SkwarczynskiP commited on
Commit
94028a4
·
verified ·
1 Parent(s): 5f43351

Added in more finetuned models

Browse files
Files changed (1) hide show
  1. app.py +16 -7
app.py CHANGED
@@ -1,16 +1,25 @@
1
  import gradio as gr
2
  from transformers import pipeline, AutoTokenizer, AutoModelForSequenceClassification
3
 
4
-
5
- models = ["bert-base-uncased", "model2"]
6
- datasets = ["vedantgaur/GPTOutputs-MWP", "dataset2"]
 
 
 
7
 
8
  # Mapping of user-selected model and dataset to actual model name on Hugging Face
9
  model_mapping = {
10
- ("bert-base-uncased", "vedantgaur/GPTOutputs-MWP"): "SkwarczynskiP/bert-base-uncased-finetuned-vedantgaur",
11
- ("bert-base-uncased", "dataset2"): "finetuned_model1_on_dataset2",
12
- ("model2", "vedantgaur/GPTOutputs-MWP"): "finetuned_model2_on_dataset1",
13
- ("model2", "dataset2"): "finetuned_model2_on_dataset2",
 
 
 
 
 
 
14
  }
15
 
16
  def detect_ai_generated_text(model: str, dataset: str, text: str) -> str:
 
1
  import gradio as gr
2
  from transformers import pipeline, AutoTokenizer, AutoModelForSequenceClassification
3
 
4
+ models = ["bert-base-uncased", "roberta-base"]
5
+ datasets = ["None",
6
+ "vedantgaur/GPTOutputs-MWP - AI Data Only",
7
+ "vedantgaur/GPTOutputs-MWP - Human Data Only",
8
+ "vedantgaur/GPTOutputs-MWP - Both AI and Human Data",
9
+ "dmitva/human_ai_generated_text - Both AI and Human Data"]
10
 
11
  # Mapping of user-selected model and dataset to actual model name on Hugging Face
12
  model_mapping = {
13
+ ("bert-base-uncased", "None"): "bert-base-uncased",
14
+ ("bert-base-uncased", "vedantgaur/GPTOutputs-MWP - AI Data Only"): "SkwarczynskiP/bert-base-uncased-finetuned-vedantgaur-AI-generated",
15
+ ("bert-base-uncased", "vedantgaur/GPTOutputs-MWP - Human Data Only"): "SkwarczynskiP/bert-base-uncased-finetuned-vedantgaur-human-generated",
16
+ ("bert-base-uncased", "vedantgaur/GPTOutputs-MWP - Both AI and Human Data"): "SkwarczynskiP/bert-base-uncased-finetuned-vedantgaur-AI-and-human-generated",
17
+ ("bert-base-uncased", "dmitva/human_ai_generated_text"): "SkwarczynskiP/bert-base-uncased-finetuned-dmitva-AI-and-human-generated",
18
+ ("roberta-base", "None"): "roberta-base",
19
+ ("roberta-base", "vedantgaur/GPTOutputs-MWP - AI Data Only"): "SkwarczynskiP/roberta-base-finetuned-vedantgaur-AI-generated",
20
+ ("roberta-base", "vedantgaur/GPTOutputs-MWP - Human Data Only"): "SkwarczynskiP/roberta-base-finetuned-vedantgaur-human-generated",
21
+ ("roberta-base", "vedantgaur/GPTOutputs-MWP - Both AI and Human Data"): "SkwarczynskiP/roberta-base-finetuned-vedantgaur-AI-and-human-generated",
22
+ ("roberta-base", "dmitva/human_ai_generated_text"): "SkwarczynskiP/roberta-base-finetuned-dmitva-AI-and-human-generated"
23
  }
24
 
25
  def detect_ai_generated_text(model: str, dataset: str, text: str) -> str: