diff --git a/.gitattributes b/.gitattributes
new file mode 100644
index 0000000000000000000000000000000000000000..0bcf58db4a37ffbda5f56b77c5a3dcbe2cb2ffae
--- /dev/null
+++ b/.gitattributes
@@ -0,0 +1,67 @@
+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.lz4 filter=lfs diff=lfs merge=lfs -text
+*.mds filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tar filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text
+# Audio files - uncompressed
+*.pcm filter=lfs diff=lfs merge=lfs -text
+*.sam filter=lfs diff=lfs merge=lfs -text
+*.raw filter=lfs diff=lfs merge=lfs -text
+# Audio files - compressed
+*.aac filter=lfs diff=lfs merge=lfs -text
+*.flac filter=lfs diff=lfs merge=lfs -text
+*.mp3 filter=lfs diff=lfs merge=lfs -text
+*.ogg filter=lfs diff=lfs merge=lfs -text
+*.wav filter=lfs diff=lfs merge=lfs -text
+# Image files - uncompressed
+*.bmp filter=lfs diff=lfs merge=lfs -text
+*.gif filter=lfs diff=lfs merge=lfs -text
+*.png filter=lfs diff=lfs merge=lfs -text
+*.tiff filter=lfs diff=lfs merge=lfs -text
+# Image files - compressed
+*.jpg filter=lfs diff=lfs merge=lfs -text
+*.jpeg filter=lfs diff=lfs merge=lfs -text
+*.webp filter=lfs diff=lfs merge=lfs -text
+# Video files - compressed
+*.mp4 filter=lfs diff=lfs merge=lfs -text
+*.webm filter=lfs diff=lfs merge=lfs -text
+lithosim_path/opc_via_test.csv filter=lfs diff=lfs merge=lfs -text
+lithosim_path/opc_via_train_val.csv filter=lfs diff=lfs merge=lfs -text
+lithosim_path/metal_test.csv filter=lfs diff=lfs merge=lfs -text
+lithosim_path/metal_train_val.csv filter=lfs diff=lfs merge=lfs -text
+lithosim_path/opc_metal_test.csv filter=lfs diff=lfs merge=lfs -text
+lithosim_path/opc_metal_train_val.csv filter=lfs diff=lfs merge=lfs -text
+lithosim_path/via_test.csv filter=lfs diff=lfs merge=lfs -text
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diff --git a/README.md b/README.md
new file mode 100644
index 0000000000000000000000000000000000000000..cff5c84535b54c80cb8f5413dc12e9462cfeb2e4
--- /dev/null
+++ b/README.md
@@ -0,0 +1,52 @@
+---
+configs:
+- config_name: metal
+  data_files:
+  - split: train
+    path: lithosim_path/metal_train_val.csv
+  - split: test
+    path: lithosim_path/metal_test.csv
+- config_name: opc_metal
+  data_files:
+  - split: train
+    path: lithosim_path/opc_metal_train_val.csv
+  - split: test
+    path: lithosim_path/opc_metal_test.csv
+- config_name: via
+  data_files:
+  - split: train
+    path: lithosim_path/via_train_val.csv
+  - split: test
+    path: lithosim_path/via_test.csv
+- config_name: opc_via
+  data_files:
+  - split: train
+    path: lithosim_path/opc_via_train_val.csv
+  - split: test
+    path: lithosim_path/opc_via_test.csv
+- config_name: ood
+  data_files:
+  - split: test
+    path: lithosim_path/ood.csv
+license: afl-3.0
+language:
+- en
+tags:
+- code
+pretty_name: litho
+size_categories:
+- 1B<n<10B
+task_categories:
+- feature-extraction
+---
+
+The benchmark of "LithoSim: A Large, Holistic Lithography Simulation Benchmark for AI-Driven Semiconductor Manufacturing"
+
+The corresponding GitHub repo can be found at https://dw-hongquan.github.io/LithoSim/
+
+## Data Construction
+
+- 4 in-distributed dataset (OPC_Metal/Metal/OPC_Via/Via).
+- 1 out-of-distribution (OOD) dataset.
+- Each main dataset has a train_val and a test folder with compressed data file.
+- Each set of data contains a source_simple.src description of the source, a layout.png, a mask.png, and a number of RI under different process variations.
\ No newline at end of file
diff --git a/gen_litho_path.py b/gen_litho_path.py
new file mode 100644
index 0000000000000000000000000000000000000000..7d16d4728652930ba86d4517ad99ddf91a5e5d9b
--- /dev/null
+++ b/gen_litho_path.py
@@ -0,0 +1,35 @@
+'''
+Author: Hongquan
+Date: Apr. 02, 2025
+'''
+
+import os
+
+def gen_litho_path(
+        dataset_dir: str = './lithosim/opc_metal/train_val',
+        txt_path: str = './lithosim/opc_metal_train_val.txt'
+        ):
+    dose_list = [-0.12, -0.1, -0.08, -0.06, -0.04, -0.02, 0, 0.02, 0.04, 0.06, 0.08, 0.1, 0.12]
+    defocus_list = [-80, -40, 0, 40, 80]
+
+    with open(txt_path, 'w'):
+        print(f'Creat {txt_path}')
+
+    with open(txt_path, 'a') as file:
+        for sub_name in os.listdir(dataset_dir):
+            sub_dir = os.path.join(dataset_dir, sub_name)
+            source = os.path.join(sub_dir, 'source_simple.src')
+            mask = os.path.join(sub_dir, 'mask.png')
+            
+            if not (os.path.exists(source) and os.path.exists(mask)):
+                continue
+
+            for dose in dose_list:
+                for defocus in defocus_list:
+                    resist_name = f'RI_dose_{dose}_defocus_{defocus}.png'
+                    resist = os.path.join(sub_dir, resist_name)
+
+                    if os.path.exists(resist):
+                        new_line = f'{source} {mask} {dose} {defocus} {resist}\n'
+                        file.write(new_line)
+                        print(new_line, end='')
\ No newline at end of file
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