| "model": "vitstr_base", | |
| "architecture": "DocTR ViTSTR-Base", | |
| "parameters": "85.3M", | |
| "vocab_size": 81, | |
| "charset": " !\"$%'(),-./0123456789:;?ABCDEFGHIJKLMNOPQRSTUVWXYZabcdefghijklmnopqrstuvwxyz\u2013\u201c\u201d\u2026", | |
| "img_size": [ | |
| 32, | |
| 128 | |
| ], | |
| "language": "Nyishi", | |
| "script": "Latin", | |
| "training": { | |
| "dataset": "Badnyal/nyishi-ocr-synthetic-150k", | |
| "train_samples": 70000, | |
| "val_samples": 5000, | |
| "test_samples": 5000, | |
| "epochs": 3, | |
| "batch_size": 64, | |
| "optimizer": "AdamW", | |
| "lr": 0.0001, | |
| "scheduler": "OneCycleLR" | |
| }, | |
| "results": { | |
| "val_char_accuracy": 94.6, | |
| "test_char_accuracy": 95.51 | |
| }, | |
| "license": "CC-BY-4.0" | |
| } |