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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 +22 -0
- checkpoint-1688/rng_state.pth +3 -0
- checkpoint-1688/scheduler.pt +3 -0
- checkpoint-1688/trainer_state.json +48 -0
- checkpoint-1688/training_args.bin +3 -0
- model.safetensors +1 -1
- training_args.bin +1 -1
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": "4.37.2"
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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:c411b38f7de85893c76751e7f3906aa2a3655aa996289733dde9b903f261b3e0
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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 sha256:085fb2cd97a795776950dfd6998d69db8bb59d01dfa5d3a6dd50003f8a0465b7
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size 686568453
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checkpoint-1688/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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checkpoint-1688/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:cf795204b32f4c6056562ccf6f342d238d0f90128dbbd10c0a10fa195d0ca596
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size 14575
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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 sha256:9c0f7e2a4c019b060ffa2f24bb208a708f92f1b2edbefba36ad4b688c7af9995
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size 627
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checkpoint-1688/trainer_state.json
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{
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"best_metric": 0.044441111385822296,
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"best_model_checkpoint": "ai_vs_real_image_detection/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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"learning_rate": 2.175824175824176e-06,
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"loss": 0.0503,
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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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"learning_rate": 1.26007326007326e-06,
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"loss": 0.0503,
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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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"learning_rate": 3.443223443223443e-07,
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"loss": 0.0462,
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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": 0.9835,
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"eval_loss": 0.044441111385822296,
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"eval_runtime": 108.1415,
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"eval_samples_per_second": 110.966,
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"eval_steps_per_second": 3.468,
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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:c327c74fe7f2a93efb958503eeb657d503490adcec573d9e4f68c637e270d911
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size 4219
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model.safetensors
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size 343223968
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training_args.bin
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size 4219
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