MODEL PROFILE

bert-tiny-finetuned-ner

gagan3012 · bert-tiny-finetuned-ner

This model is a fine-tuned version of prajjwal1/bert-tiny on the conll2003 dataset. It achieves the following results on the evaluation set: - Loss: 0.1689 - Precision: 0.8083 - Recall: 0.8274 - F1: 0.8177 - Accuracy: 0.9598 The following hyperparameters were used during training: - learning_rate: 2e-05 - train_batch_size: 16 - eval_batch_size: 16 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 5

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Profile updated2026/10/29 23:49:00
OVERVIEW

Model overview

This model is a fine-tuned version of prajjwal1/bert-tiny on the conll2003 dataset. It achieves the following results on the evaluation set: - Loss: 0.1689 - Precision: 0.8083 - Recall: 0.8274 - F1: 0.8177 - Accuracy: 0.9598 The following hyperparameters were used during training: - learning_rate: 2e-05 - train_batch_size: 16 - eval_batch_size: 16 - seed: 42 - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 - lr_scheduler_type: linear - num_epochs: 5

Key features

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