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ft_32_2e6_cv
damgomz/ft_32_2e6_cv
ft_32_2e6_cv is a fill-mask model from damgomz. Use it when you need the model to fill a missing word. It is set up for transformers.
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28
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11.7M
1.4 GB on disk
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Repo makeup
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.safetensors46.7 MB · 95%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- May 21, 2024
- Updated
- May 22, 2024
- SHA
- 0766bfc4
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 83829.19972467422 |
| Emissions (Co2eq in kg) | 0.050726316862282 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.9896478817648342 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0873211180925368 |
| Consumed energy (kWh) | 1.0769689998573724 |
| 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) | 0.16137120946999786 |
| Emissions (Co2eq in kg) | 0.0328331032254974 |
Note
21 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/ThunBERT_bs32_lr5 |
| model_name | ft_32_2e6_cv |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 2e-06 |
| batch_size | 32 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 32586 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.600932 | 0.510687 | 0.754712 | 0.869537 |
| 1 | 0.451969 | 0.413611 | 0.817178 | 0.852384 |
| 2 | 0.366590 | 0.370488 | 0.834119 | 0.859894 |
| 3 | 0.324919 | 0.367874 | 0.840158 | 0.879525 |
| 4 | 0.290215 | 0.369774 | 0.835003 | 0.846829 |
| 5 | 0.252722 | 0.380092 | 0.833088 | 0.842815 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- May 21, 2024
- Updated
- May 22, 2024