4/ Mathematical LLMs – a survey on the progress of LLMs on mathematical tasks; covers papers and resources on LLM research around prompting techniques and tasks such as math word problem-solving and theorem proving.
PROMPT ENGINEERING
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Chatbot Applications: Key Use Cases for Large Language Models
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Yes specially for chatbot applications
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Empowering LLMs with External Tools and Functions
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Building An LLM-Powered Analyst This great article deep dives on how to empower LLMs with external tools using OpenAI functions At a **19 minute** minute, it's pretty comprehensive It examines two use cases: extraction to get structured output and routing to use external
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AI Coding Capabilities: Automating Repetitive Tasks, Not Complex Logic
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There are some good (and funny) videos about this topic on the @fireship_dev channel. I don’t think we’re anywhere close to taking humans out of the loop with programming yet. AI is great at doing a lot of the repetitive basic work of coding but still sucks with the complex logic
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Fine-tuning LLM into Specialized Financial Expert
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Good morning fellow AI enthusiast! This is the last video in our series on training and fine-tuning your LLM built for the course with @towards_AI and @activeloop
! We are transforming a generalist LLM into a specialized financial expert! https://
open.substack.com/pub/louisbouch
ard/p/how-to-fine-tune-your-llm-on-tweets?r=25qlky&utm_campaign=post&utm_medium=web&showWelcome=true
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Frustrated about inability to pin and rename GPT coding instruction chats
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Absolutely! Why the heck cant I have a chat where I instruct GPT to teach me how to code and have it pinned and renamed on the left side?!
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AI Image Upload Limitations and Prompt Security Concerns
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You can upload images too, but it won’t give you a description if that’s what you mean. Plus now it’s much easier to copy the prompts too.
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EverART Introduces Magic Prompting for Optimized Image Generation
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Writing effective image prompts is hard, at @everartai we know!
— Pietro Schirano (@skirano) 15 décembre 2023
Excited to introduce "Magic Prompting" 🪄
Brainstorm concepts with AI, write anything you want, and EverART will suggest 5 incredible optimized prompts for you to use.
Simultaneously in any model you've created. pic.twitter.com/XtQnKQhpdMWriting effective image prompts is hard, at @everartai we know! Excited to introduce "Magic Prompting" Brainstorm concepts with AI, write anything you want, and EverART will suggest 5 incredible optimized prompts for you to use. Simultaneously in any model you've created.
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Magic Prompting Optimizes Model Instructions and Generates Ideas
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Another cool aspect of Magic Prompting is that we've built the most optimized instructions to ensure the models represent exactly what you're looking for.
— Pietro Schirano (@skirano) 15 décembre 2023
Magic Prompting also works on an empty input; in that case, it will just suggest new ideas. pic.twitter.com/9BXPxaavnJAnother cool aspect of Magic Prompting is that we've built the most optimized instructions to ensure the models represent exactly what you're looking for. Magic Prompting also works on an empty input; in that case, it will just suggest new ideas.
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Understanding Log Probabilities in AI Model Playground
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The legacy completions mode in the playground supports log probs visually, it is actually pretty fun to look at the numbers and get an understand of different outcomes from input prompts.