--- license: apache-2.0 base_model: distilbert-base-cased-distilled-squad tags: - generated_from_keras_callback model-index: - name: badokorach/distilbert-base-cased-distilled-agric-trans-240224 results: [] --- # badokorach/distilbert-base-cased-distilled-agric-trans-240224 This model is a fine-tuned version of [distilbert-base-cased-distilled-squad](https://huggingface.co/distilbert-base-cased-distilled-squad) on an unknown dataset. It achieves the following results on the evaluation set: - Train Loss: 0.8057 - Validation Loss: 0.0 - Epoch: 14 ## 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: {'inner_optimizer': {'module': 'transformers.optimization_tf', 'class_name': 'AdamWeightDecay', 'config': {'name': 'AdamWeightDecay', 'learning_rate': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 1e-05, 'decay_steps': 690, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'decay': 0.0, 'beta_1': 0.8999999761581421, 'beta_2': 0.9990000128746033, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.02}, 'registered_name': 'AdamWeightDecay'}, 'dynamic': True, 'initial_scale': 32768.0, 'dynamic_growth_steps': 2000} - training_precision: mixed_float16 ### Training results | Train Loss | Validation Loss | Epoch | |:----------:|:---------------:|:-----:| | 2.8831 | 0.0 | 0 | | 2.1002 | 0.0 | 1 | | 1.8590 | 0.0 | 2 | | 1.6544 | 0.0 | 3 | | 1.4724 | 0.0 | 4 | | 1.3464 | 0.0 | 5 | | 1.2419 | 0.0 | 6 | | 1.1152 | 0.0 | 7 | | 1.0354 | 0.0 | 8 | | 0.9869 | 0.0 | 9 | | 0.9086 | 0.0 | 10 | | 0.8639 | 0.0 | 11 | | 0.8258 | 0.0 | 12 | | 0.7978 | 0.0 | 13 | | 0.8057 | 0.0 | 14 | ### Framework versions - Transformers 4.37.2 - TensorFlow 2.15.0 - Datasets 2.17.1 - Tokenizers 0.15.2