vuongnhathien
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README.md
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---
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license: apache-2.0
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base_model: microsoft/swinv2-base-patch4-window12-192-22k
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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model-index:
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- name: swin-dog-food
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# swin-dog-food
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This model is a fine-tuned version of [microsoft/swinv2-base-patch4-window12-192-22k](https://huggingface.co/microsoft/swinv2-base-patch4-window12-192-22k) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.0015
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- Accuracy: 1.0
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 0.0003
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- train_batch_size: 32
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- eval_batch_size: 16
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 53 | 0.0069 | 1.0 |
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| 0.0765 | 2.0 | 106 | 0.0032 | 1.0 |
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| 0.0765 | 3.0 | 159 | 0.0023 | 1.0 |
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| 0.0037 | 4.0 | 212 | 0.0019 | 1.0 |
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| 0.0037 | 5.0 | 265 | 0.0018 | 1.0 |
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### Framework versions
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- Transformers 4.39.3
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- Pytorch 2.1.2
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- Datasets 2.18.0
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- Tokenizers 0.15.2
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runs/May18_08-09-28_65419c5962dc/events.out.tfevents.1716020047.65419c5962dc.34.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:905dd6ea4b0f451f7300ee040319e83d544b4963e01b6b067fb41a8a1c42eae0
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size 411
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