How to Save and Load Deep Learning Models with Keras?
Author(s): Tirendaz AI Originally published on Towards AI. Learn how to use ModelCheckpoint callback Image by Freepik Training deep learning models is a time-consuming process. You can save model progress during and after training. So, you can resume the training of a …
Meet MiniGPT-4: The Surprising Open Source Vision-Language Model that Matches the Performance of GPT-4
Author(s): Jesus Rodriguez Originally published on Towards AI. The model expands Vicuna with vision capabilities similar to BLIP-2 in one of the most interesting open source releases in the multi-modality space. Top highlight Created Using Midjourney I recently started an AI-focused educational …
MiniGPT-4: ChatGPT for your images
Author(s): Sriram Parthasarathy Originally published on Towards AI. Use MiniGPT-4 to describe your images in detail, identify objects, recognize scenes, and generate captions & social media ads. MiniGPT-4 is an AI model that uses a combination of language and visual processing to …
H2Oai releases Fully OpenSourced GPT
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. h2oGPT-20B, h2oGPT-12B v1, and h2oGPT-12B v2 models have been released with Apache 2.0 license (Completely free for even commercial use case) On April 21st, H2O.ai decided to make a splash in …
LLM Replacing Doctors! Med-PaLM 2
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Med-PaLM 2, consistently performed at an “expert” doctor level on medical exam questions, scoring 85% Large Language Models have made remarkable progress in recent years. Large Language Models don’t really have …
Let’s Learn Deep Learning Together with Python!
Author(s): Gencay I. Originally published on Towards AI. Unlocking the Power of Deep Learning: A Comprehensive Guide to Python, for Mastering Deep Learning along with Data Science. Image by Author —Let’s Learn Deep Learning Together with Did you know that deep learning …
Inside Generative Agents: Google and Stanford University’s Generative AI Method that Created Agents that Simulated Human Behavior
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the most fascinating papers of the year uses generative AI to provide some insights into the emergence of human behavior. Image Credit: Google-Stanford University I recently started an AI-focused educational newsletter, that …
Google Says You Don’t Need Doctors! I have doubts
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. An ML-based approach to better characterize lung diseases. Understanding the complex interplay between genetics and the environment can help us better predict and prevent diseases. To achieve this understanding, large national …
ChatGPT vs AI Detectors — Place your Bets!
Author(s): Andrea Valenzuela Originally published on Towards AI. Testing the Most Popular AI Detectors on the Internet Image generated by Dall-E 2. OpenAI image generator. After the emergence of text-generation technologies such as ChatGPT and the heated discussions surrounding the implications of …
Uncovering the Illusion: A Closer Look at Simpson’s Paradox and Its Implications for Statistical Analysis
Author(s): Abhishek Originally published on Towards AI. How to Detect and Avoid Simpson’s Paradox: A Statistical Phenomenon that Can Challenge Our Intuition and Assumptions Photo by 愚木混株 cdd20 on Unsplash Table of contents: Introduction Real-world incidents in history Analysing real-world data examples …
Meet CodeT5+: Salesforce Research New Open Source Code Generation LLMs
Author(s): Jesus Rodriguez Originally published on Towards AI. The suite of models exhibited abilities such as zero-shot learning and mathematical reasoning. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning …
Boost Your Data Science, ML, and CV Projects: Essential Tools for Effective Project Management
Author(s): Chinmay Bhalerao Originally published on Towards AI. Make your builds and projects faster with these tools Photo by Eden Constantino on Unsplash ML or data science projects are very huge to build as they contain many types of files and many …
Inside StarCoder: The New Open Source LLM that Can Generative Code in Over 80 Programming Languages
Author(s): Jesus Rodriguez Originally published on Towards AI. The new project is part of the BigCode initiative by Hugging Face and ServiceNow. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
Simple Data Application Building with Taipy: Stock Portfolio Tutorial
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn how to build a full-stack Python-based application with minimum code. Photo by Yiorgos Ntrahas on Unsplash Building applications has never been easier in this current era. With many open-source Python packages available, …
Deep Learning from Scratch in Modern C++: Cost Functions
Author(s): Luiz doleron Originally published on Towards AI. Let’s have fun by implementing Cost Functions in pure C++ and Eigen. In machine learning, we usually model problems as functions. Therefore, most of our work consists of finding ways to approximate functions using …
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