AashishKumar
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Browse files- checkpoint-1688/config.json +32 -0
- checkpoint-1688/model.safetensors +3 -0
- checkpoint-1688/optimizer.pt +3 -0
- checkpoint-1688/preprocessor_config.json +36 -0
- checkpoint-1688/rng_state.pth +3 -0
- checkpoint-1688/scheduler.pt +3 -0
- checkpoint-1688/trainer_state.json +51 -0
- checkpoint-1688/training_args.bin +3 -0
- config.json +32 -0
- model.safetensors +3 -0
- preprocessor_config.json +36 -0
- training_args.bin +3 -0
checkpoint-1688/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-1688/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:8a8c34e30f8187df34867c455d2cce1d3dae9a74f7726ae9ebb0d09fa7e1e4f4
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size 343223968
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checkpoint-1688/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:c168131779fad488e21d66cea932fdf04454c3af0a84dc7208281c1addae7a62
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size 686568890
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checkpoint-1688/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-1688/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:337f80e2d0d34a9284444d55672774bbbfc95146aa2e09eba76b1b465dde18ea
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size 14244
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checkpoint-1688/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:f5b5fcd50b57c530802f7e18e03e50d150c4d805d77ae101cf3163f64847126d
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size 1064
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checkpoint-1688/trainer_state.json
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{
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"best_metric": 0.04810093343257904,
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"best_model_checkpoint": "AIvisionGuard/checkpoint-1688",
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"epoch": 1.0,
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"eval_steps": 500,
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"global_step": 1688,
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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": 0.3,
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"grad_norm": 5.197747707366943,
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"learning_rate": 2.175824175824176e-06,
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"loss": 0.0429,
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"step": 500
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},
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{
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"epoch": 0.59,
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"grad_norm": 3.6927614212036133,
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"learning_rate": 1.26007326007326e-06,
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"loss": 0.0382,
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"step": 1000
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},
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{
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"epoch": 0.89,
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"grad_norm": 0.3490743637084961,
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"learning_rate": 3.443223443223443e-07,
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"loss": 0.0383,
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"step": 1500
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.9820833333333333,
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"eval_loss": 0.04810093343257904,
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"eval_runtime": 119.5303,
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"eval_samples_per_second": 100.393,
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"eval_steps_per_second": 3.137,
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"step": 1688
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}
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],
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"logging_steps": 500,
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"max_steps": 1688,
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"num_input_tokens_seen": 0,
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"num_train_epochs": 1,
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"save_steps": 500,
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"total_flos": 8.369134878375936e+18,
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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-1688/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:6b4beaaff477a09a2b34ea2cf81f60b49f7ba68f4c899bcfc797870f84493e97
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size 4856
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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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model.safetensors
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:8a8c34e30f8187df34867c455d2cce1d3dae9a74f7726ae9ebb0d09fa7e1e4f4
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size 343223968
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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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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:6b4beaaff477a09a2b34ea2cf81f60b49f7ba68f4c899bcfc797870f84493e97
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size 4856
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