AI Applications Key Things You Need to Know About AI Agents In the era of rapid AI advancement, AI agents have become a focal point of innovation. Unlike traditional AI models that rely on continuous human input, AI agents operate autonomously, leveraging real-time data and advanced foundation models to make decisions and execute tasks. These intelligent systems are transforming industries—enhancing
AI Applications Hyperparameter Tuning: Maximizing Your Machine Learning Model's Performance In the realm of machine learning (ML), crafting a powerful model is just the first step. To truly unlock its potential, you need to fine-tune its configuration – a process known as hyperparameter tuning. Imagine a car engine. You can build a powerful engine, but without fine-tuning the carburetor, spark plugs,
AI Applications What is a Token in AI? A Comprehensive Guide for Developers and Businesses The growing popularity of artificial intelligence (AI) has led more people to become aware of it, with the large language model being one of the most familiar aspects. In LLMs (such as DeepSeek or ChatGPT), at the core, there is something called a "token." However, you may not
AI Applications Closed-Source vs. Open-Source AI Models: Which One Is Right for Your Business? Artificial intelligence is everywhere, from powering customer service chatbots to driving complex data analysis. But when it comes to picking an AI model, one of the hottest debates is whether to go closed source or open source. Today, we will dive into what sets these two approaches apart, sharing real-world
AI Applications Mixture of Experts (MoE) Models: Why They’re Gaining Traction in Efficient AI Model Training As AI models continue to scale in complexity and capability, one of the biggest challenges researchers and enterprises face is balancing performance with efficiency. The Mixture of Experts (MoE) architecture has emerged as a game-changing solution, enabling large AI models to achieve higher performance while reducing computational costs. In this
AI Applications IAM Users vs Sub-Accounts vs Resource Groups: Choosing Your Cloud Admin Imagine you're the CTO of a startup migrating to the cloud. Faced with challenges in team collaboration and cost management, you need to answer two key questions: How can team members safely share resources? How do you avoid confusion in financials and permissions? In this case, the three
AI Applications Unleashing the Power of Reasoning: DeepSeek R1, OpenAI's o1, and the Magic of Reinforcement Learning and Chain-of-Thought In the rapidly evolving landscape of Large Language Models (LLMs), two techniques have emerged as game-changers: Reinforcement Learning (RL) and Chain-of-Thought (CoT) reasoning. Models like DeepSeek R1 and OpenAI's o1 leverage these methods to achieve advanced reasoning capabilities, outperforming traditional LLMs in complex tasks. This article delves into
AI Applications Quick Deployment of DeepSeek-R1 The Bitdeer AI Cloud platform now supports multiple versions of the DeepSeek models including R1 and JanusPro. You can deploy an instance with a single click via the instance console, customize the management mode, and flexibly choose the model image for rapid deployment. This guide uses the DeepSeek-R1 671B image
AI Applications DeepSeek V3 and R1 Models Now Available on Bitdeer AI Artificial intelligence is evolving at an unprecedented pace, and the recent launches of DeepSeek V3, R1 have taken the AI landscape by storm. DeepSeek V3 rivals GPT-4o and LLaMa 3-405B while using ~10x less compute, trained on just 2,000 Nvidia H800 GPUs for $5.58 million. Meanwhile, DeepSeek R1,
AI Applications How To Use AI In Business - Applications & Considerations Businesses in all sectors are jumping on the bandwagon for this game-changing technology as artificial intelligence (AI) leaps from science fiction to reality. Artificial intelligence (AI) might significantly impact business processes, spur innovation, and help organizations acquire a competitive advantage. Learn how to use AI in businesses and how it
AI Applications How to Train an AI Model - How To and Best Practices We can't imagine modern life without artificial intelligence (AI), which has changed the game in many sectors and altered our strategy for tackling problems. This incredible technology relies on training AI models for machines to learn, adapt, and make smart decisions. Discover the various training methods accessible, learn
AI Applications What is a Large Language Model (LLM)? A Beginner's Guide Language models are AI technology's main application, advancing swiftly. AI technology can answer various questions, mimic human expressions, and provide fresh information. LLMs will soon be used in various contexts as they are necessary for improving efficiency. Information about LLMs, including possible uses and methods for achieving objectives,