Update README.md

README.md

@@ -1,29 +1,48 @@
 ---
 tags:
-- Tabular-Regression
+- tabular-regression
+- math
+- arithmetic
+- simple-math
 - Math
 - Arithmatic
-- math
-- arithmatic
 pretty_name: SimpleMath
 license: mit
 size_categories:
 - 10M<n<100M
 ---
-#This is a simple math db, it will contain a db full of simple math
-#Note that this is a data base where id recommend train test splitting
-#This is because models might over fit since its x (operator) y = (answer)
-#ie the model might remeber/memorize 1+1 and not be very helpful
-#Data set contains a total of ~96,000,000 lines
-#16,000,000 per file
-#6 files
-#format
+
+# 🧮 Simple Math DB
+
+This is a simple math dataset containing millions of basic arithmetic expressions.  
+Each file represents a different operation — great for pretraining or arithmetic reasoning tasks.
+
+---
+
+## ⚠️ Training Notes
+Models may **overfit easily**, since the pattern is always `x (operator) y = (answer)`.  
+It’s strongly recommended to **train/test split** the data rather than train on the whole thing.  
+
+---
+
+## 📊 Dataset Info
+- Total lines: ~96,000,000  
+- 6 files (`Addition`, `Subtraction`, `Multiplication`, `Division`, `Exponentiation`, `Modulus`)  
+- ~16,000,000 lines per file  
+
+---
+
+## 🧾 Format Example
 
 12 + 7 = 19
 -5 * 3 = -15
 4 / 0 = undefined
 
-#Ideal Use Cases
-#-Simple math reasoning model pretraining
-#-Testing arithmetic performance in LLMs
-#-Baseline numeric datasets for toy regressors
+---
+
+## 💡 Ideal Use Cases
+- Simple math reasoning model pretraining  
+- Testing arithmetic ability in LLMs  
+- Baseline datasets for numeric regressors
+
+#description made by ChatGPT, since i dont know MarkDown