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
@sumanth_077
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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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Kaggle as the Essential Starting Point for Machine Learning
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Kaggle is all you need to get started with ML.
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Three Years of Machine Learning Journey with Andrew Ng
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3 years back started my Machine Learning Journey with AndrewNG on Coursera. And now getting followed by Andrew here on Twitter Thankful to you all for the support and hope I'm doing something useful for the ML Community
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Python Data Science Machine Learning Daily Content Follow
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That's it. Thanks for reading. If you are interested in Python, Data Science and Machine Learning. Follow me @Sumanth_077
, will be sharing daily content Also, leave a like and retweet the first tweet and help this reach more people:) -
7 Magic Commands to Save Time in Jupyter Notebooks
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If you are using jupyter notebooks for python or data science, these 7 magic commands will save you a ton of time:
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Jax’s Powerful Features: XLA and Auto Differentiation
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Indeed, Jax is really powerful. Also, the features like XLA and Auto Differentiation makes it even more handy. Good share Akshay.
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Daily Python and Machine Learning Tutorials Newsletter
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That's it. Thanks for reading. Every day, I share tutorials around Python & Machine Learning. Follow me @Sumanth_077 If you like this content you will definitely love my newsletter as well. Subscribe here: http://
mlnewsletter.substack.com -
New Channel: Machine Learning, Industry Interviews, Projects
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7. Sumanth P Finally you can check out my channel. I will be creating content on Machine Learning and Interview People from the Industry. I will also be creating End to End Projects, Crash Courses, and content on Open Source Machine Learning Tools.
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1 Little Coder: Underrated AI Trends Channel Recommendation
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6. 1 Little Coder: One of the most underrated channels out there from @1littlecoder Check out this to stay updated with all the new trends happening in the field of AI. https://
youtube.com/@1littlecoder