---
license: apache-2.0
tags:
- generated_from_keras_callback
model-index:
- name: distilbert-clf-20newsgroups
  results: []
---

# distilbert-clf-20newsgroups

This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on 20newsgroups.
It achieves the following results on the evaluation set:

* loss: 0.5506
* accuracy: 0.8401

## Model description

## Intended uses & limitations

## Training and evaluation data

## 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': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 1908, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
- training_precision: float32

### Training results

* loss: 0.2480
* accuracy: 0.9422
* val_loss: 0.3633
* val_accuracy: 0.8940

### Framework versions

- Transformers 4.28.0
- TensorFlow 2.12.0
- Datasets 2.12.0
- Tokenizers 0.13.3