Beehzod commited on
Commit
7b13ddd
·
verified ·
1 Parent(s): d6ed851

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +36 -3
README.md CHANGED
@@ -1,3 +1,36 @@
1
- ---
2
- license: apache-2.0
3
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ language: en
3
+ tags:
4
+ - sentiment-analysis
5
+ - distilbert
6
+ - transformers
7
+ license: mit
8
+ license_file: LICENSE
9
+ datasets:
10
+ - imdb
11
+ metrics:
12
+ - accuracy
13
+ - f1
14
+ - precision
15
+ - recall
16
+ model_type: distilbert
17
+ ---
18
+
19
+ # Fine-tuned DistilBERT for Sentiment Analysis
20
+
21
+ **Model Description**: A fine-tuned DistilBERT model for sentiment analysis on the IMDB dataset, capable of classifying movie reviews as positive or negative.
22
+
23
+ ## Model Details
24
+ - **Model Type**: Transformer-based model (DistilBERT)
25
+ - **Number of Labels**: 2 (Positive and Negative)
26
+ - **Training Dataset**: IMDB Reviews
27
+
28
+ ## Training
29
+ - **Training Data Size**: 20,000 samples for training and 5,000 samples for evaluation.
30
+ - **Training Procedure**: The model was fine-tuned for 3 epochs with a batch size of 16.
31
+ - **Evaluation Metrics**: Accuracy, Precision, Recall, F1-score.
32
+
33
+ ## Usage
34
+ ### Installation
35
+ ```bash
36
+ pip install transformers