|
--- |
|
license: mit |
|
tags: |
|
- generated_from_keras_callback |
|
model-index: |
|
- name: jonaskoenig/topic_classification_02 |
|
results: [] |
|
--- |
|
|
|
<!-- This model card has been generated automatically according to the information Keras had access to. You should |
|
probably proofread and complete it, then remove this comment. --> |
|
|
|
# jonaskoenig/topic_classification_02 |
|
|
|
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: 0.0189 |
|
- Train Binary Crossentropy: 0.3299 |
|
- 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': 3e-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 | Epoch | |
|
|:----------:|:-------------------------:|:-----:| |
|
| 0.0250 | 0.4229 | 0 | |
|
| 0.0214 | 0.3684 | 1 | |
|
| 0.0204 | 0.3530 | 2 | |
|
| 0.0198 | 0.3433 | 3 | |
|
| 0.0193 | 0.3359 | 4 | |
|
| 0.0189 | 0.3299 | 5 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.20.1 |
|
- TensorFlow 2.9.1 |
|
- Datasets 2.3.2 |
|
- Tokenizers 0.12.1 |
|
|
