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exp_mluke_base_auan
manotham/exp_mluke_base_auan
exp_mluke_base_auan is a text classification model from manotham. 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
- luke
- Access
- Public
- Created
- May 9, 2024
- Updated
- May 9, 2024
- SHA
- 91e70702
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. -->
exp_mluke_base_auan
This model is a fine-tuned version of studio-ousia/mluke-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.1706
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: 8
- eval_batch_size: 16
- seed: 618
- gradient_accumulation_steps: 8
- total_train_batch_size: 64
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.5369 | 0.9932 | 55 | 0.4464 |
| 0.2825 | 1.9865 | 110 | 0.2670 |
| 0.2248 | 2.9977 | 166 | 0.2278 |
| 0.1797 | 3.9910 | 221 | 0.2210 |
| 0.111 | 4.9842 | 276 | 0.1788 |
| 0.1056 | 5.9955 | 332 | 0.1682 |
| 0.0981 | 6.9887 | 387 | 0.1899 |
| 0.0803 | 8.0 | 443 | 0.1720 |
| 0.0768 | 8.9932 | 498 | 0.1572 |
| 0.0504 | 9.9323 | 550 | 0.1706 |
Framework versions
- Transformers 4.40.1
- Pytorch 2.2.1+cu121
- Datasets 2.19.1
- Tokenizers 0.19.1
- Task
- Text Classification
- Library
- transformers
- Type
- luke
- License
- apache-2.0
- Created
- May 9, 2024
- Updated
- May 9, 2024