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Browse files- checkpoint-2250/config.json +32 -0
- checkpoint-2250/model.safetensors +3 -0
- checkpoint-2250/optimizer.pt +3 -0
- checkpoint-2250/preprocessor_config.json +22 -0
- checkpoint-2250/rng_state.pth +3 -0
- checkpoint-2250/scheduler.pt +3 -0
- checkpoint-2250/trainer_state.json +79 -0
- checkpoint-2250/training_args.bin +3 -0
- config.json +32 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- training_args.bin +3 -0
checkpoint-2250/config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "REAL",
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"1": "FAKE"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"FAKE": 1,
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"REAL": 0
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.44.2"
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}
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checkpoint-2250/model.safetensors
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size 343223968
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checkpoint-2250/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 686568453
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checkpoint-2250/preprocessor_config.json
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{
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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],
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"image_processor_type": "ViTImageProcessor",
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"image_std": [
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0.5,
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0.5,
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0.5
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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}
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checkpoint-2250/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14575
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checkpoint-2250/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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size 627
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checkpoint-2250/trainer_state.json
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{
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"best_metric": 0.0625978633761406,
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"best_model_checkpoint": "ai_vs_real_image_detection/checkpoint-2250",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 2250,
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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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"log_history": [
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"learning_rate": 9.192825112107624e-05,
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"loss": 0.2076,
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"step": 500
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},
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"learning_rate": 8.295964125560538e-05,
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"loss": 0.1091,
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"step": 1000
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.9689583333333334,
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"eval_loss": 0.08704795688390732,
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"eval_runtime": 357.3977,
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"eval_samples_per_second": 134.304,
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"eval_steps_per_second": 4.197,
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"step": 1125
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},
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{
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"epoch": 1.3333333333333333,
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"grad_norm": 0.22118866443634033,
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"learning_rate": 7.399103139013454e-05,
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"loss": 0.0797,
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"step": 1500
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},
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{
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"epoch": 1.7777777777777777,
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"grad_norm": 0.10867808014154434,
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"learning_rate": 6.502242152466367e-05,
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"loss": 0.0644,
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"step": 2000
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9777083333333333,
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"eval_loss": 0.0625978633761406,
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"eval_runtime": 357.0856,
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"eval_samples_per_second": 134.422,
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"eval_steps_per_second": 4.201,
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"step": 2250
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}
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],
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"logging_steps": 500,
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"max_steps": 5625,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 5,
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"save_steps": 500,
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"stateful_callbacks": {
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"TrainerControl": {
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"args": {
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"should_epoch_stop": false,
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"should_evaluate": false,
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"should_log": false,
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"should_save": true,
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"should_training_stop": false
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},
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"attributes": {}
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}
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},
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"total_flos": 1.1158846504501248e+19,
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"train_batch_size": 64,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-2250/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:c2de6e59594095497a7ab5d9d6f17dbd9daf46cd9ad00288b05fca59ed65ffed
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size 4667
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config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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| 3 |
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"architectures": [
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| 4 |
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"ViTForImageClassification"
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],
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| 6 |
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"attention_probs_dropout_prob": 0.0,
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| 7 |
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"encoder_stride": 16,
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"hidden_act": "gelu",
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| 9 |
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"hidden_dropout_prob": 0.0,
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| 10 |
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"hidden_size": 768,
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"id2label": {
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"0": "REAL",
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"1": "FAKE"
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},
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"image_size": 224,
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| 16 |
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"initializer_range": 0.02,
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| 17 |
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"intermediate_size": 3072,
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"label2id": {
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"FAKE": 1,
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"REAL": 0
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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| 24 |
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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| 27 |
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"patch_size": 16,
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| 28 |
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"problem_type": "single_label_classification",
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| 29 |
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"qkv_bias": true,
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| 30 |
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"torch_dtype": "float32",
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"transformers_version": "4.44.2"
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:37541c16c7bf995492c24f960cdbc91136faa5177ca2adc8a7995bcc8b13a5e0
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size 343223968
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preprocessor_config.json
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{
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTImageProcessor",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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"resample": 2,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 224,
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"width": 224
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}
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:c2de6e59594095497a7ab5d9d6f17dbd9daf46cd9ad00288b05fca59ed65ffed
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size 4667
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