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fp_bs8_lr1e4_x8
damgomz/fp_bs8_lr1e4_x8
fp_bs8_lr1e4_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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60.8M
3.9 GB on disk
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.safetensors243 MB · 99%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jul 6, 2024
- Updated
- Jul 10, 2024
- SHA
- 5e51b3da
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 189199.7375972271 |
| Emissions (Co2eq in kg) | 0.142335761664038 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.233602746842287 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.7883237868626974 |
| Consumed energy (kWh) | 3.0219265337049763 |
| 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) | 0.36420949487466214 |
| Emissions (Co2eq in kg) | 0.07410323055891394 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs8_lr1e4_x8 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0001 |
| batch_size | 8 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 81689 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 14.831572 | 15.107053 |
| 0.5 | 4.180298 | 3.747577 |
| 1.0 | 3.563155 | 3.459220 |
| 1.5 | 3.335922 | 3.296716 |
| 2.0 | 3.380067 | 6.984087 |
| 2.5 | 6.973961 | 6.969550 |
| 3.0 | 6.971643 | 6.979950 |
| 3.5 | 6.971316 | 6.981630 |
| 4.0 | 6.979162 | 6.988373 |
| 4.5 | 6.982184 | 6.984194 |
| 5.0 | 6.977189 | 6.987575 |
| 5.5 | 6.979103 | 6.984643 |
| 6.0 | 6.976059 | 6.986024 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jul 6, 2024
- Updated
- Jul 10, 2024