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End of training

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  1. README.md +65 -0
  2. model.safetensors +1 -1
  3. training_args.bin +1 -1
README.md ADDED
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+ ---
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+ license: apache-2.0
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+ base_model: google/efficientnet-b1
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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: efficientnet_b1-food101
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+ results: []
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+ ---
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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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+
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+ # efficientnet_b1-food101
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+
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+ This model is a fine-tuned version of [google/efficientnet-b1](https://huggingface.co/google/efficientnet-b1) on an unknown dataset.
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+ It achieves the following results on the evaluation set:
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+ - Loss: 0.0490
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+ - Accuracy: 0.9947
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+
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+ ## Model description
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+
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+ More information needed
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+
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+ ## Intended uses & limitations
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+
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+ More information needed
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+
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+ ## Training and evaluation data
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+
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+ More information needed
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+
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+ ## Training procedure
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+
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+ ### Training hyperparameters
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+
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+ The following hyperparameters were used during training:
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+ - learning_rate: 0.0002
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+ - train_batch_size: 64
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+ - eval_batch_size: 64
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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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+ - lr_scheduler_warmup_steps: 500
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+ - num_epochs: 5
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+
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+ ### Training results
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+
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+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
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+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
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+ | No log | 1.0 | 47 | 4.3674 | 0.1548 |
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+ | No log | 2.0 | 94 | 3.1870 | 0.8915 |
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+ | No log | 3.0 | 141 | 0.8758 | 0.9751 |
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+ | No log | 4.0 | 188 | 0.1010 | 0.9858 |
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+ | No log | 5.0 | 235 | 0.0503 | 0.9893 |
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+
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+
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+ ### Framework versions
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+
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+ - Transformers 4.37.2
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+ - Pytorch 2.1.0+cu121
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+ - Datasets 2.17.1
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+ - Tokenizers 0.15.2
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