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@@ -1,188 +1,186 @@
----
-license: mit
-configs:
-- config_name: default
-  data_files:
-  - split: split_20250821_120925
-    path: data/split_20250821_120925-*
-  - split: split_20250821_122924
-    path: data/split_20250821_122924-*
-  - split: split_20250821_123925
-    path: data/split_20250821_123925-*
-  - split: split_20250821_124926
-    path: data/split_20250821_124926-*
-  - split: split_20250821_130425
-    path: data/split_20250821_130425-*
-  - split: split_20250821_131426
-    path: data/split_20250821_131426-*
-  - split: split_20250821_133425
-    path: data/split_20250821_133425-*
-  - split: split_20250821_134425
-    path: data/split_20250821_134425-*
-  - split: split_20250821_140445
-    path: data/split_20250821_140445-*
-  - split: split_20250821_141427
-    path: data/split_20250821_141427-*
-  - split: split_20250821_142925
-    path: data/split_20250821_142925-*
-  - split: split_20250821_143429
-    path: data/split_20250821_143429-*
-  - split: split_20250821_145425
-    path: data/split_20250821_145425-*
-  - split: split_20250821_150928
-    path: data/split_20250821_150928-*
-  - split: split_20250821_152925
-    path: data/split_20250821_152925-*
-  - split: split_20250821_155424
-    path: data/split_20250821_155424-*
-  - split: split_20250821_161924
-    path: data/split_20250821_161924-*
-  - split: split_20250821_163927
-    path: data/split_20250821_163927-*
-  - split: split_20250821_170937
-    path: data/split_20250821_170937-*
-  - split: split_20250821_173926
-    path: data/split_20250821_173926-*
-  - split: split_20250821_180425
-    path: data/split_20250821_180425-*
-  - split: split_20250821_182427
-    path: data/split_20250821_182427-*
-  - split: split_20250821_184448
-    path: data/split_20250821_184448-*
-  - split: split_20250821_185537
-    path: data/split_20250821_185537-*
-  - split: split_20250821_191036
-    path: data/split_20250821_191036-*
-  - split: split_20250821_192503
-    path: data/split_20250821_192503-*
-  - split: split_20250821_194436
-    path: data/split_20250821_194436-*
-  - split: split_20250821_195938
-    path: data/split_20250821_195938-*
-  - split: split_20250821_200935
-    path: data/split_20250821_200935-*
-  - split: split_20250821_201430
-    path: data/split_20250821_201430-*
-  - split: split_20250821_202931
-    path: data/split_20250821_202931-*
-  - split: split_20250821_203929
-    path: data/split_20250821_203929-*
-  - split: split_20250822_081634
-    path: data/split_20250822_081634-*
-dataset_info:
-  features:
-  - name: media_hash
-    dtype: string
-  - name: model_name
-    dtype: string
-  - name: label
-    dtype: string
-  - name: timestamp
-    dtype: int64
-  - name: file_age_hours
-    dtype: float32
-  - name: media_image
-    dtype: image
-  splits:
-  - name: split_20250821_120925
-    num_bytes: 416267.0
-    num_examples: 10
-  - name: split_20250821_122924
-    num_bytes: 332072.0
-    num_examples: 10
-  - name: split_20250821_123925
-    num_bytes: 340646.0
-    num_examples: 10
-  - name: split_20250821_124926
-    num_bytes: 549489.0
-    num_examples: 10
-  - name: split_20250821_130425
-    num_bytes: 680291.0
-    num_examples: 10
-  - name: split_20250821_131426
-    num_bytes: 433271.0
-    num_examples: 10
-  - name: split_20250821_133425
-    num_bytes: 537874.0
-    num_examples: 10
-  - name: split_20250821_134425
-    num_bytes: 356216.0
-    num_examples: 10
-  - name: split_20250821_140445
-    num_bytes: 344345.0
-    num_examples: 10
-  - name: split_20250821_141427
-    num_bytes: 358723.0
-    num_examples: 10
-  - name: split_20250821_142925
-    num_bytes: 483072.0
