Fit Your LLM in a single GPU with Gradient Checkpointing, LoRA, and Quantization.
Author(s): Jeremy Arancio Originally published on Towards AI. Fine-tune an LLM on your personal data: create a “The Lord of the Rings” storyteller. This member-only story is on us. Upgrade to access all of Medium. Whoever has ever tried to fine-tune a …
From Data to Dollars: Using Linear Regression
Author(s): Roli Trivedi Originally published on Towards AI. Unraveling the Magic Behind Predictive Analytics Photo by PiggyBank on Unsplash Data-driven decision-making has become a game-changer for businesses in every industry. From optimizing marketing strategies to predicting customer behavior, data holds the key …
Terraform Import: What It Is and How to Use It
Author(s): Kelvin Esosa Originally published on Towards AI. Discover the power of Terraform Import for managing your cloud infrastructure. Our comprehensive guide explores what Terraform Import is, why it’s essential, and a detailed walkthrough on how to use it. Equip yourself to …
Excalidraw: How to Express Yourself in Data Science More Clearly With Drawings
Author(s): Bex T. Originally published on Towards AI. Instead of 1000 words, use a single striking sketch. This member-only story is on us. Upgrade to access all of Medium. All images and gifs are by the author Even though you’ve heard it …
OpenAI’s Evolution: A Race to GPT5
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. In the past, we predict GPT5 This member-only story is on us. Upgrade to access all of Medium. The field of natural language processing (NLP) has witnessed significant advancements in recent …
Top 12 Computer Vision GitHub Repositories
Author(s): Youssef Hosni Originally published on Towards AI. Discover the Most Cutting-Edge Computer Vision GitHub Gems This member-only story is on us. Upgrade to access all of Medium. One of the best places to learn and keep following the news in the …
Google’s Symbol Tuning is a New Fine-Tuning Technique that In-Context Learning in LLMs
Author(s): Jesus Rodriguez Originally published on Towards AI. The new method can become the foundation of new fine-tuning techniques. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning no hype, …
Top Computer Vision Papers During Week From 24/7 To 31/7
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research This member-only story is on us. Upgrade to access all of Medium. Computer vision, a field of artificial intelligence focused on enabling machines to interpret and understand …
This AI newsletter is all you need #58
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week we were excited to see two new developments in AI outside the realm of NLP. The latest development from Meta AI involves …
Self-Supervised Learning and Transformers? — DINO Paper Explained
Author(s): Boris Meinardus Originally published on Towards AI. How the DINO framework achieved the new SOTA for Self-Supervised Learning! Image adapted from original DINO paper [1]. Transformers and Self-Supervised Learning. How well do they go hand in hand? Some people love the …
How Not Be a Garbage Scientist
Author(s): Abhishek Originally published on Towards AI. How to Be a Great Data Scientist and Not a Garbage One: Tips and Tricks to kick off Data journey in the right way Photo by Andrew George on Unsplash “How can I become Data …
The POE Model of Bio-Inspired Hardware Systems
Author(s): Moshe Sipper, Ph.D. Originally published on Towards AI. AI-generated image (craiyon) A 1997 Classic, published in the inaugural issue of the IEEE Transactions on Evolutionary Computation: A Phylogenetic, Ontogenetic, and Epigenetic View of Bio-Inspired Hardware Systems. Living organisms are complex …
A Systematic Approach to Choosing the Best Technology/Vendor: MLOps version
Author(s): Eyal Trabelsi Originally published on Towards AI. The Ultimate Shopping Spree in the ML Shop The emergence of machine learning use cases created a gap in technology which led to too many solutions and buzzwordsU+1F41D. Machine learning is becoming an integral …
ParDo and DoFn Implementation in Apache Beam in Details
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. Conclusion Photo by ODISSEI on Unsplash This member-only story is on us. Upgrade to access all of Medium. Detail Explanation of Code For Beginners I wrote a tutorial on some common transform functions …
What is snowChat?
Author(s): Kaarthikandavar Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. snowchat-streamlit-AI-chatbot Do you struggle with complex SQL queries? Are you lost in a sea of tables while trying to locate a single piece …
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