AI Model Compression for Edge Computing
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l8ntlabs
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December 20, 2024
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Generative AI
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0 Comments
AI is woven into the fabric of our daily lives—powering the phones in our hands, the cars on our roads, and the appliances in our homes. Behind this seamless integration, however, lies a monumental challenge: adapting powerful, resource-hungry neural networks to operate on lightweight, resource-constrained edge devices. These systems often have minimal computing power and memory but require real-time responsiveness. …
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LoRA Explained: Optimizing Diffusion Models for High-Quality Image and Video Outputs
What Is A LoRA? LoRA (Low-Rank Adaptation) models are a technique used to fine-tune and adapt pre-trained generative models, such as LLM’s or those based on diffusion processes, with significant efficiency and effectiveness. This article is a technical deep dive into how LoRA’s actually work. LoRA Architecture and Principles LoRA is a parameter-efficient fine-tuning method that allows adapting large pre-trained …
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How Generative AI is Changing Visual Storytelling for Brands
Storytelling is a key way for brands to connect with their audiences. Now, generative AI is changing how these stories are told, bringing new opportunities for creativity and efficiency. From personalized ads to rapid content creation, brands are using AI to craft eye-catching stories that truly resonate with their audiences. The Shift to AI-Generated Visuals Generative AI tools can now …
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