Fine Tune GPT Models Using Lit-Parrot by Lightening-AI
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. BYOD Bring Your Own Data! and Let's Train on Your GPU Lit-Parrot is a hackable implementation of state-of-the-art open-source large language models: StabilityAI StableLMEleutherAI PythiaTogether RedPajama-INCITETII UAE Falcon Lit-Parrot has been …
How Artificial Intelligence Can Empower the Daily Life of Those with Asperger’s Syndrome.
Author(s): Jason Jones Originally published on Towards AI. Photo by Annie Spratt on Unsplash Living with Asperger’s syndrome can present unique challenges in navigating everyday life. However, the rapid advancement of artificial intelligence (AI) technologies has provided remarkable opportunities for individuals like …
WizardLM: Fully Open-source Automated Instruction Data Generator
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Automate tedious steps of instruction-based training data generation Instruction tuning on open-domain LLMs (LLaMA, MPT, Falcon) has worked fantastically! But manually creating instruction data is really time-consuming and humans are lazy …
AlphaDev: Sorting Algorithm “Hold My Beer”
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. AlphaDev uncovered a faster algorithm for sorting, a method for ordering data. Billions of people use these algorithms every day without realizing it Just when you started to think as ChatGPT …
High-Speed Inference with llama.cpp and Vicuna on CPU
Author(s): Benjamin Marie Originally published on Towards AI. You don’t need a GPU for fast inference A vicuna — Photo by Parsing Eye on Unsplash For inference with large language models, we may think that we need a very big GPU or …
3 Open-Source Python Packages to Track Data Science Experiments
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Log your important information with these packages. Photo by Kelly Sikkema on Unsplash Experimentation is at the heart of the data science process, as the activity defines the science of data science. It …
GPT-4: 8 Models in One; The Secret is Out
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. GPT4 kept the model secret to avoid competition, now the secret is out! Top highlight The GPT4 model has been THE groundbreaking model so far, available to the general public either …
A Detailed Tutorial on Polynomial Regression in Python, Overview, Implementation, and Overfitting
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. Complete code in Python Photo by Joshua Reddekopp on Unsplash I have been writing tutorials on Machine learning, deep learning, data visualization, analysis, and statistics for some time. But I realized I didn’t …
5 Things I Learned From Berlin Buzzwords 2023
Author(s): ___ Originally published on Towards AI. Exploring the World of Search — Insights from E-commerce Infrastructure to Effective Technical Communication Berlin Buzzwords is a conference held in Germany that centers around the intricate dynamics of storing, processing, streaming, and exploring vast …
Beyond Science Fiction: Trascendence’s Legacy in the Age of ChatGPT
Author(s): Andrea Valenzuela Originally published on Towards AI. Comparing fictional and actual AI landscapes Image by Geoffrey Moffett in Unsplash. Picture this: a much-needed movie night with colleagues, an escape from the relentless grind of personal projects and deadlines. U+2705 SnacksU+2705 Big …
Skyrocket Your Productivity with ChatGPT Chrome Extensions
Author(s): Ali Originally published on Towards AI. I have actually benefited from these extensions, you can do too… Photo by Andrea Piacquadio: https://www.pexels.com/photo/woman-in-pink-sweater-using-laptop-3764402/ ChatGPT has revolutionized the way we work, learn, and search for information. It has proven to be an incredibly …
Decoding Generative AI Expertise in the Matrix
Author(s): Myra Roldan Originally published on Towards AI. Photo by Markus Spiske on Unsplash Welcome to the “Generative AI Matrix”, where everyone is a chosen one, destined to guide you through the virtual rabbit hole of “Harnessing the Power of ChatGPT” and …
Accented Speech Recognition: The Inclusive Realm of Automatic Speech Recognition Systems
Author(s): Toluwani Aremu Originally published on Towards AI. Photo by Jonathan Borba on Unsplash “Hey Google!” “Hey Siri!” “Hey Cortana!” “Bixby!!” “ALEXAAAA!!!” Yes, I was that frustrated trying to see if Google was the problem or if I was! In the summer …
LlamaIndex: Use the Power of LLMs on Your Data
Author(s): Janik and Patrick Tinz Originally published on Towards AI. A beginner-friendly tutorial: Get answers over your documents Image by unDraw Everyone has been talking about Large Language Models (LLMs). ChatGPT shows the power of this phenomenal technology in an impressive way. …
Accessing Open-Source Packages Safely Behind Corporate Firewalls
Author(s): John Adeojo Originally published on Towards AI. How Repository Mirroring Enables Enterprise Data Science Teams to Safely Innovate Image by Author: Generated with Midjourney The creation of custom AI tools, encompassing both traditional pattern recognition algorithms and cutting-edge generative AI, necessitates …
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