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ft_bs16_lr7_mlm
damgomz/ft_bs16_lr7_mlm
ft_bs16_lr7_mlm 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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701 MB on disk
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At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- May 20, 2024
- Updated
- May 21, 2024
- SHA
- cef1dda5
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 31470.129777431488 |
| Emissions (Co2eq in kg) | 0.0190430699900628 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 3.75 |
| CPU energy (kWh) | 0.3715217473053264 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0327811335265635 |
| Consumed energy (kWh) | 0.4043028808318904 |
| 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) | 0.06057999982155562 |
| Emissions (Co2eq in kg) | 0.012325800829494 |
Note
20 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | damgomz/ThunBERT_bs16_lr5_MLM |
| model_name | ft_bs16_lr7_mlm |
| sequence_length | 400 |
| num_epoch | 15 |
| learning_rate | 5e-07 |
| batch_size | 16 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 81450 |
Training and Testing steps
| Epoch | Train Loss | Test Loss | Accuracy | Recall |
|---|---|---|---|---|
| 0 | 0.628769 | 0.554894 | 0.730486 | 0.842025 |
| 1 | 0.510461 | 0.486829 | 0.763623 | 0.797546 |
| 2 | 0.449970 | 0.445788 | 0.786451 | 0.888037 |
| 3 | 0.410732 | 0.416862 | 0.807806 | 0.884969 |
| 4 | 0.380523 | 0.396044 | 0.812960 | 0.872699 |
| 5 | 0.359862 | 0.388476 | 0.820324 | 0.909509 |
| 6 | 0.342461 | 0.369396 | 0.834315 | 0.874233 |
| 7 | 0.330469 | 0.362060 | 0.840943 | 0.861963 |
| 8 | 0.319533 | 0.359950 | 0.840943 | 0.889571 |
| 9 | 0.310329 | 0.358102 | 0.843888 | 0.892638 |
| 10 | 0.300148 | 0.363338 | 0.840206 | 0.904908 |
| 11 | 0.291830 | 0.362882 | 0.830633 | 0.791411 |
| 12 | 0.285529 | 0.354668 | 0.840206 | 0.849693 |
| 13 | 0.277152 | 0.358292 | 0.837261 | 0.823620 |
| 14 | 0.264916 | 0.364439 | 0.844624 | 0.897239 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- May 20, 2024
- Updated
- May 21, 2024