-    num_examples: 10
-  - name: split_20250821_143429
-    num_bytes: 390743.0
-    num_examples: 10
-  - name: split_20250821_145425
-    num_bytes: 688579.0
-    num_examples: 10
-  - name: split_20250821_150928
-    num_bytes: 363567.0
-    num_examples: 10
-  - name: split_20250821_152925
-    num_bytes: 387023.0
-    num_examples: 10
-  - name: split_20250821_155424
-    num_bytes: 220526.0
-    num_examples: 10
-  - name: split_20250821_161924
-    num_bytes: 398762.0
-    num_examples: 10
-  - name: split_20250821_163927
-    num_bytes: 419724.0
-    num_examples: 10
-  - name: split_20250821_170937
-    num_bytes: 216421.0
-    num_examples: 10
-  - name: split_20250821_173926
-    num_bytes: 307466.0
-    num_examples: 10
-  - name: split_20250821_180425
-    num_bytes: 319193.0
-    num_examples: 10
-  - name: split_20250821_182427
-    num_bytes: 286299.0
-    num_examples: 10
-  - name: split_20250821_184448
-    num_bytes: 342740.0
-    num_examples: 10
-  - name: split_20250821_185537
-    num_bytes: 496888.0
-    num_examples: 10
-  - name: split_20250821_191036
-    num_bytes: 571258.0
-    num_examples: 10
-  - name: split_20250821_192503
-    num_bytes: 361492.0
-    num_examples: 10
-  - name: split_20250821_194436
-    num_bytes: 1040050.0
-    num_examples: 10
-  - name: split_20250821_195938
-    num_bytes: 445742.0
-    num_examples: 10
-  - name: split_20250821_200935
-    num_bytes: 388894.0
-    num_examples: 10
-  - name: split_20250821_201430
-    num_bytes: 323743.0
-    num_examples: 10
-  - name: split_20250821_202931
-    num_bytes: 453418.0
-    num_examples: 10
-  - name: split_20250821_203929
-    num_bytes: 522770.0
-    num_examples: 10
-  - name: split_20250822_081634
-    num_bytes: 22724556.0
-    num_examples: 500
-  download_size: 36587696
-  dataset_size: 36502120.0
----
+---
+configs:
+- config_name: split_20250821_120925
+  data_files:
+  - path: data/split_20250821_120925.parquet
+    split: train
+- config_name: split_20250821_122924
+  data_files:
+  - path: data/split_20250821_122924.parquet
+    split: train
+- config_name: split_20250821_123925
+  data_files:
+  - path: data/split_20250821_123925.parquet
+    split: train
+- config_name: split_20250821_124926
+  data_files:
+  - path: data/split_20250821_124926.parquet
+    split: train
+- config_name: split_20250821_130425
+  data_files:
+  - path: data/split_20250821_130425.parquet
+    split: train
+- config_name: split_20250821_131426
+  data_files:
+  - path: data/split_20250821_131426.parquet
+    split: train
+- config_name: split_20250821_133425
+  data_files:
+  - path: data/split_20250821_133425.parquet
+    split: train
+- config_name: split_20250821_134425
+  data_files:
+  - path: data/split_20250821_134425.parquet
+    split: train
+- config_name: split_20250821_140445
+  data_files:
+  - path: data/split_20250821_140445.parquet
+    split: train
+- config_name: split_20250821_141427
+  data_files:
+  - path: data/split_20250821_141427.parquet
+    split: train
+- config_name: split_20250821_142925
+  data_files:
+  - path: data/split_20250821_142925.parquet
+    split: train
+- config_name: split_20250821_143429
+  data_files:
+  - path: data/split_20250821_143429.parquet
+    split: train
+- config_name: split_20250821_145425
+  data_files:
+  - path: data/split_20250821_145425.parquet
+    split: train
+- config_name: split_20250821_150928
+  data_files:
+  - path: data/split_20250821_150928.parquet
+    split: train
+- config_name: split_20250821_152925
+  data_files:
+  - path: data/split_20250821_152925.parquet
+    split: train
+- config_name: split_20250821_155424
+  data_files:
+  - path: data/split_20250821_155424.parquet
+    split: train
