Upload 8 files

checkpoint-2858/config.json

@@ -0,0 +1,32 @@
+{
+  "_name_or_path": "CodyNeo/fined_tuned_deepfake_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": "4.48.0"
+}

checkpoint-2858/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:cabb5e7f11e09633192848912d570476e4b23b690ab69f4d2a6934815da47f1d
+size 343223968

checkpoint-2858/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9d5f06f62b5a470472cf37fa35173a2d98feb304d959f53d6b13a019fd595f51
+size 686568453

checkpoint-2858/preprocessor_config.json

@@ -0,0 +1,23 @@
+{
+  "do_convert_rgb": null,
+  "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-2858/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:e04e3eeed861d8f9015a774e659afa6adcf421c233dfce6c95a12cccb1f2ed88
+size 14575

checkpoint-2858/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:56b3cc3faab82bfc6e024b190670a99700b60b46d6753c7284a8e4e0b3050307
+size 627

checkpoint-2858/trainer_state.json

@@ -0,0 +1,86 @@
+{
+  "best_metric": 0.11455067247152328,
+  "best_model_checkpoint": "deepfake_vs_real_image_detection/checkpoint-2858",
+  "epoch": 2.0,
+  "eval_steps": 500,
+  "global_step": 2858,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.34989503149055284,
+      "grad_norm": 7.89410400390625,
+      "learning_rate": 9.547875012559027e-07,
+      "loss": 0.5936,
+      "step": 500
+    },
+    {
+      "epoch": 0.6997900629811057,
+      "grad_norm": 4.5732245445251465,
+      "learning_rate": 9.04551391540239e-07,
+      "loss": 0.1297,
+      "step": 1000
+    },
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.9451032491922124,
+      "eval_loss": 0.18114979565143585,
+      "eval_runtime": 594.0615,
+      "eval_samples_per_second": 102.631,
+      "eval_steps_per_second": 6.415,
+      "step": 1429
+    },
+    {
+      "epoch": 1.0496850944716585,
+      "grad_norm": 3.8437559604644775,
+      "learning_rate": 8.543152818245754e-07,
+      "loss": 0.1097,
+      "step": 1500
+    },
+    {
+      "epoch": 1.3995801259622114,
+      "grad_norm": 4.3537492752075195,
+      "learning_rate": 8.040791721089118e-07,
+      "loss": 0.0952,
+      "step": 2000
+    },
+    {
+      "epoch": 1.749475157452764,
+      "grad_norm": 3.225085496902466,
+      "learning_rate": 7.538430623932482e-07,
+      "loss": 0.0889,
+      "step": 2500
+    },
+    {
+      "epoch": 2.0,
+      "eval_accuracy": 0.9680001312142236,
+      "eval_loss": 0.11455067247152328,
+      "eval_runtime": 594.856,
+      "eval_samples_per_second": 102.494,
+      "eval_steps_per_second": 6.407,
+      "step": 2858
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 10003,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 7,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": false
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 1.4173749852446564e+19,
+  "train_batch_size": 64,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-2858/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:afceab4b0ba9e5600849d885a71a0153eb5a2992b6504d37ff03b0549e20e7b2
+size 4859