Upload folder using huggingface_hub

checkpoint-160/config.json

@@ -0,0 +1,32 @@
+{
+  "_name_or_path": "dpaul93/cifake_vit_generated-d1-v1",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "FAKE",
+    "1": "REAL"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "FAKE": 0,
+    "REAL": 1
+  },
+  "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": "4.46.1"
+}

checkpoint-160/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcdda980a494c5a6728e183ef804a8e896ddf459ab7b4fde8ceb6674f2bc557b
+size 343223968

checkpoint-160/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:39d8fc0816885d29ccbe915530cf49b597c81c3a4002bcabe505474481914c21
+size 686568890

checkpoint-160/preprocessor_config.json

@@ -0,0 +1,22 @@
+{
+  "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
+  }
+}

checkpoint-160/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a1544d31644d89d743653189082be555555f0ecc8702008ef1f6b85122ed1217
+size 14244

checkpoint-160/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:05806cda9d302d71418674ceed0403c9c434840aa85440a19eee03178d2621d8
+size 1064

checkpoint-160/trainer_state.json

@@ -0,0 +1,78 @@
+{
+  "best_metric": 0.2258109450340271,
+  "best_model_checkpoint": "ai_vs_real_image_detection/checkpoint-160",
+  "epoch": 5.0,
+  "eval_steps": 500,
+  "global_step": 160,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.5648062015503876,
+      "eval_loss": 0.6818570494651794,
+      "eval_runtime": 580.4784,
+      "eval_samples_per_second": 88.892,
+      "eval_steps_per_second": 2.779,
+      "step": 32
+    },
+    {
+      "epoch": 2.0,
+      "eval_accuracy": 0.892093023255814,
+      "eval_loss": 0.27960383892059326,
+      "eval_runtime": 580.0378,
+      "eval_samples_per_second": 88.96,
+      "eval_steps_per_second": 2.781,
+      "step": 64
+    },
+    {
+      "epoch": 3.0,
+      "eval_accuracy": 0.9064728682170543,
+      "eval_loss": 0.24101845920085907,
+      "eval_runtime": 579.8272,
+      "eval_samples_per_second": 88.992,
+      "eval_steps_per_second": 2.782,
+      "step": 96
+    },
+    {
+      "epoch": 4.0,
+      "eval_accuracy": 0.9203875968992248,
+      "eval_loss": 0.23008257150650024,
+      "eval_runtime": 580.6202,
+      "eval_samples_per_second": 88.87,
+      "eval_steps_per_second": 2.778,
+      "step": 128
+    },
+    {
+      "epoch": 5.0,
+      "eval_accuracy": 0.923953488372093,
+      "eval_loss": 0.2258109450340271,
+      "eval_runtime": 580.8248,
+      "eval_samples_per_second": 88.839,
+      "eval_steps_per_second": 2.777,
+      "step": 160
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 160,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 5,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": true
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 8.393932315052605e+17,
+  "train_batch_size": 64,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-160/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b56e59973783c4f24590f8fd2817da4ef73bea924e9665f45f02e4da15e16ffe
+size 5176

config.json

@@ -0,0 +1,32 @@
+{
+  "_name_or_path": "dpaul93/cifake_vit_generated-d1-v1",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "FAKE",
+    "1": "REAL"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "FAKE": 0,
+    "REAL": 1
+  },
+  "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": "4.46.1"
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dcdda980a494c5a6728e183ef804a8e896ddf459ab7b4fde8ceb6674f2bc557b
+size 343223968

preprocessor_config.json

@@ -0,0 +1,22 @@
+{
+  "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
+  }
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b56e59973783c4f24590f8fd2817da4ef73bea924e9665f45f02e4da15e16ffe
+size 5176