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paper_model_2
ricardoSLabs/paper_model_2
paper_model_2 is a image classification model from ricardoSLabs. Use it when you need a label for an image. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Image Classification
- Library
- transformers
- Model type
- beit
- Access
- Public
- Created
- Jul 9, 2024
- Updated
- Jul 10, 2024
- SHA
- 5820e636
Base models
Datasets
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. -->
paper_model_2
This model is a fine-tuned version of microsoft/dit-base-finetuned-rvlcdip on the imagefolder dataset. It achieves the following results on the evaluation set:
- Loss: 0.0013
- Accuracy: 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: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 0.0167 | 0.9954 | 162 | 0.0135 | 0.9966 |
| 0.0032 | 1.9969 | 325 | 0.0030 | 0.9992 |
| 0.0038 | 2.9985 | 488 | 0.0021 | 0.9992 |
| 0.0022 | 4.0 | 651 | 0.0013 | 1.0 |
| 0.0016 | 4.9770 | 810 | 0.0013 | 1.0 |
Framework versions
- Transformers 4.41.2
- Pytorch 2.1.2
- Datasets 2.19.2
- Tokenizers 0.19.1
- Task
- Image Classification
- Library
- transformers
- Type
- beit
- Created
- Jul 9, 2024
- Updated
- Jul 10, 2024