--- license: mit tags: - generated_from_keras_callback model-index: - name: jonaskoenig/xtremedistil-l6-h256-uncased-go-emotion results: [] --- # jonaskoenig/xtremedistil-l6-h256-uncased-go-emotion This model is a fine-tuned version of [microsoft/xtremedistil-l6-h256-uncased](https://huggingface.co/microsoft/xtremedistil-l6-h256-uncased) on an unknown dataset. It achieves the following results on the evaluation set: - Train Loss: 0.0230 - Train Binary Crossentropy: 0.3795 - Validation Loss: 0.0217 - Validation Binary Crossentropy: 0.3411 - Epoch: 5 ## 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', 'learning_rate': 4e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False} - training_precision: float32 ### Training results | Train Loss | Train Binary Crossentropy | Validation Loss | Validation Binary Crossentropy | Epoch | |:----------:|:-------------------------:|:---------------:|:------------------------------:|:-----:| | 0.0607 | 0.6194 | 0.0411 | 0.6178 | 0 | | 0.0385 | 0.6219 | 0.0341 | 0.6174 | 1 | | 0.0319 | 0.5539 | 0.0290 | 0.5115 | 2 | | 0.0279 | 0.4860 | 0.0257 | 0.4198 | 3 | | 0.0252 | 0.4284 | 0.0236 | 0.3984 | 4 | | 0.0230 | 0.3795 | 0.0217 | 0.3411 | 5 | ### Framework versions - Transformers 4.20.1 - TensorFlow 2.9.1 - Datasets 2.3.2 - Tokenizers 0.12.1