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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 +36 -0
- checkpoint-2250/rng_state.pth +3 -0
- checkpoint-2250/scheduler.pt +3 -0
- checkpoint-2250/trainer_state.json +67 -0
- checkpoint-2250/training_args.bin +3 -0
- config.json +1 -1
- model.safetensors +1 -1
- preprocessor_config.json +14 -0
- training_args.bin +1 -1
checkpoint-2250/config.json
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{
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"_name_or_path": "dima806/ai_vs_real_image_detection",
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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": "4.39.3"
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}
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checkpoint-2250/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:4f5d0d4e8e6475faccca9385a2869648bb1f18d3f64c0239ad2bca909d3adc50
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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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oid sha256:0652cc80a8fcc5c0f5faf5901a97cc1915d79da1c5847c4b8a9bad848f583c78
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size 686568453
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checkpoint-2250/preprocessor_config.json
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{
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"_valid_processor_keys": [
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"images",
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"do_resize",
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"size",
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"resample",
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"do_rescale",
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"rescale_factor",
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"do_normalize",
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"image_mean",
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"image_std",
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"return_tensors",
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"data_format",
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"input_data_format"
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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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checkpoint-2250/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:569e899ecb30020e3d6857d0cbf3a3228374ddf2932c9b8b8adf0e78ae25151f
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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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oid sha256:9a8faceeb061a9bdf7c8f79339a0e17d63452ad18a23b6433e51c9798503c7d0
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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": 0.04815581813454628,
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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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{
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"epoch": 0.44,
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"grad_norm": 0.6807317733764648,
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"learning_rate": 7.954545454545454e-07,
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"loss": 0.0381,
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"step": 500
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},
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{
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"epoch": 0.89,
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"grad_norm": 3.3560590744018555,
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"learning_rate": 5.681818181818182e-07,
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"loss": 0.036,
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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": 0.9824166666666667,
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"eval_loss": 0.04870710149407387,
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"eval_runtime": 689.2367,
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"eval_samples_per_second": 69.642,
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"eval_steps_per_second": 2.176,
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"step": 1125
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},
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{
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"epoch": 1.33,
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"grad_norm": 2.8861987590789795,
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"learning_rate": 3.4090909090909085e-07,
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"loss": 0.0352,
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"step": 1500
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},
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{
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"epoch": 1.78,
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"grad_norm": 0.27879592776298523,
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"learning_rate": 1.1363636363636363e-07,
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"loss": 0.0334,
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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": 0.9825,
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"eval_loss": 0.04815581813454628,
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"eval_runtime": 658.5494,
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"eval_samples_per_second": 72.887,
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"eval_steps_per_second": 2.278,
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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": 2250,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 2,
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"save_steps": 500,
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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
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:7127130e5d781b7792e2ace85631e70aa9562b8622e9997b73b1f5021b0d82e0
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size 4411
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config.json
CHANGED
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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.
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}
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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": "4.39.3"
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}
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model.safetensors
CHANGED
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size 343223968
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version https://git-lfs.github.com/spec/v1
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size 343223968
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preprocessor_config.json
CHANGED
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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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{
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"_valid_processor_keys": [
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"images",
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"do_resize",
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"size",
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"resample",
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"do_rescale",
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"rescale_factor",
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"do_normalize",
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"image_mean",
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"image_std",
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"return_tensors",
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"data_format",
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"input_data_format"
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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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training_args.bin
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size 4411
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