KarloKakao Brain
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About
Karlo stands as a groundbreaking model for generating images based on text prompts. It builds upon OpenAI's remarkable unCLIP architecture but takes a step further by enhancing the standard super-resolution model, allowing it to recover intricate details at a remarkable resolution of 256px, all while minimizing noise through a limited number of denoising steps.
To create Karlo, we embarked on an extensive training process. We started from scratch, utilizing a vast dataset of 115 million image-text pairs, which included COYO-100M, CC3M, and CC12M. In the case of the Prior and Decoder components, we harnessed the power of ViT-L/14, a text encoder from OpenAI's CLIP repository. To optimize efficiency, we made a significant modification to the original unCLIP implementation. Instead of employing a trainable transformer in the decoder, we integrated the text encoder from ViT-L/14.
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About
ModelsLab is an innovative AI company that provides a comprehensive suite of APIs designed to transform text into various forms of media, including images, videos, audio, and 3D models. Their services enable developers and businesses to create high-quality visual and auditory content without the need to maintain complex GPU infrastructures. ModelsLab's offerings include text-to-image, text-to-video, text-to-speech, and image-to-image generation, all of which can be seamlessly integrated into diverse applications. Additionally, they offer tools for training custom AI models, such as fine-tuning Stable Diffusion models using LoRA methods. Committed to making AI accessible, ModelsLab supports users in building next-generation AI products efficiently and affordably.
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Platforms Supported
Windows
Mac
Linux
Cloud
On-Premises
iPhone
iPad
Android
Chromebook
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Audience
AI developers interested in an image generation model
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Audience
Developers, businesses, and content creators seeking to integrate advanced AI-driven media generation into their applications and services
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Support
Phone Support
24/7 Live Support
Online
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Support
Phone Support
24/7 Live Support
Online
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API
Offers API
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API
Offers API
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Screenshots and Videos |
Screenshots and Videos |
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Pricing
Free
Free Version
Free Trial
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Pricing
$7/month
Free Version
Free Trial
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Reviews/
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Reviews/
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Training
Documentation
Webinars
Live Online
In Person
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Training
Documentation
Webinars
Live Online
In Person
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Company InformationKakao Brain
Founded: 2017
South Korea
github.com/kakaobrain/karlo
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Company InformationModelsLab
Founded: 2022
United States
modelslab.com
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