Everyone needs to know how ChatGPT works.
LLMS
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Prompt Engineering Technique for Fact-Checking and Research
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4. Ask for Sources & Contradictions Most people trust whatever AI says but real research needs cross-checking. Prompt: "Cite research papers or case studies on this topic and mention any contradictory viewpoints." This forces it to find diverse and credible perspectives.
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How to use personas to improve LLM output
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3. Force It to Think Like an Expert Use personas to get high-level insights: "Answer this as if you were a cybersecurity analyst writing for a tech conference." "Analyze this from the perspective of an economist forecasting industry growth." You’ll get responses tailored to
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Unlocking the Full Potential of ChatGPT o1 and o3
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ChatGPT o1 and o3 are shockingly powerful. But 95% of users don’t know how to use them properly. Let me show you how to unlock their full power:
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Grok 3 with reasoning model beats o3 this week
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Grok 3 this week, with reasoning model. Beats o3.
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Grok3 AI Model Launch Announcement Incoming
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‘Smartest AI on earth’ #Grok3 incoming !! https://t.co/oFtyMkAj1q pic.twitter.com/p29BKMtLTq
— Nina Schick (@NinaDSchick) 16 février 2025‘Smartest AI on earth’ #Grok3 incoming !!
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DeepSeek R1 671B Hackathon on SambaNova Cloud Attracts 200+ Developers
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200+ devs @weights_biases hackathon just scored early API access to @DeepSeekAI’s R1 671B on the SambaNova Cloud. 🐋 What’ll they build with this speed demon? 👀#AI #MultimodalAI #DeepSeek @v_mohan_ pic.twitter.com/bWIh9vblMW
— SambaNova (@SambaNovaAI) 15 février 2025200+ devs @wandb hackathon just scored early API access to @DeepSeekAI
’s R1 671B on the SambaNova Cloud. What’ll they build with this speed demon? #AI #MultimodalAI #DeepSeek @v_mohan_ -
Docker Setup Tutorial for LLMs: Last Resort Option Due to Overhead
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There's a tutorial for that as well: https://
github.com/rasbt/LLMs-fro
m-scratch/tree/main/setup/03_optional-docker-environment
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But I would only consider that as the last resort because it adds overhead and is not very resource efficient. -
TorchTune Library Growth Inspired by LitGPT
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Oh yeah, torchtune is a good library. It was modeled after our LitGPT library and has grown quite a bit!
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DevContainers Setup Guide and Local Machine Execution Preferences
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There's a setup guide for DevContainers here, too: https://
github.com/rasbt/LLMs-fro
m-scratch/tree/main/setup/03_optional-docker-environment
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No offense, but personally I had running it on my local machine. It has slower startup times, adds overhead, and is also storage-inefficient.