Becoming self-instruct: introducing early stopping criteria for minimal instruct tuning paper page: https://
huggingface.co/papers/2307.03
692
… introduce the Instruction Following Score (IFS), a metric that detects language models' ability to follow instructions. The metric has a dual purpose.
GENERATIVE AI
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Self-Instruct: Early Stopping for Minimal Instruction Tuning
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GPT4RoI: Instruction Tuning LLM on Region-of-Interest
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GPT4RoI: Instruction Tuning Large Language Model on Region-of-Interest paper page: https://
huggingface.co/papers/2307.03
601
… Instruction tuning large language model (LLM) on image-text pairs has achieved unprecedented vision-language multimodal abilities. However, their vision-language -

Teaching Arithmetic to Small Transformers
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Teaching Arithmetic to Small Transformers paper page: https://
huggingface.co/papers/2307.03
381
… Large language models like GPT-4 exhibit emergent capabilities across general-purpose tasks, such as basic arithmetic, when trained on extensive text data, even though these tasks are not explicitly -

Official DragDiffusion Code Released with Gradio Demo
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official code for dragdiffusion is out with a @Gradio demo
— AK (@_akhaliq) 10 juillet 2023
github: https://t.co/5bE4XB10Y1pic.twitter.com/yRKPmiHRQrofficial code for dragdiffusion is out with a @Gradio demo github: https://
github.com/Yujun-Shi/Drag
Diffusion
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AI Image Generation Will Never Threaten Photography Industry
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'I'll even go so far as to say that AI image generation will never pose any kind of real threat to photography. Ever.' https://
fstoppers.com/artificial-int
elligence/photography-officially-dead-all-major-camera-makers-cease-operations-634984
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Google AI Leaders Debate Whether Artificial Intelligence Advances Too Quickly
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Is artificial intelligence advancing too quickly? What #AI leaders at Google say #RuleoftheRobots https://
cbsnews.com/news/google-ar
tificial-intelligence-future-60-minutes-transcript-2023-07-09/
… via @60minutes -

Generative AI Market Set to Reach $1.3 Trillion by 2032
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Per #Bloomberg, the #GenerativeAI market will explode from $67 Billion in 2023 to $1.3 Trillion per year in 2032, reshaping global tech spending. https://
bloomberg.com/company/press/
generative-ai-to-become-a-1-3-trillion-market-by-2032-research-finds/#:~:text=NewYorkJune012023,byBloombergIntelligence(BI)
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AI Reinvents Communications Industry Future
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How Artificial Intelligence Could Reinvent The Communications Industry https://
bit.ly/3TTxiSc via @Forbes #AI #FutureofWork -
Prompt and Process with Ethan Mollick AI Miniseries
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Prompt and Process with Ethan Mollick (AI Miniseries)
#AI #GenerativeAI #machinelearning
CC @Khulood_Almani @amalmerzouk @Analytics_699 @MargaretSiegien @baski_LA @Shi4Tech @CurieuxExplorer @KanezaDiane @ChuckDBrooks @FrRonconi @ingliguori @efipm https://
open.spotify.com/episode/4kbOCD
FbFqYLZpmLHEsAsD?si=uesawsgsS22m6izDVucMPw
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Humble approach to long context lengths with minimal finetuning
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This sounds a bit more humble than the recent 1M or 1B context lengths claims. But this requires only minimal (1000 steps) finetuning. And it allows long document summarization using LLaMA 7B and 65B models, for example. Link to the paper here: https://
arxiv.org/abs/2306.15595 3/3