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TRAINING_RESULTS
chocee/TRAINING_RESULTS
TRAINING_RESULTS is a machine learning model from chocee. 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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At a glance
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Oct 3, 2024
- Updated
- Oct 3, 2024
- SHA
- 97de85cb
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. -->
TRAINING_RESULTS
This model is a fine-tuned version of distilbert/distilbert-base-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0658
- Accuracy: 0.9847
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: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- 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 |
|---|---|---|---|---|
| No log | 1.0 | 66 | 0.1136 | 0.9656 |
| No log | 2.0 | 132 | 0.0764 | 0.9809 |
| No log | 3.0 | 198 | 0.0658 | 0.9847 |
Framework versions
- Transformers 4.37.2
- Pytorch 2.2.2
- Datasets 2.21.0
- Tokenizers 0.15.1
- Type
- distilbert
- License
- apache-2.0
- Created
- Oct 3, 2024
- Updated
- Oct 3, 2024