The Python Decorator That Supercharges Developer Experience 🚀
Author(s): Matan Kleyman Originally published on Towards AI. The Python Decorator That Supercharges Developer Experience U+1F680 Python’s @overload decorator, found in the typing builtin Python module, allows developers to specify multiple type-specific signatures for a function or method. This provides a foundation …
Top 10 Open Source LLMs To USE In Your Next LLM Application
Author(s): Youssef Hosni Originally published on Towards AI. Build LLM Based Applications Without Getting Run Out of Money This member-only story is on us. Upgrade to access all of Medium. Large language model-based applications have been on the hype for the last …
Multi-resolution Image Processing and Compression
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Making computer vision easy with Monk, low code Deep Learning tool and a unified wrapper for Computer Vision. Reference: Google Image Table of contents Multi-scale Image processing Image pyramids Image pyramids using OpenCV …
The Most Recent OpenAI Model: Whisper
Author(s): Louis Bouchard Originally published on Towards AI. A good transcription tool that would accurately understand what you say and write it down https://www.youtube.com/embed/uFOkMme19Zs Have you ever dreamed of a good transcription tool that would accurately understand what you say and write …
Shapash 2.3.0: Enhancing Webapp Built-In Features for Comprehensive Machine Learning Model Interpretation
Author(s): Maxime Lecardonnel Originally published on Towards AI. The interpretability of machine learning models is a constantly evolving research area that aims to make the decisions made by these algorithms understandable to humans. Shapash addresses these challenges by providing clear and precise …
Integrate Mini-ChatGPT in Your Commercial Application Using LangChain
Author(s): Serop Baghdadlian Originally published on Towards AI. How can we use it from Langhcain? Forget OpenAI API and start using the newly released commercial LLM GPT4all-J on Langchain Screenshot by the author from GPT4all Langchain is increasingly becoming the preferred framework …
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 …
Orca 13B: Imitating GPT-4 the “Right” Way
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Limited diversity Paper argues that all other small models are imitating GPT-4 the wrong way (style) but not the right way (reasoning). Lack of rigorous testing makes these small models look …
Why Open Source Models May Not Win The AI Race
Author(s): Assaf Elovic Originally published on Towards AI. And Why Incumbents like Google, Facebook, and Microsoft Still Hold the Throne The rapid progress in open-source models has given rise to the belief that these models could pose a significant challenge to incumbent …
The future of Artificial Intelligence is Open-source! Here’s why?
Author(s): Janik and Patrick Tinz Originally published on Towards AI. Open-source AI gets Big Tech in trouble Photo by Tim Mossholder on Unsplash Developments in open-source artificial intelligence (AI) have accelerated massively in the last three months. So it stands to reason …
While Google and OpenAI Fight for the AI Bone, the Open Source Community Is Running Away with It
Author(s): Massimiliano Costacurta Originally published on Towards AI. “Hey, did you hear? they say Google and OpenAI don’t have a competitive advantage in LLM.”“Yeah, sure… who said it?”“Google.”“Wait a minute…” Photo by Kai Wenzel on Unsplash One week ago SemiAnalysis released a …
Top 5 Open-Source Data Catalogs in 2023
Author(s): Joshua Yeung Originally published on Towards AI. Photo by Thought Catalog on Unsplash The world is increasingly becoming driven by data. With this influx of data, it is paramount that businesses have a comprehensive open-source data catalog to organize, store and …
Top Sites for Open-Source Dataset
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Utilize these websites to acquire datasets for your projects This member-only story is on us. Upgrade to access all of Medium. Photo by Scott Graham on Unsplash Data is the heart of every …
Top 10 Open-Source Data Science Tools in 2022
Author(s): Arunn Thevapalan Originally published on Towards AI. An opinionated collection of libraries you definitely would want to checkout This member-only story is on us. Upgrade to access all of Medium. Image created by the author via Canva I’m not going to …
Machine Learning Resources from Sebastian Raschka
Author(s): Benjamin Obi Tayo Ph.D. Originally published on Towards AI. Open-source resources from a bestselling author and machine learning expert that will enable you to unlock deeper insights into cutting-edge machine learning and deep learning Photo by Christopher Gower on Unsplash In …
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