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ft_bs16_lr7_base_x2
damgomz/ft_bs16_lr7_base_x2
ft_bs16_lr7_base_x2 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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18.8M
1.9 GB on disk
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Repo makeup
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.safetensors75.1 MB · 97%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- May 16, 2024
- Updated
- May 17, 2024
- SHA
- 581f705d
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 36881.51029586792 |
| Emissions (Co2eq in kg) | 0.0226794872442836 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 4.500000000000001 |
| CPU energy (kWh) | 0.4354060074516468 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.0461015453451873 |
| Consumed energy (kWh) | 0.4815075527968334 |
| 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) | 0.07099690731954574 |
| Emissions (Co2eq in kg) | 0.014445258199214933 |
Note
17 May 2024
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | ft_bs16_lr7_base_x2 |
| 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 | 0.588079 | 0.517896 | 0.740059 | 0.863497 |
| 1 | 0.477829 | 0.460693 | 0.781296 | 0.848160 |
| 2 | 0.429019 | 0.428960 | 0.805596 | 0.881902 |
| 3 | 0.391332 | 0.404802 | 0.807806 | 0.832822 |
| 4 | 0.368315 | 0.398500 | 0.819588 | 0.863497 |
| 5 | 0.350588 | 0.389129 | 0.821060 | 0.863497 |
| 6 | 0.335994 | 0.382235 | 0.822533 | 0.874233 |
| 7 | 0.324425 | 0.373543 | 0.834315 | 0.838957 |
| 8 | 0.310990 | 0.373090 | 0.831370 | 0.854294 |
| 9 | 0.300017 | 0.368493 | 0.834315 | 0.849693 |
| 10 | 0.286613 | 0.377919 | 0.832842 | 0.872699 |
| 11 | 0.275215 | 0.370514 | 0.836524 | 0.831288 |
| 12 | 0.260308 | 0.383199 | 0.834315 | 0.872699 |
| 13 | 0.249657 | 0.378506 | 0.837997 | 0.842025 |
| 14 | 0.234344 | 0.385054 | 0.834315 | 0.835890 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- May 16, 2024
- Updated
- May 17, 2024