Update from feeds: https://galaxyproject.org/news/2024-11-26-flux/ #152
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👋 Hello! I'm your friendly social media assistant. Below are the previews of this post: mastodon-eu-freiburg📝 New blog post Released! Using Black Forest Labs' FLUX Models Inside Galaxy: A Guide to Text-to-Image Integration In previous news, we have written about the speech-to-text tool Whisper: https://galaxyproject.org/news/2024-04-25-whisper-tool/ and the ChatGPT tool: https://galaxyproject.org/news/2024-09-02-chat-gpt/ in Galaxy. Today, we would like to talk about a new tool that allows you to create images from text. of generative AI, providing robust text-to-image capabilities In this blog post, we'll explore the FLUX.1 models, their unique attributes, and how to use them effectively inside Galaxy. Overview of FLUX Models FLUX.1 [schnell]
Purpose: Designed for speed.
FLUX.1 [dev]
Both models provide easy access and (3/9) versatility, making them excellent choices for text-to-image projects. While FLUX.1 [schnell] focuses on performance, FLUX.1 [dev] bridges the gap between quality and efficiency. Why Use FLUX Models Inside Galaxy? Galaxy's open platform supports workflows across life sciences, data analysis, and beyond. By integrating FLUX models, users can:
Galaxy pipelines.
To ensure high performance and speed, we are using a CUDA-based container to run the FLUX models on GPUs. This setup allows for fast inference times when working with the models from Hugging Face. CUDA-based container ensures that the heavy Setting Up FLUX in Galaxy The FLUX models are already available on UseGalaxy.eu. Run FLUX on usegalaxy.eu!: https://usegalaxy.eu/root?tool_id=black_forest_labs_flux Simply log in to your Galaxy instance and search for the FLUX tool in the tool panel. Select the desired model (FLUX.1 [schnell] or FLUX.1 [dev]) based on your requirements. Please be adviced (6/9) that dev model can not be used for commercial use. Choose between File or Text based input and select your txt file or enter your text prompt in the designated input field. For example, I used the text prompt "A galaxy full of stars" to generate an image. Here's the result history: https://usegalaxy.eu/u/brilliantarash/h/flux: (7/9) Text Prompt: A galaxy full of stars Generated Image: (8/9) You can try out your own prompts and see what unique images FLUX can generate!
matrix-eu-announce📝 New blog post Released! https://galaxyproject.org/news/2024-11-26-flux/ Using Black Forest Labs' FLUX Models Inside Galaxy: A Guide to Text-to-Image IntegrationIn previous news, we have written about the speech-to-text tool Whisper and the ChatGPT tool in Galaxy. Today, we would like to talk about a new tool that allows you to create images from text. The Black Forest Labs (BFL) FLUX series has made significant strides in the world of generative AI, providing robust text-to-image capabilities tailored for various use cases. At Freiburg University, we've integrated FLUX.1 [schnell] and FLUX.1 [dev] into the Galaxy platform, enabling researchers and developers to generate high-quality images directly within Galaxy's user-friendly environment. In this blog post, we'll explore the FLUX.1 models, their unique attributes, and how to use them effectively inside Galaxy. Overview of FLUX ModelsFLUX.1 [schnell]
FLUX.1 [dev]
Both models provide easy access and versatility, making them excellent choices for text-to-image projects. While FLUX.1 [schnell] focuses on performance, FLUX.1 [dev] bridges the gap between quality and efficiency. Why Use FLUX Models Inside Galaxy?Galaxy's open platform supports workflows across life sciences, data analysis, and beyond. By integrating FLUX models, users can:
To ensure high performance and speed, we are using a CUDA-based container to run the FLUX models on GPUs. This setup allows for fast inference times when working with the models from Hugging Face. By leveraging Hugging Face’s pre-trained models, we can efficiently load the weights and run inference directly within the Galaxy environment. The CUDA-based container ensures that the heavy computations involved in text-to-image generation are handled smoothly, providing users with a seamless experience. Setting Up FLUX in GalaxyThe FLUX models are already available on UseGalaxy.eu. Simply log in to your Galaxy instance and search for the FLUX tool in the tool panel. Select the desired model (FLUX.1 [schnell] or FLUX.1 [dev]) based on your requirements. Please be adviced that dev model can not be used for commercial use. Choose between File or Text based input and select your txt file or enter your text prompt in the designated input field. Click "Run Tool" and let Galaxy handle the rest! Once the process is complete, you’ll find the generated image in your Galaxy history, ready to view, share, or use in your workflows. For example, I used the text prompt "A galaxy full of stars" to generate an image. Here's the result history: Text Prompt: Generated Image: You can try out your own prompts and see what unique images FLUX can generate! linkedin-galaxyproject📝 New blog post Released! Using Black Forest Labs' FLUX Models Inside Galaxy: A Guide to Text-to-Image Integration In previous news, we have written about the speech-to-text tool Whisper: https://galaxyproject.org/news/2024-04-25-whisper-tool/ and the ChatGPT tool: https://galaxyproject.org/news/2024-09-02-chat-gpt/ in Galaxy. Today, we would like to talk about a new tool that allows you to create images from text. In this blog post, we'll explore the FLUX.1 models, their unique attributes, and how to use them effectively inside Galaxy. Overview of FLUX Models FLUX.1 [schnell]
