Downloads · 30 days
6
2% of all-time downloads
ashhadahsan/amazon-theme-bert-base-finetuned-finetuned
amazon-theme-bert-base-finetuned-finetuned is a text classification model from ashhadahsan. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as apache-2.0.
probably proofread and complete it, then remove this comment. --
Downloads · 30 days
6
2% of all-time downloads
All-time downloads
373
Public
Repo size
22.1 GB
Likes
0
Public
Click a slice to open those files.
.h5438 MB · 95%
From the Hugging Face model README
This model is a fine-tuned version of bert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
More information needed
More information needed
More information needed
The following hyperparameters were used during training:
| Train Loss | Train Accuracy | Validation Loss | Validation Accuracy | Epoch |
|---|---|---|---|---|
| 1.9295 | 0.4297 | 1.7895 | 0.4656 | 0 |
| 1.5562 | 0.5650 | 1.6742 | 0.4762 | 1 |
| 1.2099 | 0.6552 | 1.5047 | 0.5450 | 2 |
| 0.8859 | 0.7825 | 1.3883 | 0.6138 | 3 |
| 0.6078 | 0.8753 | 1.3384 | 0.5926 | 4 |
| 0.4276 | 0.9271 | 1.5709 | 0.5397 | 5 |
| 0.3208 | 0.9536 | 1.4246 | 0.6349 | 6 |
| 0.2201 | 0.9748 | 1.5447 | 0.6190 | 7 |
| 0.1663 | 0.9814 | 1.5030 | 0.6455 | 8 |
| 0.1302 | 0.9867 | 1.4468 | 0.6349 | 9 |
| 0.0990 | 0.9881 | 1.4503 | 0.6349 | 10 |
| 0.0812 | 0.9920 | 1.4135 | 0.6667 | 11 |
| 0.0655 | 0.9934 | 1.4341 | 0.6720 | 12 |
| 0.0560 | 0.9960 | 1.4613 | 0.6561 | 13 |
| 0.0468 | 0.9973 | 1.4622 | 0.6720 | 14 |
| 0.0403 | 0.9987 | 1.4927 | 0.6667 | 15 |
| 0.0341 | 1.0 | 1.5032 | 0.6667 | 16 |