Text Classification
Transformers
TensorFlow
TF-Keras
distilbert
generated_from_keras_callback
text-embeddings-inference
Instructions to use HosseinMasoudi/test-tf-text-classifier with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use HosseinMasoudi/test-tf-text-classifier with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="HosseinMasoudi/test-tf-text-classifier")# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForSequenceClassification tokenizer = AutoTokenizer.from_pretrained("HosseinMasoudi/test-tf-text-classifier") model = AutoModelForSequenceClassification.from_pretrained("HosseinMasoudi/test-tf-text-classifier", device_map="auto") - Notebooks
- Google Colab
- Kaggle
test-tf-text-classifier
This model is a fine-tuned version of distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.7617
- Train Accuracy: 0.5
- Epoch: 0
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': np.float32(5e-05), 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: float32
Training results
| Train Loss | Train Accuracy | Epoch |
|---|---|---|
| 0.7617 | 0.5 | 0 |
Framework versions
- Transformers 4.56.1
- TensorFlow 2.19.0
- Datasets 4.0.0
- Tokenizers 0.22.0
- Downloads last month
- 10
Model tree for HosseinMasoudi/test-tf-text-classifier
Base model
distilbert/distilbert-base-uncased