Update app.py

app.py

@@ -43,9 +43,9 @@ HTML="""
 </html>
 """
 
-DESCRIPTION="""Welcome to our video retrieval demo powered by [Diangle/clip4clip-webvid](https://huggingface.co/Diangle/clip4clip-webvid)! <br>
-               Using a simple sentence you will find the top 5 most relevant videos among a dataset of 1.5 million videos. <br>
-               Discover, explore, and enjoy the world of videos at your fingertips.
+DESCRIPTION="""Welcome to our video retrieval demo powered by [Searchium-ai/clip4clip-webvid150k](https://huggingface.co/Searchium-ai/clip4clip-webvid150k)! <br>
+               Using free text search - you will find the top 5 most relevant videos among a dataset of 1.5 million videos. <br>
+               Discover, explore, and enjoy the world of video search at your fingertips.
                """
 ENDING = """For search acceleration capabilities, please refer to [Searchium.ai](https://www.searchium.ai)
             """
@@ -113,8 +113,8 @@ class NearestNeighbors:
         return sim, idx
     
                     
-model = CLIPTextModelWithProjection.from_pretrained("Diangle/clip4clip-webvid")
-tokenizer = CLIPTokenizer.from_pretrained("Diangle/clip4clip-webvid")
+model = CLIPTextModelWithProjection.from_pretrained("Searchium-ai/clip4clip-webvid150k")
+tokenizer = CLIPTokenizer.from_pretrained("Searchium-ai/clip4clip-webvid150k")
     
 def search(search_sentence):
     inputs = tokenizer(text=search_sentence , return_tensors="pt")