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Browse files- checkpoint-1268/config.json +32 -0
- checkpoint-1268/model.safetensors +3 -0
- checkpoint-1268/optimizer.pt +3 -0
- checkpoint-1268/preprocessor_config.json +22 -0
- checkpoint-1268/rng_state.pth +3 -0
- checkpoint-1268/scheduler.pt +3 -0
- checkpoint-1268/trainer_state.json +65 -0
- checkpoint-1268/training_args.bin +3 -0
- config.json +32 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- training_args.bin +3 -0
checkpoint-1268/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": "spoof"
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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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"real": 0,
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"spoof": 1
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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": "4.42.3"
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}
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checkpoint-1268/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:e50d7ac58e848fa1e84c06536a64f509311d8b2c2f870d4858b734951796d6a2
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size 343223968
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checkpoint-1268/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3d6616c4b648e8da023b9445c62eb040dfb4eb5512f2e26006ac9b0f59a7b412
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size 686568453
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checkpoint-1268/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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],
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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-1268/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1921a71fdc9f0a45c58ff32df1e2129ccbd5067bff8436f0be78170d0996a1df
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size 14575
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checkpoint-1268/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-1268/trainer_state.json
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{
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"best_metric": 0.3984749913215637,
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"best_model_checkpoint": "deepfake_vs_real_image_detection/checkpoint-1268",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 1268,
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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": 0.7886435331230284,
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"grad_norm": 1.3794963359832764,
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"learning_rate": 6.305418719211822e-07,
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"loss": 0.57,
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"step": 500
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},
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{
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"epoch": 1.0,
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"eval_accuracy": 0.8916197808705952,
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"eval_loss": 0.484599769115448,
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"eval_runtime": 300.2027,
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"eval_samples_per_second": 44.996,
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"eval_steps_per_second": 5.626,
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"step": 634
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},
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{
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"epoch": 1.5772870662460567,
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"grad_norm": 1.3274891376495361,
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"learning_rate": 2.200328407224959e-07,
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"loss": 0.337,
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"step": 1000
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9207876813740006,
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"eval_loss": 0.3984749913215637,
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"eval_runtime": 296.8555,
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"eval_samples_per_second": 45.504,
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"eval_steps_per_second": 5.69,
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"step": 1268
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}
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],
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"logging_steps": 500,
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"max_steps": 1268,
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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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"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": true
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},
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"attributes": {}
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}
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},
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"total_flos": 3.140285387141726e+18,
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"train_batch_size": 32,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-1268/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:4bb72b01e4c0b3fd9e07ed5f413df9d7126add80aad336e6fdab8484a86e40e8
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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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"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": "spoof"
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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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"real": 0,
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"spoof": 1
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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": "4.42.3"
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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:e50d7ac58e848fa1e84c06536a64f509311d8b2c2f870d4858b734951796d6a2
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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 sha256:4bb72b01e4c0b3fd9e07ed5f413df9d7126add80aad336e6fdab8484a86e40e8
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size 4667
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