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Browse files- checkpoint-80/config.json +32 -0
- checkpoint-80/model.safetensors +3 -0
- checkpoint-80/optimizer.pt +3 -0
- checkpoint-80/preprocessor_config.json +36 -0
- checkpoint-80/rng_state.pth +3 -0
- checkpoint-80/scheduler.pt +3 -0
- checkpoint-80/trainer_state.json +78 -0
- checkpoint-80/training_args.bin +3 -0
- config.json +32 -0
- model.safetensors +3 -0
- preprocessor_config.json +36 -0
- training_args.bin +3 -0
checkpoint-80/config.json
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{
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"_name_or_path": "dpaul93/cifake_vit_generated-v1",
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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": "FAKE",
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"1": "REAL"
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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": 0,
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"REAL": 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": "4.41.2"
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}
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checkpoint-80/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:753af20cbe6ee0ae2ea4f46401a0a5a86a7fddc52ecf0e353ad95dd6b59ce859
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size 343223968
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checkpoint-80/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:bf17935ff8fd1ab3cf1fb9ba4bc6b497c4acad6e797a0b4455b5aee01145a639
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size 686568890
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checkpoint-80/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-80/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:92186fbb39ab554f207bbb5428e4f79f011654874102e7ba46fb4bbbf2100f40
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size 14244
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checkpoint-80/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:3e193606bb1f6ca8b7026d28e660bef8772e4beecd5070ebbae7d71c163192ce
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size 1064
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checkpoint-80/trainer_state.json
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{
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"best_metric": 0.24277685582637787,
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"best_model_checkpoint": "ai_vs_real_image_detection/checkpoint-80",
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"epoch": 5.0,
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"eval_steps": 500,
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"global_step": 80,
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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": 0.3362222222222222,
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"eval_loss": 2.774763822555542,
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"eval_runtime": 31.4766,
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"eval_samples_per_second": 285.926,
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"eval_steps_per_second": 8.959,
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"step": 16
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.47444444444444445,
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"eval_loss": 1.3266065120697021,
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"eval_runtime": 31.4974,
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"eval_samples_per_second": 285.738,
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"eval_steps_per_second": 8.953,
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"step": 32
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},
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{
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"epoch": 3.0,
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"eval_accuracy": 0.8141111111111111,
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"eval_loss": 0.4232156574726105,
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| 33 |
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"eval_runtime": 31.1328,
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| 34 |
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"eval_samples_per_second": 289.084,
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| 35 |
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"eval_steps_per_second": 9.058,
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"step": 48
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},
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{
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"epoch": 4.0,
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| 40 |
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"eval_accuracy": 0.8952222222222223,
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| 41 |
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"eval_loss": 0.2627915143966675,
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| 42 |
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"eval_runtime": 31.2347,
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| 43 |
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"eval_samples_per_second": 288.141,
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| 44 |
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"eval_steps_per_second": 9.028,
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"step": 64
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},
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{
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"epoch": 5.0,
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| 49 |
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"eval_accuracy": 0.9037777777777778,
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| 50 |
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"eval_loss": 0.24277685582637787,
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| 51 |
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"eval_runtime": 31.2808,
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| 52 |
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"eval_samples_per_second": 287.717,
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| 53 |
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"eval_steps_per_second": 9.015,
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| 54 |
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"step": 80
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}
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| 56 |
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],
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"logging_steps": 500,
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| 58 |
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"max_steps": 80,
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| 59 |
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"num_input_tokens_seen": 0,
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| 60 |
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"num_train_epochs": 5,
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| 61 |
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"save_steps": 500,
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| 62 |
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"stateful_callbacks": {
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| 63 |
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"TrainerControl": {
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| 64 |
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"args": {
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| 65 |
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"should_epoch_stop": false,
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| 66 |
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"should_evaluate": false,
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| 67 |
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"should_log": false,
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| 68 |
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"should_save": true,
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| 69 |
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"should_training_stop": true
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},
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| 71 |
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"attributes": {}
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| 72 |
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}
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},
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| 74 |
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"total_flos": 3.8745994807296e+17,
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| 75 |
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"train_batch_size": 64,
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| 76 |
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"trial_name": null,
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| 77 |
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"trial_params": null
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}
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checkpoint-80/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:a1b06ebee886160f65b8f81e9e5bf1fbc75cb8b141e84eb69e3c0692d5802552
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size 5048
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config.json
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{
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"_name_or_path": "dpaul93/cifake_vit_generated-v1",
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| 3 |
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"architectures": [
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| 4 |
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"ViTForImageClassification"
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| 5 |
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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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| 8 |
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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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| 11 |
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"id2label": {
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| 12 |
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"0": "FAKE",
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| 13 |
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"1": "REAL"
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| 14 |
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},
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| 15 |
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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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| 18 |
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"label2id": {
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| 19 |
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"FAKE": 0,
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| 20 |
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"REAL": 1
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| 21 |
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},
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| 22 |
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"layer_norm_eps": 1e-12,
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| 23 |
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"model_type": "vit",
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| 24 |
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"num_attention_heads": 12,
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| 25 |
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"num_channels": 3,
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| 26 |
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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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| 31 |
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"transformers_version": "4.41.2"
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| 32 |
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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 sha256:753af20cbe6ee0ae2ea4f46401a0a5a86a7fddc52ecf0e353ad95dd6b59ce859
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| 3 |
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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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| 4 |
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"do_resize",
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| 5 |
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"size",
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| 6 |
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"resample",
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| 7 |
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"do_rescale",
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| 8 |
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"rescale_factor",
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| 9 |
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"do_normalize",
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| 10 |
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"image_mean",
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"image_std",
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| 12 |
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"return_tensors",
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| 13 |
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"data_format",
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| 14 |
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"input_data_format"
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| 15 |
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],
|
| 16 |
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"do_normalize": true,
|
| 17 |
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"do_rescale": true,
|
| 18 |
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"do_resize": true,
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| 19 |
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"image_mean": [
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0.5,
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| 21 |
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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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| 25 |
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"image_std": [
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0.5,
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| 27 |
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0.5,
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0.5
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],
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| 30 |
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"resample": 2,
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| 31 |
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"rescale_factor": 0.00392156862745098,
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| 32 |
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"size": {
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| 33 |
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"height": 224,
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| 34 |
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"width": 224
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}
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| 36 |
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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:a1b06ebee886160f65b8f81e9e5bf1fbc75cb8b141e84eb69e3c0692d5802552
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size 5048
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