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ft_2_16e6_base_x4
damgomz/ft_2_16e6_base_x4
ft_2_16e6_base_x4 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
47
Public
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32.9M
1.1 GB on disk
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Repo makeup
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.safetensors132 MB · 98%
At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 19, 2024
- Updated
- Jun 20, 2024
- SHA
- 98c673cd
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 112826.92087984084 |
| Emissions (Co2eq in kg) | 0.0682732931935014 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 1.3319815640590298 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.117526794436574 |
| Consumed energy (kWh) | 1.4495083584956037 |
| 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) | 0.21719182269369358 |
| Emissions (Co2eq in kg) | 0.04419054401127099 |
Note
19 juin 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_2_16e6_base_x4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 1.6e-05 |
| 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 | 0.744777 | 0.500153 |
| 1 | 0.331253 | 0.283895 | 0.916183 |
| 2 | 0.284130 | 0.270457 | 0.914343 |
| 3 | 0.232995 | 0.285657 | 0.901741 |
| 4 | 0.204235 | 0.272551 | 0.911644 |
| 5 | 0.176515 | 0.284821 | 0.912171 |
| 6 | 0.152715 | 0.300358 | 0.918964 |
- Task
- Text Classification
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 19, 2024
- Updated
- Jun 20, 2024