INNOVATION

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LearnOpenCV Reaches 500+ Backers for AI Art Generation Course

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@learnopencv

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15 February 2023 12h44

Exciting news!
We are thrilled to announce that we have reached 500+ backers and counting.
Our brand new course on Mastering AI Art Generation is up for grabs. Join the AI Art Generation revolution. https://
bit.ly/3jQvFqM #kickstarter #AI #AIart #campaign #computervision

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Prompt Engineer roles materialize with 250-300K salary offers

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@dotcsv

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15 February 2023 11h03

¡Pues ojo! Que el trabajo de PROMPT ENGINEER se materializa como una realidad, por un salario de 250-300K$. Claro, a este nivel tiene bastante sentido. Ellos está desarrollando un nuevo modelo y necesitan gente que descubra, extraiga y documente los mejores usos. Interesante.

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Early Bird Offer Ends Soon Kickstarter Campaign Goal Reached

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@learnopencv

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15 February 2023 10h53

🎉Reached our goal of $5,000 in 17 minutes!
Book your seat NOW before the Early Bird OFFER ends.
▶️https://t.co/TOkZa2q4AE #kickstarter #AI #AIart #campaign #computervision #machinelearning #deeplearning #artificialintelligence #artgeneration #stablediffusion #aiartgenerator pic.twitter.com/6np1xENwWY
— Satya Mallick (@LearnOpenCV) 15 février 2023

Reached our goal of $5,000 in 17 minutes!
Book your seat NOW before the Early Bird OFFER ends. https://
bit.ly/3jQvFqM #kickstarter #AI #AIart #campaign #computervision #machinelearning #deeplearning #artificialintelligence #artgeneration #stablediffusion #aiartgenerator

Hugging Face PEFT Project: Open Source Repository and Blog Overview

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15 February 2023 9h30

This Project from Hugging Face is completely Open Source, Check out the repo here: https://
github.com/huggingface/pe
ft
… Consider checking this blog from Hugging Face Team for more detailed overview. https://
huggingface.co/blog/peft 5/5

Interesting Use Cases of PEFT Parameter Efficient Fine-Tuning

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15 February 2023 9h30

Some of the interesting usecases of PEFT are: 1. Stable Diffusion Dreambooth training.
2. Finetuning the `bigscience/T0_3B` model which has around 3 Billion Parameters. Checkout them here: https://
github.com/huggingface/pe
ft#use-cases
… 3/5

PEFT: Fine-tuning Large Models on Low-End Hardware

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15 February 2023 9h30

But fine-tuning large models on low-end hardware is a real challenge PEFT solves this by fine-tuning a small number of model parameters while freezing most parameters of the pre-trained LLMs. This reduces the computational and storage costs 2/5 https://
github.com/huggingface/pe
ft
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Fine-tuning: Faster Model Adaptation for Specific Tasks

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15 February 2023 9h30

In simple words fine-tuning is taking a pre-trained machine learning model and adjusting it for a specific task Fine-tuning is much faster than training a model from scratch and also reduces the amount of data, compute required for training and lot of other benefits 1/5

PEFT: Fine-tune Large Language Models on Low-Resource Hardware

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15 February 2023 9h30

Large Language models are expensive to fine-tune and it's really difficult to train them on local hardware. Introducing PEFT ("Parameter-Efficient Fine-Tuning") from Hugging Face that lets you fine-tune Billion Parameter Models on Low-Resource Hardware. A Thread