Update README.md
Browse files
README.md
CHANGED
@@ -1,3 +1,42 @@
|
|
1 |
---
|
2 |
license: apache-2.0
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
3 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
---
|
2 |
license: apache-2.0
|
3 |
+
task_categories:
|
4 |
+
- text-generation
|
5 |
+
language:
|
6 |
+
- en
|
7 |
+
tags:
|
8 |
+
- code
|
9 |
+
size_categories:
|
10 |
+
- n<1K
|
11 |
---
|
12 |
+
|
13 |
+
Purr-Data Patch Source Code Dataset:
|
14 |
+
- This dataset is designed for training language models to generate source code for Purr-Data patches. It focuses specifically on patches that output a particular message when a "bang" object is clicked.
|
15 |
+
|
16 |
+
Dataset Creation:
|
17 |
+
- The dataset was created with the goal of evaluating the ability of large language models like Google's 2B GEMMA to be fine-tuned for Purr-Data source code generation.
|
18 |
+
|
19 |
+
Dataset Characteristics:
|
20 |
+
- Content: Each data point consists of two parts:
|
21 |
+
|
22 |
+
- Instruction: A textual description of the desired Purr-Data patch functionality. This description focuses on the message the patch should output.
|
23 |
+
example instruction => "can you make a Purr-Data patch that displays a funny message?
|
24 |
+
- Response: The corresponding Purr-Data source code that fulfills the given instruction:
|
25 |
+
example response =>
|
26 |
+
|
27 |
+
#N canvas 761 0 768 809 10;
|
28 |
+
#X obj 260 170 bng 15 250 50 0 empty empty empty 17 7 0 10 #fcfcfc #000000 #000000;
|
29 |
+
#X msg 334 25 What do you call a fish with no eyes? Fsh!;
|
30 |
+
#X obj 427 335 print; #X connect 0 0 1 0;
|
31 |
+
#X connect 1 0 2 0;
|
32 |
+
|
33 |
+
- Focus: The dataset is restricted to examples where the patch functionality centers around printing a specific message on a bang click.
|
34 |
+
|
35 |
+
Potential Uses:
|
36 |
+
This dataset can be used for various purposes, including:
|
37 |
+
|
38 |
+
- Fine-tuning large language models like GEMMA for Purr-Data source code generation.
|
39 |
+
- Research on text-to-code techniques for visual programming languages.
|
40 |
+
- Development of code generation tools for Purr-Data.
|
41 |
+
|
42 |
+
Note: This dataset provides a starting point for training, and can be further expanded to include more complex Purr-Data functionalities beyond basic message printing.
|