Embedl's Blog on Deep Learning
ChatGPT in your lap: Bringing LLMs from the Cloud to the Edge
The wonderous ChatGPT continues to amaze – the new multimodal version could figure out that a picture was taken in Gothe...
Towards 1 Bit LLMs!
Large Language Models (LLMs) are all the rage these days! They have revolutionized areas like natural language processin...
Challenges Faced by R&D Teams in Deep Learning Development
Research and development (R&D) teams are at the heart of innovation and progress across industries. Whether in techn...
Knowledge Distillation: A Powerful and Versatile Tool
Knowledge Distillation (KD) is a pivotal technique in model optimization, where the detailed information stored in a hig...
Vision Transformers vs CNNs at the Edge
Enter the Transformer “The Transformer has taken over AI”, says Andrej Karpathy, (Former) Director of AI at Tesla, in a ...
The Big Story of AI in 2023: LLMs
The year 2023 marked a revolutionary period in the field of artificial intelligence, particularly with the advent of Lar...
What do Vision Transformers See?
CNNs have long been the workhorses of vision ever since they achieved the dramatic breakthroughs of super-human performa...
Back to the Future with Analog for AI?
In a previous blog post, we mentioned that for all its amazing successes, there is a dark hidden secret of AI – its ener...