Efficient

Enhancing LLM collaboration for smarter, more efficient solutions

Ever been asked an issue you simply knew a part of the...

Kolmogorov-Arnold Networks: The Latest Frontier in Efficient and Interpretable Neural Networks

Neural networks have been on the forefront of AI advancements, enabling the whole lot from natural language processing and computer vision to strategic gameplay, healthcare, coding, art and even self-driving cars. Nevertheless, as these...

SGLang: Efficient Execution of Structured Language Model Programs

Large language models (LLMs) are increasingly utilized for complex tasks requiring multiple generation calls, advanced prompting techniques, control flow, and structured inputs/outputs. Nevertheless, efficient systems for programming and executing these applications are lacking. SGLang,...

Optimizing LLM Deployment: vLLM PagedAttention and the Way forward for Efficient AI Serving

Large Language Models (LLMs) deploying on real-world applications presents unique challenges, particularly when it comes to computational resources, latency, and cost-effectiveness. On this comprehensive guide, we'll explore the landscape of LLM serving, with a...

This tiny chip can safeguard user data while enabling efficient computing on a smartphone

Health-monitoring apps may also help people manage chronic diseases or stay on...

Creating bespoke programming languages for efficient visual AI systems

A single photograph offers glimpses into the creator’s world — their interests...

Materia looks to make accountants more efficient with AI 

The U.S. is facing an accountant shortage. Fewer first-time candidates took the CPA exam in 2022 than in 2006, in line with the American Institute of Certified Public Accountants. One possible reason people aren’t...

Optimizing AI Workflows: Leveraging Multi-Agent Systems for Efficient Task Execution

Within the domain of Artificial Intelligence (AI), workflows are essential, connecting various tasks from initial data preprocessing to the ultimate stages of model deployment. These structured processes are mandatory for developing robust and effective...

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