+- config_name: split_20250821_161924
+  data_files:
+  - path: data/split_20250821_161924.parquet
+    split: train
+- config_name: split_20250821_163927
+  data_files:
+  - path: data/split_20250821_163927.parquet
+    split: train
+- config_name: split_20250821_170937
+  data_files:
+  - path: data/split_20250821_170937.parquet
+    split: train
+- config_name: split_20250821_173926
+  data_files:
+  - path: data/split_20250821_173926.parquet
+    split: train
+- config_name: split_20250821_180425
+  data_files:
+  - path: data/split_20250821_180425.parquet
+    split: train
+- config_name: split_20250821_182427
+  data_files:
+  - path: data/split_20250821_182427.parquet
+    split: train
+- config_name: split_20250821_184448
+  data_files:
+  - path: data/split_20250821_184448.parquet
+    split: train
+- config_name: split_20250821_185537
+  data_files:
+  - path: data/split_20250821_185537.parquet
+    split: train
+- config_name: split_20250821_191036
+  data_files:
+  - path: data/split_20250821_191036.parquet
+    split: train
+- config_name: split_20250821_192503
+  data_files:
+  - path: data/split_20250821_192503.parquet
+    split: train
+- config_name: split_20250821_194436
+  data_files:
+  - path: data/split_20250821_194436.parquet
+    split: train
+- config_name: split_20250821_195938
+  data_files:
+  - path: data/split_20250821_195938.parquet
+    split: train
+- config_name: split_20250821_200935
+  data_files:
+  - path: data/split_20250821_200935.parquet
+    split: train
+- config_name: split_20250821_201430
+  data_files:
+  - path: data/split_20250821_201430.parquet
+    split: train
+- config_name: split_20250821_203929
+  data_files:
+  - path: data/split_20250821_203929.parquet
+    split: train
+- config_name: split_20250822_081634
+  data_files:
+  - path: data/split_20250822_081634.parquet
+    split: train
+---
+
+# Image Dataset (Migrated)
+
+This dataset contains AI-generated image samples, migrated from split-based to config-based structure.
+
+## Dataset Structure
+
+Each config represents a batch upload with:
+- Parquet files in `data/` containing image data and metadata
+
+## Loading the Dataset
+
+```python
+from datasets import load_dataset
+
+# List available configs
+configs = ['split_20250821_120925', 'split_20250821_122924', 'split_20250821_123925', 'split_20250821_124926', 'split_20250821_130425', 'split_20250821_131426', 'split_20250821_133425', 'split_20250821_134425', 'split_20250821_140445', 'split_20250821_141427']  # First 10 configs shown
+
+# Load specific config
+dataset = load_dataset('bitmind/bm-image-benchmarks', 'split_20250821_120925')
+
+# Access data
+for sample in dataset['train']:
+    print(f"Model: {sample['model_name']}")
+    print(f"Label: {sample['label']}")
+    # sample['media_image'] contains the PIL Image
+    image = sample['media_image']
+    image.show()  # Display the image
+```
+
+## Processing Images
+
+```python
+from datasets import load_dataset
+from PIL import Image
+
+# Load dataset (images and metadata)
+config = 'split_20250821_120925'  # Use your desired config
+dataset = load_dataset('bitmind/bm-image-benchmarks', config)
+
+# Process images with metadata
+for sample in dataset['train']:
+    image = sample['media_image']  # PIL Image object
+    print(f"Model: {sample['model_name']}")
+    print(f"Label: {sample['label']}")
+    print(f"Hash: {sample['media_hash']}")
+    
+    # Your image processing code here
+    # image.save(f"{sample['media_hash']}.png")
+```
+
+## Migration Info
+
+This dataset was migrated from 32 splits to 32 configs on 2025-08-22.
+Original splits: split_20250821_120925, split_20250821_122924, split_20250821_123925, split_20250821_124926, split_20250821_130425...