---
license: gemma
tags:
  - coding
  - rag
  - gemma
  - chain-of-thought
base_model: google/functiongemma-270m-it
---

# FunctionGemma Coding Assistant

Production-ready coding assistant with:
- Chain of Recursive Thoughts reasoning
- Web search integration (optional)
- Local knowledge base (SQLite + FAISS)
- Fine-tuned on 20k diverse code samples

## Usage
from transformers import AutoModelForCausalLM, AutoTokenizermodel = AutoModelForCausalLM.from_pretrained("shaurya79/functiongemma-coding-assistant")
tokenizer = AutoTokenizer.from_pretrained("shaurya79/functiongemma-coding-assistant")prompt = "Write a Python function to reverse a string"
inputs = tokenizer(prompt, return_tensors="pt")
outputs = model.generate(**inputs, max_new_tokens=512)
print(tokenizer.decode(outputs))

## Features
- Code generation (Python, JavaScript, etc.)
- Detailed explanations
- Bug fixing suggestions
- Multi-language support

## Size
~250-300 MB (quantized)