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fp_bs2_lr1e4_x4
damgomz/fp_bs2_lr1e4_x4
fp_bs2_lr1e4_x4 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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32.5M
2.1 GB on disk
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.safetensors130 MB · 98%
At a glance
- Task
- Fill-Mask
- Library
- transformers
- Model type
- albert
- Access
- Public
- Created
- Jul 6, 2024
- Updated
- Jul 10, 2024
- SHA
- 0d3904a7
Try a prompt
Model card
From the Hugging Face model README
Environmental Impact (CODE CARBON DEFAULT)
| Metric | Value |
|---|---|
| Duration (in seconds) | 207095.64505839348 |
| Emissions (Co2eq in kg) | 0.1557990830810083 |
| CPU power (W) | 42.5 |
| GPU power (W) | [No GPU] |
| RAM power (W) | 15.0 |
| CPU energy (kWh) | 2.444874471023843 |
| GPU energy (kWh) | [No GPU] |
| RAM energy (kWh) | 0.8628914592325703 |
| Consumed energy (kWh) | 3.3077659302564357 |
| 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) | 0.39865911673740745 |
| Emissions (Co2eq in kg) | 0.08111246098120412 |
Note
5 juillet 2024 !
My Config
| Config | Value |
|---|---|
| checkpoint | albert-base-v2 |
| model_name | fp_bs2_lr1e4_x4 |
| sequence_length | 400 |
| num_epoch | 6 |
| learning_rate | 0.0001 |
| batch_size | 2 |
| weight_decay | 0.0 |
| warm_up_prop | 0.0 |
| drop_out_prob | 0.1 |
| packing_length | 100 |
| train_test_split | 0.2 |
| num_steps | 334316 |
Training and Testing steps
| Epoch | Train Loss | Test Loss |
|---|---|---|
| 0.0 | 13.111037 | 16.200205 |
| 0.5 | 7.286890 | 7.193921 |
| 1.0 | 7.160775 | 7.133221 |
| 1.5 | 7.129565 | 7.118115 |
| 2.0 | 7.101973 | 7.128290 |
| 2.5 | 7.068687 | 7.057100 |
| 3.0 | 7.067994 | 7.080114 |
| 3.5 | 7.021939 | 7.039138 |
| 4.0 | 7.036175 | 7.046698 |
| 4.5 | 7.030503 | 7.042431 |
| 5.0 | 7.038539 | 7.033814 |
| 5.5 | 7.021964 | 7.027207 |
| 6.0 | 7.018128 | 7.021564 |
- Task
- Fill-Mask
- Library
- transformers
- Type
- albert
- Languages
- en
- Created
- Jul 6, 2024
- Updated
- Jul 10, 2024