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fp_bs4_lr5_x8
damgomz/fp_bs4_lr5_x8
fp_bs4_lr5_x8 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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31
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60.8M
3.2 GB on disk
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Repo makeup
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.safetensors243 MB · 99%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jun 25, 2024
- Updated
- Jun 27, 2024
- SHA
- b514b98b
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 208490.08250188828 |
| Emissions (Co2eq in kg) | 0.1568480215083055 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.461335938281156 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.8686999740839002 |
| Consumed energy (kWh) | 3.330035912365035 |
| Country name | Switzerland |
| Cloud provider | nan |
| Cloud region | nan |
| CPU count | 6 |
| 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) | 0.4013434088161349 |
| Emissions (Co2eq in kg) | 0.08165861564657291 |
Note
24 juin 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs4_lr5_x8 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 5e-05 |
| batch_size | 4 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 164073 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 13.089132 | 11.385561 |
| 0.5 | 4.059727 | 3.669117 |
| 1.0 | 3.514628 | 3.423268 |
| 1.5 | 3.314988 | 3.295123 |
| 2.0 | 3.175144 | 3.186192 |
| 2.5 | 3.077100 | 3.083530 |
| 3.0 | 2.998466 | 3.025474 |
| 3.5 | 2.926265 | 2.971895 |
| 4.0 | 2.864591 | 2.906877 |
| 4.5 | 2.803545 | 2.856923 |
| 5.0 | 2.747675 | 2.814351 |
| 5.5 | 2.699872 | 2.777204 |
| 6.0 | 2.671672 | 2.749017 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jun 25, 2024
- Updated
- Jun 27, 2024