badokorach/roberta-base-squad2-agric-170224
This model is a fine-tuned version of badokorach/roberta-base-squad2-agric-181223 on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.0090
- Validation Loss: 0.0
- Epoch: 4
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- optimizer: {'name': 'Adam', 'weight_decay': None, 'clipnorm': None, 'global_clipnorm': None, 'clipvalue': None, 'use_ema': False, 'ema_momentum': 0.99, 'ema_overwrite_frequency': None, 'jit_compile': True, 'is_legacy_optimizer': False, 'learning_rate': {'module': None, 'class_name': 'CustomLearningRateScheduler', 'config': {'initial_learning_rate': 3e-05, 'decay_steps': 2736, 'warmup_steps': 304, 'end_learning_rate': 1e-05}, 'registered_name': 'CustomLearningRateScheduler'}, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: mixed_float16
Training results
Train Loss | Validation Loss | Epoch |
---|---|---|
0.4458 | 0.0 | 0 |
0.0226 | 0.0 | 1 |
0.0144 | 0.0 | 2 |
0.0060 | 0.0 | 3 |
0.0090 | 0.0 | 4 |
Framework versions
- Transformers 4.35.2
- TensorFlow 2.15.0
- Datasets 2.17.1
- Tokenizers 0.15.2
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Inference Providers
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Model tree for badokorach/roberta-base-squad2-agric-170224
Base model
FacebookAI/xlm-roberta-base