File size: 1,295 Bytes
efac76e 7713f6a 1fcfeba 7713f6a efac76e 7713f6a 40ef089 7713f6a 7b43e2c 7713f6a 40ef089 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 |
---
license: other
tags:
- generated_from_trainer
base_model: distilbert-base-uncased
model-index:
- name: finetuned-distilbert-adult-content-detection
results: []
---
### finetuned-distilbert-news-article-catgorization
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the adult_content dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0065
- F1_score(weighted): 0.90
### Model description
More information needed
### Intended uses & limitations
More information needed
### Training and evaluation data
The model was trained on some subset of the adult_content dataset and it was validated on the remaining subset of the data
### Training procedure
More information needed
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-5
- train_batch_size: 5
- eval_batch_size: 5
- seed: 17
- optimizer: AdamW(lr=1e-5 and epsilon=1e-08)
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 0
- num_epochs: 2
### Training results
| Training Loss | Epoch | Validation Loss | f1 score |
|:-------------:|:-----:|:---------------: |:------:|
| 0.1414 | 1.0 | 0.4585 | 0.9058 |
| 0.1410 | 2.0 | 0.4584 | 0.9058 |
|