Downloads · 30 days
7
27% of all-time downloads
ft_8_19e6_base_x2
damgomz/ft_8_19e6_base_x2
ft_8_19e6_base_x2 is a text classification model from damgomz. Use it when you need a label for a piece of text. It is set up for transformers.
All-time downloads
26
Public
Parameters
18.8M
75.1 MB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors75.1 MB · 97%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 19, 2024
- Updated
- Jun 21, 2024
- SHA
- 40287f6e
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | [More Information Needed] |
| Emissions (Co2eq in kg) | [More Information Needed] |
| CPU power (W) | [NO CPU] |
| GPU power (W) | [No GPU] |
| RAM power (W) | [More Information Needed] |
| CPU energy (kWh) | [No CPU] |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | [More Information Needed] |
| Consumed energy (kWh) | [More Information Needed] |
| Country name | [More Information Needed] |
| Cloud provider | [No Cloud] |
| Cloud region | [No Cloud] |
| CPU count | [No CPU] |
| CPU model | [No CPU] |
| GPU count | [No GPU] |
| GPU model | [No GPU] |
Environmental Impact (for one core)
| Metric | Value |
|---|---|
| CPU energy (kWh) | [No CPU] |
| Emissions (Co2eq in kg) | [More Information Needed] |
Note
20 Juin 2024
My Config
| Config | Value |
|---|---|
| checkpoint | recovering |
| model_name | ft_8_19e6_base_x2 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 1.9e-05 |
| batch_size | 8 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 1 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | F-beta Score |
|---|---|---|---|
| 0 | 0.000000 | 0.707489 | 0.748562 |
| 1 | 0.297821 | 0.252767 | 0.887250 |
| 2 | 0.193647 | 0.242212 | 0.932282 |
| 3 | 0.140631 | 0.248781 | 0.931629 |
| 4 | 0.104267 | 0.272819 | 0.916245 |
| 5 | 0.069640 | 0.329189 | 0.925932 |
| 6 | 0.052564 | 0.301648 | 0.909506 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 19, 2024
- Updated
- Jun 21, 2024