The stock market can feel like a playground where the big kids (institutional investors or “Smart Money”) seem to know all the tricks. They often manipulate the game to their advantage, leaving the smaller kids (retail traders or “Dumb Money”) confused and frustrated. But what if you had a secret weapon, a way to understand…
Introduction to DeepSeek Janus-Pro 1B and 7B DeepSeek AI has just introduced Janus-Pro 7B under its DeepSeek license. This is a multimodal AI model that beats DALL-E 3 and Stable Diffusion in key tests. It follows DeepSeek’s earlier DeepSeek R1 model, known for strong reasoning. DeepSeek also released a research paper explaining Janus-Pro’s design and abilities. Though a…
Benchmark DeepSeek-R1 OpenAI o1-1217 AIME 2024 79.8% 79.2% Codeforces 96.3 percentile 89 percentile MATH-500 97.3% 96.4% SWE-bench Verified 49.2% 48.9% GPQA Diamond 71.5% 75.7% MMLU 90.8% 91.8% Key Takeaways: While both DeepSeek-R1 and OpenAI o1 exhibit impressive capabilities, they also have limitations:
From my experience in the trading world, I can tell you that staying ahead of the curve is key. And in the fast-paced world of Bitcoin, that means exploring new tools and strategies. That’s why I’ve been diving into Multi-level Deep Q-Networks (MDQNs). They offer a unique approach to tackling the complexities of cryptocurrency trading….
In today’s digital landscape, organizations face a growing challenge: extracting meaningful insights from vast repositories of unstructured data. While Large Language Models (LLMs) have revolutionized how we process information, their true potential is unlocked when combined with Retrieval-jjAugmented Generation (RAG) systems. This guide explores how modern RAG implementations are evolving beyond simple text documents to…
As artificial intelligence (AI) continues to evolve, each new model represents a step forward in the quest to create machines capable of human-like reasoning. OpenAI, a leader in this space, has recently introduced a breakthrough model named Strawberry, which promises to elevate AIโs problem-solving abilities. Unlike previous models, Strawberry focuses on improving the reasoning processes…
What are GPTs? Custom GPTs are powerful artificial intelligence tools tailored for specific domains or contexts, providing a level of personalization that standard ChatGPT interactions can’t match. These GPTs differ from regular chats through ChatGPT due to their custom instructions and ability to maintain a specialized knowledge base in addition to what ChatGPT has already…
OpenAI’s new O1 models, O1-preview and O1-mini,(read more here), represent a significant advancement in AI reasoning capabilities. This guide will walk you through how to effectively use these models for your projects, whether you’re a developer, researcher, or enthusiast. Understanding the O1 Models Before diving in, it’s crucial to understand what sets O1 models apart:…