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ft_4_4e6_base_x12
damgomz/ft_4_4e6_base_x12
ft_4_4e6_base_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.
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30
Public
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89.7M
32.3 GB on disk
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0
Public
Repo makeup
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.safetensors359 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- May 28, 2024
- Updated
- Jun 15, 2024
- SHA
- 785b8392
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 98451.06499123572 |
| Emissions (Co2eq in kg) | 0.059574232792243 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.1622667800168185 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.102552072921395 |
| Consumed energy (kWh) | 1.264818852938218 |
| 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) | 0.18951830010812876 |
| Emissions (Co2eq in kg) | 0.038560000454900656 |
Note
14 juin 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_4_4e6_base_x12 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 4e-06 |
| batch_size | 4 |
| 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 | 0.700511 | 0.447006 |
| 1 | 0.341763 | 0.257936 | 0.908478 |
| 2 | 0.229373 | 0.226406 | 0.915003 |
| 3 | 0.191050 | 0.227063 | 0.905845 |
| 4 | 0.161006 | 0.220166 | 0.925356 |
| 5 | 0.131305 | 0.235864 | 0.925560 |
| 6 | 0.101172 | 0.260414 | 0.915089 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- May 28, 2024
- Updated
- Jun 15, 2024