Downloads · 30 days
6
17% of all-time downloads
ft_1_1e6_x12
damgomz/ft_1_1e6_x12
ft_1_1e6_x12 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
35
Public
Parameters
89.7M
21.2 GB on disk
Likes
0
Public
Repo makeup
Click a slice to open those files.
.safetensors359 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 17, 2024
- Updated
- Jul 14, 2024
- SHA
- b2097805
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 153873.89859223366 |
| Emissions (Co2eq in kg) | 0.0931114454324501 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.8165627302004228 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.1602837365932759 |
| Consumed energy (kWh) | 1.976846466793701 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 2 |
| CPU model | Intel(R) Xeon(R) Platinum 8360Y CPU @ 2.40GHz |
| GPU count | nan |
| GPU model | nan |
Environmental Impact (for one core)
| Metric | Value |
|---|---|
| CPU energy (kWh) | 0.2962072547900498 |
| Emissions (Co2eq in kg) | 0.06026727694862485 |
Note
12 juillet 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/fp_bs8_lr1e4_x12 |
| model_name | ft_1_1e6_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 1e-06 |
| batch_size | 1 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 29328 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | F-beta Score |
|---|---|---|---|
| 0 | 0.000000 | 0.705838 | 0.266994 |
| 1 | 0.353335 | 0.280875 | 0.899528 |
| 2 | 0.237656 | 0.260768 | 0.888780 |
| 3 | 0.183843 | 0.258465 | 0.894033 |
| 4 | 0.142971 | 0.268814 | 0.901807 |
| 5 | 0.111678 | 0.281863 | 0.899742 |
| 6 | 0.093047 | 0.287610 | 0.905526 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 17, 2024
- Updated
- Jul 14, 2024