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| task: token_classification | |
| base_model: google-bert/bert-base-uncased | |
| project_name: autotrain-bert-custom-finetuned | |
| log: tensorboard | |
| backend: local | |
| data: | |
| path: data/ # this must be the path to the directory containing the train and valid files | |
| train_split: train # this must be either train.json | |
| valid_split: test # this must be either valid.json, can also be set to null | |
| column_mapping: | |
| tokens_column: tokens # this must be the name of the column containing the text | |
| tags_column: tags # this must be the name of the column containing the target | |
| params: | |
| max_seq_length: 512 | |
| epochs: 3 | |
| batch_size: 4 | |
| lr: 2e-5 | |
| optimizer: adamw_torch | |
| scheduler: linear | |
| gradient_accumulation: 1 | |
| mixed_precision: fp16 | |
| hub: | |
| username: ${HF_USERNAME} | |
| token: ${HF_TOKEN} | |
| push_to_hub: true |