From af39834acdc007201460cb38a96988e64f7f635e Mon Sep 17 00:00:00 2001
From: YYJ-aaaa <1058387004@qq.com>
Date: Wed, 6 Nov 2024 14:43:19 +0800
Subject: [PATCH] first commit

---
 config.json              | 64 ++++++++++++++++++++++++++++++++++++++++
 model.safetensors        |  3 ++
 preprocessor_config.json | 22 ++++++++++++++
 training_args.bin        |  3 ++
 training_params.json     | 29 ++++++++++++++++++
 5 files changed, 121 insertions(+)
 create mode 100644 config.json
 create mode 100644 model.safetensors
 create mode 100644 preprocessor_config.json
 create mode 100644 training_args.bin
 create mode 100644 training_params.json

diff --git a/config.json b/config.json
new file mode 100644
index 0000000..321d154
--- /dev/null
+++ b/config.json
@@ -0,0 +1,64 @@
+{
+  "_name_or_path": "umm-maybe/AI-image-detector",
+  "_num_labels": 2,
+  "architectures": [
+    "SwinForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "depths": [
+    2,
+    2,
+    18,
+    2
+  ],
+  "drop_path_rate": 0.1,
+  "embed_dim": 128,
+  "encoder_stride": 32,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 1024,
+  "id2label": {
+    "0": "artificial",
+    "1": "human"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "label2id": {
+    "artificial": 0,
+    "human": 1
+  },
+  "layer_norm_eps": 1e-05,
+  "max_length": 128,
+  "mlp_ratio": 4.0,
+  "model_type": "swin",
+  "num_channels": 3,
+  "num_heads": [
+    4,
+    8,
+    16,
+    32
+  ],
+  "num_layers": 4,
+  "out_features": [
+    "stage4"
+  ],
+  "out_indices": [
+    4
+  ],
+  "padding": "max_length",
+  "patch_size": 4,
+  "path_norm": true,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "stage_names": [
+    "stem",
+    "stage1",
+    "stage2",
+    "stage3",
+    "stage4"
+  ],
+  "torch_dtype": "float32",
+  "transformers_version": "4.36.1",
+  "use_absolute_embeddings": false,
+  "window_size": 7
+}
diff --git a/model.safetensors b/model.safetensors
new file mode 100644
index 0000000..a0f8b8d
--- /dev/null
+++ b/model.safetensors
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f8809f67fbbf4b455b13aaebf2bfc90192e7c6c881fd8efce0eb51fba9a06e5c
+size 347498816
diff --git a/preprocessor_config.json b/preprocessor_config.json
new file mode 100644
index 0000000..c51f995
--- /dev/null
+++ b/preprocessor_config.json
@@ -0,0 +1,22 @@
+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.485,
+    0.456,
+    0.406
+  ],
+  "image_processor_type": "ViTImageProcessor",
+  "image_std": [
+    0.229,
+    0.224,
+    0.225
+  ],
+  "resample": 3,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}
diff --git a/training_args.bin b/training_args.bin
new file mode 100644
index 0000000..0e6d5f6
--- /dev/null
+++ b/training_args.bin
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:2c3b96869fa178d23b082e5a6d9bf48ec5865f979c6391b5ae6571ff0f37b681
+size 4728
diff --git a/training_params.json b/training_params.json
new file mode 100644
index 0000000..0131e1e
--- /dev/null
+++ b/training_params.json
@@ -0,0 +1,29 @@
+{
+    "data_path": "Colby/autotrain-data-sdxl-detection",
+    "model": "umm-maybe/AI-image-detector",
+    "username": "Colby",
+    "lr": 5e-05,
+    "epochs": 3,
+    "batch_size": 8,
+    "warmup_ratio": 0.1,
+    "gradient_accumulation": 1,
+    "optimizer": "adamw_torch",
+    "scheduler": "linear",
+    "weight_decay": 0.0,
+    "max_grad_norm": 1.0,
+    "seed": 42,
+    "train_split": "train",
+    "valid_split": "validation",
+    "logging_steps": -1,
+    "project_name": "/tmp/model",
+    "auto_find_batch_size": false,
+    "mixed_precision": "fp16",
+    "save_total_limit": 1,
+    "save_strategy": "epoch",
+    "push_to_hub": true,
+    "repo_id": "Colby/sdxl-detection",
+    "evaluation_strategy": "epoch",
+    "image_column": "autotrain_image",
+    "target_column": "autotrain_label",
+    "log": "none"
+}
\ No newline at end of file