diff --git a/src/eynollah/ocrd-tool-binarization.json b/src/eynollah/ocrd-tool-binarization.json
deleted file mode 100644
index 1711e89..0000000
--- a/src/eynollah/ocrd-tool-binarization.json
+++ /dev/null
@@ -1,47 +0,0 @@
-{
-  "version": "0.1.0",
-  "git_url": "https://github.com/qurator-spk/sbb_binarization",
-  "tools": {
-    "ocrd-sbb-binarize": {
-      "executable": "ocrd-sbb-binarize",
-      "description": "Pixelwise binarization with selectional auto-encoders in Keras",
-      "categories": ["Image preprocessing"],
-      "steps": ["preprocessing/optimization/binarization"],
-      "input_file_grp": [],
-      "output_file_grp": [],
-      "parameters": {
-        "operation_level": {
-          "type": "string",
-          "enum": ["page", "region"],
-          "default": "page",
-          "description": "PAGE XML hierarchy level to operate on"
-        },
-        "model": {
-          "description": "Directory containing HDF5 or SavedModel/ProtoBuf models. Can be an absolute path or a path relative to the OCR-D resource location, the current working directory or the $SBB_BINARIZE_DATA environment variable (if set)",
-          "type": "string",
-          "format": "uri",
-          "content-type": "text/directory",
-          "required": true
-        }
-      },
-      "resources": [
-        {
-          "url": "https://github.com/qurator-spk/sbb_binarization/releases/download/v0.0.11/saved_model_2020_01_16.zip",
-          "name": "default",
-          "type": "archive",
-          "path_in_archive": "saved_model_2020_01_16",
-          "size": 563147331,
-          "description": "default models provided by github.com/qurator-spk (SavedModel format)"
-        },
-        {
-          "url": "https://github.com/qurator-spk/sbb_binarization/releases/download/v0.0.11/saved_model_2021_03_09.zip",
-          "name": "default-2021-03-09",
-          "type": "archive",
-          "path_in_archive": ".",
-          "size": 133230419,
-          "description": "updated default models provided by github.com/qurator-spk (SavedModel format)"
-        }
-      ]
-    }
-  }
-}
diff --git a/src/eynollah/ocrd-tool.json b/src/eynollah/ocrd-tool.json
index e35f874..e7f1585 100644
--- a/src/eynollah/ocrd-tool.json
+++ b/src/eynollah/ocrd-tool.json
@@ -13,10 +13,10 @@
       "parameters": {
         "models": {
           "type": "string",
-          "format": "file",
+          "format": "uri",
           "content-type": "text/directory",
           "cacheable": true,
-          "description": "Path to directory containing models to be used (See https://qurator-data.de/eynollah)",
+          "description": "Directory containing models to be used (See https://qurator-data.de/eynollah)",
           "required": true
         },
         "dpi": {
diff --git a/src/eynollah/processor.py b/src/eynollah/processor.py
index 812ba25..b5b9cb2 100644
--- a/src/eynollah/processor.py
+++ b/src/eynollah/processor.py
@@ -9,11 +9,16 @@ class EynollahProcessor(Processor):
     # already employs GPU (without singleton process atm)
     max_workers = 1
 
+    @property
+    def executable(self):
+        return 'ocrd-eynollah-segment'
+
     def setup(self) -> None:
         # for caching models
         self.models = None
-        if self.parameter['textline_light'] and not self.parameter['light_mode']:
-            raise ValueError("Error: You set parameter 'textline_light' to enable light textline detection but parameter 'light_mode' is not enabled")
+        if self.parameter['textline_light'] and not self.parameter['light_version']:
+            raise ValueError("Error: You set parameter 'textline_light' to enable light textline detection, "
+                             "but parameter 'light_version' is not enabled")
 
     def process_page_pcgts(self, *input_pcgts: Optional[OcrdPage], page_id: Optional[str] = None) -> OcrdPageResult:
         """