Upload 8 files

config.json

@@ -0,0 +1,32 @@
+{
+  "_name_or_path": "dima806/ai_vs_real_image_detection",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "REAL",
+    "1": "FAKE"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "FAKE": 1,
+    "REAL": 0
+  },
+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.39.3"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:59fd2a4662e0a3629876856b3603893f27f01722bb994adc564eb6a7ec65a797
+size 134

optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1100a689e2d047531cfe977771f6493ed446919f5fe04b8edae49367082dc7b
+size 134

preprocessor_config.json

@@ -0,0 +1,36 @@
+{
+  "_valid_processor_keys": [
+    "images",
+    "do_resize",
+    "size",
+    "resample",
+    "do_rescale",
+    "rescale_factor",
+    "do_normalize",
+    "image_mean",
+    "image_std",
+    "return_tensors",
+    "data_format",
+    "input_data_format"
+  ],
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "ViTImageProcessor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8553ff4991990a0370576e141aa7b4e84f5b524b20ff9da416c574cfe5a945fa
+size 130

scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:1e601abcbd9bd72057a2292c59b0c7af771a27d6d20d1598aab8d0976340b4db
+size 128

trainer_state.json

@@ -0,0 +1,67 @@
+{
+  "best_metric": 0.04815581813454628,
+  "best_model_checkpoint": "ai_vs_real_image_detection/checkpoint-2250",
+  "epoch": 2.0,
+  "eval_steps": 500,
+  "global_step": 2250,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.44,
+      "grad_norm": 0.6807317733764648,
+      "learning_rate": 7.954545454545454e-07,
+      "loss": 0.0381,
+      "step": 500
+    },
+    {
+      "epoch": 0.89,
+      "grad_norm": 3.3560590744018555,
+      "learning_rate": 5.681818181818182e-07,
+      "loss": 0.036,
+      "step": 1000
+    },
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.9824166666666667,
+      "eval_loss": 0.04870710149407387,
+      "eval_runtime": 689.2367,
+      "eval_samples_per_second": 69.642,
+      "eval_steps_per_second": 2.176,
+      "step": 1125
+    },
+    {
+      "epoch": 1.33,
+      "grad_norm": 2.8861987590789795,
+      "learning_rate": 3.4090909090909085e-07,
+      "loss": 0.0352,
+      "step": 1500
+    },
+    {
+      "epoch": 1.78,
+      "grad_norm": 0.27879592776298523,
+      "learning_rate": 1.1363636363636363e-07,
+      "loss": 0.0334,
+      "step": 2000
+    },
+    {
+      "epoch": 2.0,
+      "eval_accuracy": 0.9825,
+      "eval_loss": 0.04815581813454628,
+      "eval_runtime": 658.5494,
+      "eval_samples_per_second": 72.887,
+      "eval_steps_per_second": 2.278,
+      "step": 2250
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 2250,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 2,
+  "save_steps": 500,
+  "total_flos": 1.1158846504501248e+19,
+  "train_batch_size": 64,
+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:5d1e4c8e7e6963d2ad9a72779c8523abe4f71851063e5113d395e66ca94c9cca
+size 129