diff --git a/docling/datamodel/pipeline_options.py b/docling/datamodel/pipeline_options.py
index 21d92b6d..d6394e33 100644
--- a/docling/datamodel/pipeline_options.py
+++ b/docling/datamodel/pipeline_options.py
@@ -218,7 +218,7 @@ class PictureDescriptionVlmOptions(PictureDescriptionBaseOptions):
 smolvlm_picture_description = PictureDescriptionVlmOptions(
     repo_id="HuggingFaceTB/SmolVLM-256M-Instruct"
 )
-# phi_pic_desc = PictureDescriptionVlmOptions(repo_id="microsoft/Phi-3-vision-128k-instruct")
+# phi_picture_description = PictureDescriptionVlmOptions(repo_id="microsoft/Phi-3-vision-128k-instruct")
 granite_picture_description = PictureDescriptionVlmOptions(
     repo_id="ibm-granite/granite-vision-3.1-2b-preview",
     prompt="What is shown in this image?",
diff --git a/docling/models/pic_description_api_model.py b/docling/models/picture_description_api_model.py
similarity index 97%
rename from docling/models/pic_description_api_model.py
rename to docling/models/picture_description_api_model.py
index 8b5cc7b5..6c7e02fc 100644
--- a/docling/models/pic_description_api_model.py
+++ b/docling/models/picture_description_api_model.py
@@ -12,7 +12,7 @@ from PIL import Image
 from pydantic import BaseModel, ConfigDict
 
 from docling.datamodel.pipeline_options import PictureDescriptionApiOptions
-from docling.models.pic_description_base_model import PictureDescriptionBaseModel
+from docling.models.picture_description_base_model import PictureDescriptionBaseModel
 
 _log = logging.getLogger(__name__)
 
diff --git a/docling/models/pic_description_base_model.py b/docling/models/picture_description_base_model.py
similarity index 100%
rename from docling/models/pic_description_base_model.py
rename to docling/models/picture_description_base_model.py
diff --git a/docling/models/pic_description_vlm_model.py b/docling/models/picture_description_vlm_model.py
similarity index 95%
rename from docling/models/pic_description_vlm_model.py
rename to docling/models/picture_description_vlm_model.py
index 0e9d2abc..b4c8cf21 100644
--- a/docling/models/pic_description_vlm_model.py
+++ b/docling/models/picture_description_vlm_model.py
@@ -1,6 +1,5 @@
-import json
 from pathlib import Path
-from typing import Iterable, List, Optional, Union
+from typing import Iterable, Optional, Union
 
 from PIL import Image
 
@@ -8,7 +7,7 @@ from docling.datamodel.pipeline_options import (
     AcceleratorOptions,
     PictureDescriptionVlmOptions,
 )
-from docling.models.pic_description_base_model import PictureDescriptionBaseModel
+from docling.models.picture_description_base_model import PictureDescriptionBaseModel
 from docling.utils.accelerator_utils import decide_device
 
 
diff --git a/docling/pipeline/standard_pdf_pipeline.py b/docling/pipeline/standard_pdf_pipeline.py
index 2902a4b6..3a329525 100644
--- a/docling/pipeline/standard_pdf_pipeline.py
+++ b/docling/pipeline/standard_pdf_pipeline.py
@@ -36,9 +36,9 @@ from docling.models.page_preprocessing_model import (
     PagePreprocessingModel,
     PagePreprocessingOptions,
 )
-from docling.models.pic_description_api_model import PictureDescriptionApiModel
-from docling.models.pic_description_base_model import PictureDescriptionBaseModel
-from docling.models.pic_description_vlm_model import PictureDescriptionVlmModel
+from docling.models.picture_description_api_model import PictureDescriptionApiModel
+from docling.models.picture_description_base_model import PictureDescriptionBaseModel
+from docling.models.picture_description_vlm_model import PictureDescriptionVlmModel
 from docling.models.rapid_ocr_model import RapidOcrModel
 from docling.models.table_structure_model import TableStructureModel
 from docling.models.tesseract_ocr_cli_model import TesseractOcrCliModel
@@ -101,7 +101,7 @@ class StandardPdfPipeline(PaginatedPipeline):
         ]
 
         # Picture description model
-        if (pic_desc_model := self.get_pic_description_model()) is None:
+        if (picture_description_model := self.get_picture_description_model()) is None:
             raise RuntimeError(
                 f"The specified picture description kind is not supported: {pipeline_options.picture_description_options.kind}."
             )
@@ -126,7 +126,7 @@ class StandardPdfPipeline(PaginatedPipeline):
                 accelerator_options=pipeline_options.accelerator_options,
             ),
             # Document Picture description
-            pic_desc_model,
+            picture_description_model,
         ]
 
         if (
@@ -188,7 +188,7 @@ class StandardPdfPipeline(PaginatedPipeline):
             )
         return None
 
-    def get_pic_description_model(
+    def get_picture_description_model(
         self, artifacts_path: Optional[Path] = None
     ) -> Optional[PictureDescriptionBaseModel]:
         if isinstance(
diff --git a/docs/examples/pictures_description.py b/docs/examples/pictures_description.py
index b276b4d2..e1694a11 100644
--- a/docs/examples/pictures_description.py
+++ b/docs/examples/pictures_description.py
@@ -20,7 +20,7 @@ def main():
     pipeline_options = PdfPipelineOptions()
     pipeline_options.do_picture_description = True
     pipeline_options.picture_description_options = smolvlm_picture_description
-    # pipeline_options.picture_description_options = granite_pic_desc
+    # pipeline_options.picture_description_options = granite_picture_description
 
     pipeline_options.picture_description_options.prompt = (
         "Describe the image in three sentences. Be consise and accurate."