Mario-Gpt

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Mario-GPT is an open-source AI tool that generates Super Mario levels from text prompts. It uses a finetuned GPT2 model to create diverse and controllable game environments.

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At a glance

Pricing

Open Source

Free tier

Yes

API

Skill level

Technical

About

What is mario-gpt?

Mario-GPT is an open-source AI tool designed for generating Super Mario levels using a finetuned GPT2 model. Trained on levels from Super Mario Bros and Super Mario Bros: The Lost Levels, it allows users to create new game environments guided by simple text prompts. While the generation may not be perfect, it represents a significant step towards more controllable and diverse level generation. The tool provides code snippets for generating levels, continuing generation, and interacting with generated levels through interactive play or an Astar agent. It also includes training code for those interested in further development and offers a Huggingface demo for interactive use without needing local GPU resources.

Best used for

Ideal for developers and gamers who need to generate unique Super Mario levels, experiment with AI in game design, and create custom game content. Especially valuable for those looking to explore open-ended text-to-level generation through large language models.

Common actions

generate game levels

create game content

experiment with AI

design game environments

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Capabilities

Key features

Text-to-level generation
Finetuned GPT2 model
Level continuation
Interactive level play
Astar agent integration
Huggingface demo

Target Audience

developergamer

Integrations

Not yet documented

Pricing & Plans

Open Source

Free

FAQs

What kind of levels can Mario-GPT generate?

Mario-GPT generates levels based on Super Mario Bros and Super Mario Bros: The Lost Levels. Users can guide the generation with text prompts, influencing elements like pipes, enemies, blocks, and elevation to create diverse and unique game environments.

Do I need a powerful computer to use Mario-GPT?

For local generation and interaction, you'll need Python 3.8+ and Java 8+. However, there's a Huggingface demo available that allows you to generate and play levels interactively in the browser, utilizing cloud GPUs so you don't need your own.

Can I train Mario-GPT with my own data?

Yes, Mario-GPT provides training code for those interested in further development. The training class is available in the repository, along with an example notebook, allowing users to finetune the model or explore different training configurations.

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