Using Gemma 4

Examples and tutorials for Gemma 4

Basic Chat

Simple conversational example

Function Calling

Use Gemma 4 to call functions and APIs

Multimodal Input

Process images with text understanding

API Usage

Python code examples for API integration

Python API Example

from transformers import AutoModelForCausalLM, AutoTokenizer

model = AutoModelForCausalLM.from_pretrained('google/gemma-4-31b')
tokenizer = AutoTokenizer.from_pretrained('google/gemma-4-31b')

input_text = "Explain how neural networks work"
inputs = tokenizer(input_text, return_tensors="pt")

outputs = model.generate(inputs["input_ids"], max_new_tokens=200)
print(tokenizer.decode(outputs[0]))