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Browse files- checkpoint-128/config.json +32 -0
- checkpoint-128/model.safetensors +3 -0
- checkpoint-128/optimizer.pt +3 -0
- checkpoint-128/preprocessor_config.json +23 -0
- checkpoint-128/rng_state.pth +3 -0
- checkpoint-128/scheduler.pt +3 -0
- checkpoint-128/trainer_state.json +53 -0
- checkpoint-128/training_args.bin +3 -0
- config.json +32 -0
- model.safetensors +3 -0
- preprocessor_config.json +23 -0
- training_args.bin +3 -0
checkpoint-128/config.json
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{
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"_name_or_path": "dima806/deepfake_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": "4.49.0"
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}
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checkpoint-128/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:1029df707d2a91425cef10787fdc50f5f59b4afcde5fce5d132900d062f80751
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size 343223968
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checkpoint-128/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:5ef25fa0beabcbaf02e8c6fb94808c732f1f6039afedc023298910097741b85d
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size 686568890
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checkpoint-128/preprocessor_config.json
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{
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"do_convert_rgb": null,
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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-128/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:8b21bce05e68bf6c12a304b8f3ccfead363332d301c53414dfb7f5531c15a75a
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size 14244
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checkpoint-128/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:e7f06503dab2930086d311cd412202b0ff8fcdd419a3272ad7f1cdc6dc26331c
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size 1064
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checkpoint-128/trainer_state.json
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{
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"best_metric": 0.023727085441350937,
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"best_model_checkpoint": "Manh_deepfake_vs_real_image_detection_Manh/checkpoint-128",
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"epoch": 2.0,
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"eval_steps": 500,
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"global_step": 128,
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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": 1.0,
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"eval_accuracy": 0.9933823529411765,
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"eval_loss": 0.023775240406394005,
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"eval_model_preparation_time": 0.0029,
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"eval_runtime": 20.5967,
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"eval_samples_per_second": 66.03,
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"eval_steps_per_second": 8.254,
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"step": 64
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9933823529411765,
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"eval_loss": 0.023727085441350937,
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"eval_model_preparation_time": 0.0029,
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"eval_runtime": 21.0305,
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"eval_samples_per_second": 64.668,
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"eval_steps_per_second": 8.084,
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"step": 128
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}
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],
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"logging_steps": 500,
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"max_steps": 128,
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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": 3.15857349669077e+17,
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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-128/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:e0769d3119dfc9b346770178cb79d7d3d1733796fef8c3112ee11c48e9a1cee7
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size 5304
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config.json
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{
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"_name_or_path": "dima806/deepfake_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": "4.49.0"
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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 sha256:1029df707d2a91425cef10787fdc50f5f59b4afcde5fce5d132900d062f80751
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size 343223968
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preprocessor_config.json
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{
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"do_convert_rgb": null,
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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:e0769d3119dfc9b346770178cb79d7d3d1733796fef8c3112ee11c48e9a1cee7
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size 5304
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