emrahemrez/mira-e4b-it

MIRA v1 — Personal AI Assistant

MIRA is a fine-tuned version of Gemma 4 E4B-it, trained as a personal AI assistant with tool-calling capabilities.

Model Details

Property	Value
Base Model	google/gemma-4-e4b-it
Fine-tuning	QLoRA (4-bit NF4 + LoRA rank=32)
Dataset	322 custom examples (messages[] format)
Training	150 steps, lr=3e-5, batch=16
Languages	Turkish, English, Russian

Capabilities

• Tool calling: write_file, read_file, search_web, send_message, create_reminder, git_commit, smart_home, rag_query, run_code
• Turkish-first: responds in Turkish to Turkish prompts
• Safety-aware: refuses sensitive operations (API keys, mass deletion, etc.)

Quick Start (Colab Demo)

!git clone https://github.com/emrahemrez/mira_model /content/mira
import os; os.chdir('/content/mira')
!pip install gradio transformers bitsandbytes accelerate sentencepiece huggingface_hub -q
exec(open('app.py').read())
# Gradio link → share with anyone for 72h

Tool Call Format

write_file {"path": "test.py", "content": "print('Hello World')"}

Training Code

github.com/emrahemrez/mira_model