PROMPT ENGINEERING

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GitHub Guide: Tips for Working with Large Language Models

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@miketamir

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03 July 2023 21h01

GitHub – brexhq/prompt-engineering: Tips and tricks for working with Large Language Models like OpenAI's GPT-4. https://bit.ly/46l3eoi #AI #MachineLearning #DeepLearning #LLMs #DataScience

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ChatGPT’s Knowledge Cutoff Limitation and Synthetic Data Challenges

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@rasbt

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03 July 2023 15h57

3/3 Intuitively one major criticism of ChatGPT is it's 2020 knowledge cut-off. If you are only using synthetic data from old models, it'd be challenging to get more contemporary knowledge into the model.

ChatGPT Midjourney Photoshop Create Novel Emotions

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03 July 2023 6h01

ChatGPT + Midjourney + Photoshop, invent new emotions by @jphilipp 1.

Classifier-Free Guidance Improves Prompt Adherence in Image Generation

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03 July 2023 3h21

Stay on topic with Classifier-Free Guidance paper page: https://
huggingface.co/papers/2306.17
806
… Classifier-Free Guidance (CFG) has recently emerged in text-to-image generation as a lightweight technique to encourage prompt-adherence in generations. In this work, we demonstrate that CFG can be

Exploitability of Instruction Tuning in Large Language Models

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03 July 2023 3h18

On the Exploitability of Instruction Tuning paper page: https://
huggingface.co/papers/2306.17
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… Instruction tuning is an effective technique to align large language models (LLMs) with human intents. In this work, we investigate how an adversary can exploit instruction tuning by injecting

ChatGPT for Robotics: Design Principles and Model Abilities

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03 July 2023 3h16

ChatGPT for Robotics: Design Principles and Model Abilities paper page: https://
huggingface.co/papers/2306.17
582
… paper presents an experimental study regarding the use of OpenAI's ChatGPT for robotics applications. We outline a strategy that combines design principles for prompt engineering and