diff --git a/README.md b/README.md
index d8900ad..3929062 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,24 @@
 ```bash
 python -m venv paddle
 source paddle/bin/activate
-pip install -r deploy/requirements
+pip install -r requirements.txt
 mkdir pretrained_models/
 cd pretrained_models/
 wget https://paddle-model-ecology.bj.bcebos.com/paddlex/official_pretrained_model/PP-OCRv5_server_rec_pretrained.pdparams
 cd ..
+mkdir train_data/
+cd train_data/
+```
+
+Далее положите датасет custom-ocr-dataset.zip в папку train_data и далее выполните:
+
+```bash
+unzip custom-ocr-dataset.zip
+rm custom-ocr-dataset.zip
+cd ..
+```
+
+Запустите процесс валидации:
+```bash
+python tools/eval.py -c configs/rec_custom.yml
 ```
diff --git a/configs/rec_custom.yml b/configs/rec_custom.yml
index dd7c01d..ce79488 100644
--- a/configs/rec_custom.yml
+++ b/configs/rec_custom.yml
@@ -1,8 +1,8 @@
 Global:
-  use_gpu: true
-  character_dict_path: /kaggle/input/custom-ocr-dataset/dict.txt
+  use_gpu: false
+  character_dict_path: train_data/dict.txt
   save_model_dir: ./output/
-  pretrained_model: /kaggle/working/PaddleOCR/pretrained_models/PP-OCRv5_server_rec_pretrained.pdparams
+  pretrained_model: pretrained_models/PP-OCRv5_server_rec_pretrained.pdparams
 
 Architecture:
   model_type: rec
@@ -38,9 +38,9 @@ Metric:
 Train:
   dataset:
     name: SimpleDataSet
-    data_dir: /kaggle/input/custom-ocr-dataset
+    data_dir: train_data/
     label_file_list: 
-      - /kaggle/input/custom-ocr-dataset/train.txt
+      - train_data/train.txt
   loader:
     batch_size_per_card: 16  # Уменьшите для экономии памяти
     num_workers: 2
@@ -48,9 +48,9 @@ Train:
 Eval:
   dataset:
     name: SimpleDataSet
-    data_dir: /kaggle/input/custom-ocr-dataset
+    data_dir: train_data/
     label_file_list:
-      - /kaggle/input/custom-ocr-dataset/val.txt
+      - train_data/val.txt
     transforms:
     - DecodeImage:
         img_mode: BGR
diff --git a/deploy/requirements.txt b/deploy/requirements.txt
deleted file mode 100644
index 9e11f32..0000000
--- a/deploy/requirements.txt
+++ /dev/null
@@ -1,6 +0,0 @@
-# paddlepaddle-gpu
-paddlepaddle
-paddleocr
-imgaug
-lmdb
-rapidfuzz
diff --git a/requirements.txt b/requirements.txt
index 7fc903c..e509c83 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -15,3 +15,10 @@ albumentations
 # to be compatible with albumentations
 albucore
 packaging
+# paddlepaddle-gpu
+paddlepaddle
+paddleocr
+imgaug
+lmdb
+rapidfuzz
+setuptools