Update README.md

README.md

@@ -26,4 +26,36 @@ datasets:
 - **License:** apache-2.0
 - **Finetuned from model :** unsloth/gemma-2-2b-bnb-4bit
 
-Gemma-2-2B finetuned on datasets translated to Bulgarian language.
+Gemma-2-2B finetuned on datasets translated to Bulgarian language:
+
+- **MMLU**: multiple-choice questions from various branches of knowledge
+- **Winogrande challenge**: testing world knowledge and understanding
+- **Hellaswag**: testing sentence completion
+- **ARC Easy/Challenge**: testing logical reasoning
+- **GSM-8k**: solving multiple-choice questions in high-school mathematics
+- **MathQA**: math word problems
+
+### Usage
+
+First, install the Transformers library with:
+```sh
+pip install -U transformers
+```
+
+#### Run with the `pipeline` API
+
+```python
+import torch
+from transformers import pipeline
+
+pipe = pipeline(
+    "text-generation",
+    model="petkopetkov/gemma-2-2b-bg",
+    torch_dtype=torch.bfloat16, 
+    device_map="auto"
+)
+
+prompt = "Колко е 2 + 2?"
+
+print(pipe(prompt)[0]['generated_text'])
+```