Google 发布了 Gemini 2.0 Flash 的实验版本，该版本引入了原生图像生成功能，并已向所有 Google AI Studio 支持的区域的开发者开放。Gemini 2.0 Flash 结合了多模态输入、增强的推理能力和自然语言理解，可以根据用户需求生成图像。文章通过多个示例展示了 Gemini 2.0 Flash 在文本图像结合、会话式图像编辑、世界知识理解和文本渲染方面的优势。开发者可以通过 Gemini API 开始使用 Gemini 2.0 Flash，并根据官方文档了解更多关于图像生成的信息。Google 鼓励开发者提供反馈，以帮助最终确定生产版本。
In December we first introduced native image output in Gemini 2.0 Flash to trusted testers. Today, we're making it available for developer experimentation across all regions currently supported by Google AI Studio. You can test this new capability using an experimental version of Gemini 2.0 Flash (gemini-2.0-flash-exp) in Google AI Studio and via the Gemini API.
Gemini 2.0 Flash combines multimodal input, enhanced reasoning, and natural language understanding to create images that give you exactly what you ask for.
Here are some examples of where 2.0 Flash’s multimodal outputs shine:
1. Text and images together
Use Gemini 2.0 Flash to tell a story and it will illustrate it with pictures, keeping the characters and settings consistent throughout. Give it feedback and the model will retell the story or change the style of its drawings.
2. Conversational image editing
Gemini 2.0 Flash helps you edit images through many turns of a natural language dialogue, great for iterating towards a perfect image, or to explore different ideas together.
3. World understanding
Unlike many other image generation models, Gemini 2.0 Flash leverages world knowledge and enhanced reasoning to create the right image. This makes it perfect for creating detailed imagery that’s realistic–like illustrating a recipe. While it strives for accuracy, like all language models, its knowledge is broad and general, not absolute or complete.
4. Text rendering
Most image generation models struggle to accurately render long sequences of text, often resulting in poorly formatted or illegible characters, or misspellings. Internal benchmarks show that 2.0 Flash has stronger rendering compared to leading competitive models, and great for creating advertisements, social posts, or even invitations.
Start making images with Gemini today
Get started with Gemini 2.0 Flash via the Gemini API. Read more about image generation in our docs.
from google import genai
from google.genai import types
client = genai.Client(api_key="GEMINI_API_KEY")
response = client.models.generate_content(
model="gemini-2.0-flash-exp",
contents="Generate a story about a cute baby turtle in a 3d digital art style. For each scene, generate an image.",
config=types.GenerateContentConfig(response_modalities=["Text", "Image"])
)
Whether you are building AI agents, developing apps with beautiful visuals like illustrated interactive stories, or brainstorming visual ideas in conversation, Gemini 2.0 Flash allows you to add text and image generation with just a single model. We're eager to see what developers create with native image output and your feedback will help us finalize a production-ready version soon.