FLUX.1 [dev]
Both models provide easy access and versatility, making them excellent choices for text-to-image projects. While FLUX.1 [schnell] focuses on performance, FLUX.1 [dev] bridges the gap between quality and efficiency. Why Use FLUX Models Inside Galaxy? Galaxy's open platform supports workflows across life sciences, data analysis, and beyond. By integrating FLUX models, users can:
To ensure high performance and speed, we are using a CUDA-based container to run the FLUX models on GPUs. This setup allows for fast inference times when working with the models from Hugging Face. Setting Up FLUX in Galaxy The FLUX models are already available on UseGalaxy.eu. Run FLUX on usegalaxy.eu!: https://usegalaxy.eu/root?tool_id=black_forest_labs_flux (1/3) Simply log in to your Galaxy instance and search for the FLUX tool in the tool panel. Select the desired model (FLUX.1 [schnell] or FLUX.1 [dev]) based on your requirements. Please be adviced that dev model can not be used for commercial use. Choose between File or Text based input and select your txt file or enter your text prompt in the designated input field. For example, I used the text prompt "A galaxy full of stars" to generate an image. Here's the result history: https://usegalaxy.eu/u/brilliantarash/h/flux: Text Prompt: A galaxy full of stars Generated Image: (2/3) You can try out your own prompts and see what unique images FLUX can generate!
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👋 Hello! I'm your friendly social media assistant. Below are the previews of this post: bluesky-galaxyproject📝 New blog post Released! Using Black Forest Labs' FLUX Models Inside Galaxy: A Guide to Text-to-Image Integration In previous news, we have written about the speech-to-text tool Whisper: (1/15) https://galaxyproject.org/news/2024-04-25-whisper-tool/ and the ChatGPT tool: https://galaxyproject.org/news/2024-09-02-chat-gpt/ in Galaxy. Today, we would like to talk about a new tool that allows you to create images from text. series has made significant strides in the world of generative AI, providing robust text-to-image capabilities high-quality images directly within Galaxy's user-friendly environment. In this blog post, we'll explore the FLUX.1 models, their unique attributes, and how to use them effectively inside Galaxy. Overview of FLUX Models FLUX.1 [schnell]
https://github.com/black-forest-labs/flux/blob/main/model_licenses/LICENSE-FLUX1-schnell: Openly available under the Apache 2.0 license.
FLUX.1 [dev]
near-professional quality.
Both models provide easy access and (6/15) versatility, making them excellent choices for text-to-image projects. While FLUX.1 [schnell] focuses on performance, FLUX.1 [dev] bridges the gap between quality and efficiency. Why Use FLUX Models Inside Galaxy? Galaxy's open platform supports workflows across life sciences, data (7/15) analysis, and beyond. By integrating FLUX models, users can:
aligns with Galaxy's ethos of accessibility and reproducibility. To ensure high performance and speed, we are using a CUDA-based container to run the FLUX models on GPUs. This setup allows for fast inference times when working with the models from Hugging Face. pre-trained models, we can efficiently load the weights and run inference directly within the Galaxy environment. The CUDA-based container ensures that the heavy Setting Up (10/15) FLUX in Galaxy The FLUX models are already available on UseGalaxy.eu. Run FLUX on usegalaxy.eu!: https://usegalaxy.eu/root?tool_id=black_forest_labs_flux Simply log in to your Galaxy instance and search for the FLUX tool in the tool panel. Select the desired model (FLUX.1 [schnell] or (11/15) FLUX.1 [dev]) based on your requirements. Please be adviced that dev model can not be used for commercial use. Choose between File or Text based input and select your txt file or enter your text prompt in the designated input field. process is complete, you’ll find the generated image in your Galaxy history, ready to view, share, or use in your workflows. For example, I used the text prompt "A galaxy full of stars" to generate an image. Here's the result history: https://usegalaxy.eu/u/brilliantarash/h/flux: Text (13/15) Prompt: A galaxy full of stars Generated Image: (14/15) You can try out your own prompts and see what unique images FLUX can generate!
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Update since 2024-11-14
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Text-to-Image Magic: FLUX Models Now in Galaxy!