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
INNOVATION
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Interesting Use Cases of PEFT Parameter Efficient Fine-Tuning
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PEFT: Fine-tuning Large Models on Low-End Hardware
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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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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
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PEFT: Fine-tune Large Language Models on Low-Resource Hardware
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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
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INDIAai Lab2Market 2nd Edition Opens for Project Enrollment
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INDIAai’s flagship program Lab2Market is back with its 2nd edition. Who all can enroll with their projects?
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Lab2Market 2023: Apply Now for AI Project Commercialization
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Interested to participate and reap the benefits of Lab2Market 2023? Send in your applications here: https://
bit.ly/3wMBTKT Share with your connections and ask them to participate in their exciting AI projects! #INDIAai #Lab2Market #AcademicProjects #AIProjects #AI -
Ethics Crucial for Responsible Trustworthy AI Systems Development
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Ethics are crucial for building responsible and trustworthy AI systems. Learn more about the challenges and solutions to ethical AI development and deployment here: https://
indiaai.gov.in/article/ethics
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… @divrakesh @_DigitalIndia @GoI_MeitY @nasscom @NeGD_GoI -
How Tesla’s AI Perceives the World Through FSD Beta
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This is how a Tesla sees our world
— Pascal Bornet (@pascal_bornet) 15 février 2023
Source: FSD Beta 10.9 drive by @WholeMarsBlog#ArtificialIntelligence #selfdriving #innovation #MachineLearning pic.twitter.com/KquiWpvULxThis is how a Tesla sees our world Source: FSD Beta 10.9 drive by @wholemars #ArtificialIntelligence #selfdriving #innovation #MachineLearning
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Intelligent Automation Newsletter #110 Latest Trends
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Intelligent Automation Newsletter #110 https://
linkedin.com/pulse/intellig
ent-automation-newsletter-110-pascal-bornet
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Digitalization Opportunities in Pharma and Life Sciences
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Discover the untapped potential of digitalization in pharma and life sciences. From drug discovery to clinical trials, the opportunities are endless. Read more at: https://
bit.ly/3YLiTZg @Deloitte @mitsmr @JNJMedTech @AstraZeneca @GSK @pfizer @Roche @thermofisher