MayAmb commited on
Commit
24d54e5
·
verified ·
1 Parent(s): 52db996

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +28 -0
README.md ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ pipeline_tag: text-classification
3
+ library_name: transformers
4
+ tags:
5
+ - sentiment-analysis
6
+ - 3-class
7
+ - roberta
8
+ license: apache-2.0
9
+ ---
10
+
11
+ # DistilBERT / RoBERTa 3-Class Sentiment Model
12
+
13
+ This model predicts **three sentiment classes** from text:
14
+ - **0 → Neutral**
15
+ - **1 → Negative**
16
+ - **2 → Positive**
17
+
18
+ ## 🧠 Model Details
19
+ - Architecture: DistilBERT / RoBERTa (base)
20
+ - Fine-tuned on: university feedback / reviews
21
+ - Framework: 🤗 Transformers
22
+
23
+ ## 🧪 Example Usage
24
+ ```python
25
+ from transformers import pipeline
26
+ pipe = pipeline("text-classification", model="your-username/roberta-3class")
27
+ pipe("The lecture was very engaging and clear!")
28
+ # → [{'label': 'Positive', 'score': 0.97}]