LavishKK commited on
Commit
b9ae652
·
verified ·
1 Parent(s): f861858

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +45 -3
README.md CHANGED
@@ -1,3 +1,45 @@
1
- ---
2
- license: apache-2.0
3
- ---
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ language:
4
+ - en
5
+ base_model:
6
+ - microsoft/graphcodebert-base
7
+ pipeline_tag: text-classification
8
+ library_name: transformers
9
+ tags:
10
+ - code
11
+ - classification
12
+ - BERT
13
+ - transformers
14
+ - Python
15
+ - Java
16
+ - JavaScript
17
+ ---
18
+ # Model Card for Model ID
19
+
20
+ ## Model Details
21
+
22
+ - **Developed by:** Lavish Kamal Kumar
23
+ - **Language(s) (NLP):** Python, Java, JavaScript
24
+ - **License:** Apache 2.0
25
+ - **Finetuned from model:** microsoft/graphcodebert-base
26
+
27
+ ## Uses
28
+ This model is a code classifier designed to detect whether a given code snippet is **fast** or **slow** in terms of performance.
29
+
30
+ It is particularly useful for:
31
+
32
+ - Flagging potentially inefficient or unoptimized code
33
+ - Assisting automated code review tools
34
+
35
+ The model predicts one of two labels:
36
+
37
+ - `LABEL_0`: Fast code (no major performance concerns)
38
+ - `LABEL_1`: Slow code (potential performance issues detected)
39
+
40
+ It works best on short to medium-length code snippets in supported programming languages and is intended for use with the 🤗 Transformers library.
41
+
42
+ ## Supported Languages
43
+ - Python
44
+ - Java
45
+ - JavaScript