sumink commited on
Commit
d0cbe44
ยท
verified ยท
1 Parent(s): 738feed

Create README.md

Browse files
Files changed (1) hide show
  1. README.md +24 -0
README.md ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ # Model: LLaMA (IFD Top 30% + Low Instruction Entropy)
2
+
3
+ ## ๐Ÿ” Purpose
4
+
5
+ Fine-tune `meta-llama/Llama-3.2-1B` on instructions with **low entropy** among the high-IFD group.
6
+ These instructions tend to be **short, simple, and repetitive**.
7
+
8
+ ## ๐Ÿ“‚ Dataset
9
+
10
+ - `alpaca2000_entropy_low.csv`
11
+ - From `alpaca2000.csv` (IFD ์ƒ์œ„ 30%)
12
+ - instruction entropy ํ•˜์œ„ 30% ์ถ”์ถœ (์•ฝ 180๊ฐœ)
13
+
14
+ ## โš™๏ธ Training Config
15
+
16
+ - Model: `meta-llama/Llama-3.2-1B`
17
+ - Precision: `bf16` or `float32`
18
+ - Epochs: 3
19
+ - Max length: 2048
20
+ - Output: `output/llama_entropy_low`
21
+
22
+ ## ๐Ÿงช Goal
23
+
24
+ Measure whether **simpler instructions** lead to better model learning by reducing prompt complexity.