DeepSquare.io 🔺 Profile picture
Jun 13 8 tweets 4 min read Twitter logo Read on Twitter
DeepSquare is taking a measured approach to development, ensuring an exceptional user experience and comprehensive grasp across our platform. Here's a thread to dive deeper into our latest updates and innovations. 👇
🌐app.deepsquare.run🌐 Image
1/ The primary focus of our proposal is the standardization of computation resource requests in the rapidly evolving landscape of #supercomputing intensive applications. To address it, we've developed a new standard for workflow files.

docs.deepsquare.run/workflow/intro…
2/ Our workflow file standard empowers users to conveniently package their applications, along with the necessary resources and desired characteristics. With this, users can achieve identical results as to pre built apps and enhance their applications efficiently on DeepSquare.
3/ Did you know? Users can develop their workflow files directly on the DeepSquare portal. Whether you're using prebuilt applications like #text2image or creating your own, launching workflow files is the key to unlocking the full potential of DeepSquare.

app.deepsquare.run
4/ Looking towards the future, we're expanding the DeepSquare grid infrastructure. We're engaging with potential grid partners to discuss the level of support they can provide to applications on our portal. Exciting possibilities lie ahead as we strengthen our network.
5/ To effectively manage compute resources, we've integrated ClusterFactory—an #opensource #Kubernetes-based infrastructure orchestrator. It automates deploying, managing, and monitoring compute-optimized clusters across various platforms—bare metal servers, VMs, and containers.
6/ By partnering with leading grid providers, we enable the resale of resources on the DeepSquare platform. This collaboration not only benefits our users but also helps us grow our grid network and offer efficient resource utilization.
7/ Streamlined resource management, advanced workflow file standards, and infrastructure expansion—these advancements mark an exciting progression for DeepSquare. We're dedicated to empowering users to build cutting-edge #AI-powered apps and beyond! 💪

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More from @DeepSQUAREio

May 15
DeepSquare integrates the neural network #text2image model #StableDiffusion.

This thread presents how we #designed and implemented the #workflow to execute Stable Diffusion on the DeepSquare Grid.
We designed the workflow as follows:

The #prompt is sent over an environment variable.
Most of the parameters are sent via environment varibles.
Images are sent to transfer.deepsquare.run
The docker image is already compiled from github.com/Stability-AI/s… and is exported as registry-1.deepsquare.run/library/stable…

The steps are as follows:
1-Generate the images. Rows are distributed into task per #GPU.
2-Combine all the images into one grid. Image
Read 8 tweets
May 5
We are super proud to share with you DeepSquare Whitepaper 2.1!

#Decentralized High-performance Computing leveraging #Subnet Technology, providing revolutionary #Tokenomics with a clear #Roadmap

Read 👉 deepsquare.io/wp-content/upl…
The team has been hard at work developing a #decentralized platform that allows users to access powerful #computing resources from anywhere in the world.
By leveraging #blockchain technology with @Avalanche #Subnet solutions, we created a network that is both fast and secure, ensuring that users can trust the platform with their most sensitive data and applications.
Read 7 tweets
Apr 5
We’re thrilled to launch our cutting-edge development environment, designed to revolutionize the world of #ArtificialIntelligence & High-Performance Computing

#AI #CloudComputing 👇
deepsquare.io/ai/access-the-…
The app.DeepSquare.run Customer Portal provides easy access to our infrastructure and an array of pre-built applications, including #Text2Image, #Blender, @unity Render Streaming, and #AI Upscaling.
The Developer App within the portal is a game-changer for those looking to create and run custom jobs in an #HPC environment.

It offers unmatched flexibility and ease of use, enabling users to develop and deploy their applications on the @DeepSQUAREio infrastructure.
Read 5 tweets
Feb 24
1/5 - Are you an #AI enthusiast?

We invite you to test our #Decentralized Infrastructure by deploying #Upscaling and #Text2Image #AImodels to unleash your creativity and upscale your memories like never before.

All you need to do is fill out this form: tinyurl.com/DeepSquareTest…
2/5 - We've deployed 3 pre-trained models

Real-ESRGAN, for image restoration;
#stablediffusion v2.1 and #waifudiffusion v1.4 to create realistic images and art from descriptions in natural language.
3/5 - We've received some fantastic feedback from users who have tried these new features. It is exciting to see our community members sharing their #aigeneratedart Image generated by Charly Mancel, DeepSquare Head of Product
Read 5 tweets

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