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q-tags-trainer-new
mkoypish/q-tags-trainer-new
q-tags-trainer-new is a text classification model from mkoypish. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- apache-2.0
- Model type
- distilbert
- Access
- Public
- Created
- Mar 7, 2024
- Updated
- Mar 16, 2024
- SHA
- 3d2e0cbd
Try a prompt
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. -->
q-tags-trainer-new
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: 0.2455
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: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 7
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 411 | 0.4501 |
| 0.7789 | 2.0 | 822 | 0.3748 |
| 0.2546 | 3.0 | 1233 | 0.2986 |
| 0.1707 | 4.0 | 1644 | 0.2789 |
| 0.1237 | 5.0 | 2055 | 0.2432 |
| 0.1237 | 6.0 | 2466 | 0.2465 |
| 0.1031 | 7.0 | 2877 | 0.2455 |
Framework versions
- Transformers 4.38.2
- Pytorch 2.2.0
- Datasets 2.17.1
- Tokenizers 0.15.2
- Task
- Text Classification
- Library
- transformers
- Type
- distilbert
- License
- apache-2.0
- Created
- Mar 7, 2024
- Updated
- Mar 16, 2024