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mira-e4b-it
emrahemrez/mira-e4b-it
mira-e4b-it is a machine learning model from emrahemrez. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as gemma.
MIRA is a fine-tuned version of Gemma 4 E4B-it, trained as a personal AI assistant with tool-calling capabilities.
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At a glance
- License
- gemma
- Model type
- gemma4
- Access
- Public
- Created
- May 2, 2026
- Updated
- May 2, 2026
- SHA
- b67cc1c3
Base models
Model card
From the Hugging Face model README
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
<tool_call> <tool_name>write_file</tool_name> {"path": "test.py", "content": "print('Hello World')"} </tool_call>
Training Code
- Type
- gemma4
- License
- gemma
- Languages
- tr, en, ru
- Created
- May 2, 2026
- Updated
- May 2, 2026