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04-07-05-45-10
reeddg/04-07-05-45-10
04-07-05-45-10 is a machine learning model from reeddg. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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Updated Apr 7, 2024
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At a glance
- License
- apache-2.0
- Access
- Public
- Created
- Apr 7, 2024
- Updated
- Apr 7, 2024
- SHA
- fbbfe637
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
04-07-05-45-10
This model is a fine-tuned version of google-bert/bert-base-uncased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.0019
- Accuracy: 1.0
- Precision: 1.0
- Recall: 1.0
- F1: 1.0
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
|---|---|---|---|---|---|---|---|
| 0.6774 | 0.21 | 10 | 0.6802 | 0.6585 | 0.5510 | 0.8182 | 0.6585 |
| 0.655 | 0.42 | 20 | 0.6021 | 0.8171 | 0.95 | 0.5758 | 0.7170 |
| 0.5529 | 0.62 | 30 | 0.4343 | 0.9024 | 1.0 | 0.7576 | 0.8621 |
| 0.3913 | 0.83 | 40 | 0.2272 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.2123 | 1.04 | 50 | 0.0917 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.0824 | 1.25 | 60 | 0.0251 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.0199 | 1.46 | 70 | 0.0078 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.0485 | 1.67 | 80 | 0.0042 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.0039 | 1.88 | 90 | 0.0033 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.004 | 2.08 | 100 | 0.0026 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.0032 | 2.29 | 110 | 0.0023 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.0031 | 2.5 | 120 | 0.0021 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.0027 | 2.71 | 130 | 0.0020 | 1.0 | 1.0 | 1.0 | 1.0 |
| 0.0026 | 2.92 | 140 | 0.0019 | 1.0 | 1.0 | 1.0 | 1.0 |
Framework versions
- Transformers 4.31.0
- Pytorch 2.2.1+cu121
- Datasets 2.18.0
- Tokenizers 0.13.3
- License
- apache-2.0
- Created
- Apr 7, 2024
- Updated
- Apr 7, 2024