Manthan Surkarblog.surkar.in·Oct 29, 2024O1 Models vs. Simple Chain of Thought: What’s the Difference?OpenAI recently released the O1 model series, which has outperformed on multiple benchmarks (more on this here). But what exactly is going on with these models? Aren’t they just doing basic chain-of-thought reasoning? We’ll try to understand(in very ...20 likes·62 readsAI
Sai Chowdary Gullapallymlrad.io·Oct 6, 2024How OpenAI o1 models simulate human reasoningTLDR 🤏 The OpenAI o1 model uses a dedicated ‘reasoning stage’ to generate reasoning tokens, which help break down complex problems into manageable subtasks, simulating a structured thinking process similar to human reasoning. This dedicated reason...122 readsAI Reasoning
Gerard Sansai-cosmos.hashnode.dev·Oct 6, 2024The Illusion of Reasoning in AI: A Critical AnalysisIn recent years, Large Language Models (LLMs) like GPT-4 and its successors have taken the AI world by storm, demonstrating remarkable abilities in natural language processing tasks. However, as we delve deeper into their capabilities, a crucial ques...340 readsOpenAI seriesAI
Ali YazdizadehforDataChef's Blogblog.datachef.co·Sep 30, 2024How many Rs are in the Strawberry?!Introduction Let’s walk through this question in our own mind! How many Rs are in the word strawberry? The answer is obviously 3, but what went through your brain when answering it? It’s an interesting way to look at our thought process, and like any...62 readsArtificial Intelligence
Martin Bowlingmartinbowling.com·Sep 14, 2024Llamaberry - Cultivating Chain of Thought Reasoning in AIHey there, AI adventurers, I'm, ready to take you on a journey through the fascinating world of AI reasoning. Today, we're diving deep into Llamaberry, my implementation of a multi-turn Chain of Thought (CoT) reasoning system. Buckle up, because this...609 readsAI
NovitaAInovita.hashnode.dev·May 6, 2024Unlocking the Potential of Chain-of-Thought Prompting in Large-Scale Language ModelsExplore how Chain-of-Thought (CoT) prompting enhances Large Language Models (LLMs) across various domains, from arithmetic reasoning to common sense and symbolic reasoning in our blog. Introduction Large Language Models (LLMs) have transformed the la...Artificial Intelligence
NovitaAInovita.hashnode.dev·May 6, 2024Chain-of-Thought Prompting Elicits Reasoning in Large Language ModelsExplore its effectiveness in arithmetic, symbolic, and commonsense reasoning tasks, revealing its scalability benefits. Witness the impressive performance improvements across various benchmarks and understand its potential for length generalization. ...Artificial Intelligence
William Stetarcopin43.hashnode.dev·Apr 15, 2024Unconventional Metrics for LLMsMy last blog entry introduced an unconventional method to judge models based on their grasp of Samuel Beckett's absurdist play, "Waiting for Godot." We delved into how different LLMs, including GPT-4, handle the play's abstract themes and narrative s...chain of thought
