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ft_2_4e6_x8
damgomz/ft_2_4e6_x8
ft_2_4e6_x8 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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371
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61.3M
13 GB on disk
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Repo makeup
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.safetensors245 MB · 99%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 17, 2024
- Updated
- Jul 13, 2024
- SHA
- 200397ef
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 119781.82621884346 |
| Emissions (Co2eq in kg) | 0.0724817920850631 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.4140875952175989 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.1247712843192121 |
| Consumed energy (kWh) | 1.5388588795368066 |
| 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) | 0.23058001547127366 |
| Emissions (Co2eq in kg) | 0.046914548602380354 |
Note
12 juillet 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/fp_bs32_lr1e4_x8 |
| model_name | ft_2_4e6_x8 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 4e-06 |
| batch_size | 2 |
| 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 | 0.698436 | 0.236115 |
| 1 | 0.262043 | 0.208945 | 0.929932 |
| 2 | 0.162115 | 0.228465 | 0.912283 |
| 3 | 0.106516 | 0.242180 | 0.931847 |
| 4 | 0.060696 | 0.295733 | 0.921104 |
| 5 | 0.033516 | 0.342811 | 0.910113 |
| 6 | 0.019304 | 0.387056 | 0.912930 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 17, 2024
- Updated
- Jul 13, 2024