Commit
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Parent(s):
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End of training
Browse files
README.md
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This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the food101 dataset.
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It achieves the following results on the evaluation set:
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- eval_loss:
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- eval_accuracy: 0.
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- eval_runtime:
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- eval_samples_per_second:
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- eval_steps_per_second: 6.
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- epoch:
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- step:
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## Model description
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This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the food101 dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 0.9767
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- eval_accuracy: 0.7947
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- eval_runtime: 155.0819
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- eval_samples_per_second: 97.69
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- eval_steps_per_second: 6.106
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- epoch: 12.67
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- step: 12000
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## Model description
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model.safetensors
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runs/Feb05_03-08-58_983d148b451b/events.out.tfevents.1707102539.983d148b451b.26.0
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trainer_state.json
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{
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"best_metric": 0.
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"best_model_checkpoint": "food-image-classification/checkpoint-
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"epoch":
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"eval_steps": 1000,
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"global_step":
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"eval_samples_per_second": 98.468,
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"eval_steps_per_second": 6.155,
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"step": 11000
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}
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],
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"logging_steps": 1000,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 500,
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"save_steps": 1000,
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"total_flos": 5.
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"train_batch_size": 16,
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"trial_name": null,
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"trial_params": null
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{
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"best_metric": 0.7831683168316832,
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"best_model_checkpoint": "food-image-classification/checkpoint-11000",
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"epoch": 12.671594508975712,
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"eval_steps": 1000,
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"global_step": 12000,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"eval_samples_per_second": 98.468,
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"eval_steps_per_second": 6.155,
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"step": 11000
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},
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{
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"epoch": 12.67,
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"learning_rate": 1.2671594508975712e-05,
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"loss": 0.9312,
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"step": 12000
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},
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{
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"epoch": 12.67,
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"eval_accuracy": 0.7946534653465347,
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"eval_loss": 0.9766868352890015,
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"eval_runtime": 155.0819,
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"eval_samples_per_second": 97.69,
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"eval_steps_per_second": 6.106,
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"step": 12000
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}
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],
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"logging_steps": 1000,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 500,
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"save_steps": 1000,
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"total_flos": 5.955920916788183e+19,
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"train_batch_size": 16,
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"trial_name": null,
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"trial_params": null
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