petkopetkov/gemma-2-2b-bg

Gemma-2-2B-Bulgarian

• Developed by: petkopetkov
• License: apache-2.0
• Finetuned from model : unsloth/gemma-2-2b-bnb-4bit

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:

pip install -U transformers

Run with the pipeline API

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'])