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A simple app for running open-source text and image models on Fireworks AI.

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Fireworks Studio

Fireworks AI is a platform for hosting and running machine learning (ML) models with a cloud API, without having to manage your own infrastructure. Sign up for an account at Fireworks and get an API key, which you'll need for this project.

This repository showcases a simple Streamlit app for running the following open-source text and image generation models on Fireworks AI:

  • ๐Ÿ“ Kimi K2.5
  • ๐Ÿ“ MiniMax-M2.5
  • ๐Ÿ“ OpenAI gpt-oss 20B
  • ๐Ÿ“ Mixtral MoE 8x22B Instruct
  • ๐Ÿ“ Deepseek v3.2
  • ๐Ÿ“ GLM-5
  • ๐Ÿ“ท Stable Diffusion XL

fireworks-sdxl

For a detailed guide, see this post. To deploy on Railway using a one-click template, click the button below.

Deploy on Railway

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A simple app for running open-source text and image models on Fireworks AI.

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