Machine Learning in a non-Euclidean Space
Author(s): Mastafa Foufa Originally published on Towards AI. Chapter III. What examples of non-Euclidean ML should you remember?Photo by Greg Rosenke on Unsplash This post was co-authored with Aniss Medbouhi and is based on his research under Prof. Danica Kragicβs supervision, at …
FastEval: Single Click Evaluation of Language Models
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Evaluation of various benchmarks with a single command FastEval is a tool designed to accelerate the evaluation process of instruction-following and chat language models. It stands out for its efficiency, providing …
Fine-tune Mixtral-8x7B Quantized with AQLM (2-bit) on Your GPU
Author(s): Benjamin Marie Originally published on Towards AI. A surprisingly good and efficient alternative to QLoRA for fine-tuning very large modelsGenerated with DALL-E Mixtral-8x7B is one of the best open LLMs. It is also very challenging to fine-tune it on consumer hardware. …
Top Important Computer Vision Papers for the Week from 04/03 to 10/03
Author(s): Youssef Hosni Originally published on Towards AI. Stay Updated with Recent Computer Vision Research Every week, several top-tier academic conferences and journals showcased innovative research in computer vision, presenting exciting breakthroughs in various subfields such as image recognition, vision model optimization, …
Unveiling the Magic Behind Stable Diffusion 3
Author(s): Ignacio de Gregorio Originally published on Towards AI. Itβs not just another AI-image model This week Stability AI announced Stable Diffusion 3 (SD3), the next evolution of the most famous open-source model for image generation. It displays amazing results in fidelity …
Mastering Midjourney β Creating Characters to use with cref
Author(s): PromptDervish Originally published on Towards AI. Not every character is cref ready, here are some tips for creating characters that will work better with the character reference tool. In my previous article about Cute Characters I discovered that non-humanoid creatures do …
Folium: Create Interactive Leaflet Maps
Author(s): Himanshu Sharma Originally published on Towards AI. Introduction to Folium, a Python library used to create mapsSource: By Author In this article, we will explore Folium, a Python library that makes it easy to visualize data thatβs been manipulated in Python …
The Design Shift: Building Applications in the Era of Large Language Models
Author(s): Jun Li Originally published on Towards AI. Photo by Martin Martz on Unsplash A new trend has recently reshaped our approach to building software applications: the rise of large language models (LLMs) and their integration into software development. LLMs are much …
The Most Common Errors in Deep Learning (Shape Errors)
Author(s): Fatma Elik Originally published on Towards AI. Photo by Siora Photography on Unsplash Shape errors occur when the shape of the input tensor does not match the expected shape for the tensor operation. These errors occur quite often when dealing with …
Learn AI Together β Towards AI Community Newsletter #16
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, we curated some exciting discussions, opportunities, and resources from the community. Diving first into the current Whatβs AI series covering the impact of AI in todayβs …
3 Ways to Learn Data Science and Get a Job in 2024
Author(s): Boris Meinardus Originally published on Towards AI. How do you best learn Data Science and then get a Job? How long does it take, and how much does it cost? What is data science??? There are so many questions you guys …
Two Case Studies on Midjourneyβs Consistency in Character Imaging
Author(s): Meng Li Originally published on Towards AI. Created by Meng Li Hey friends, have you ever pondered this question? When youβre creating a movie or writing a novel, you always want the same character to appear in different scenes and backgrounds, …
Understanding Distributed Computing
Author(s): Renu Gehring Originally published on Towards AI. Photo by charlesdeluvio on Unsplash I am having coffee and a slice of poundcake one afternoon with my imaginary friend, Mr. Pound, in his charming and entirely fictitious bakery, βPound Cakes and Moreβ. Business …
How to use LLMs locally with ollama and Python
Author(s): Andrea D’Agostino Originally published on Towards AI. This article will walk you through using ollama, a command line tool that allows you to download, explore and use Large Language Models (LLM) on your local PC, whether Windows, Mac or Linux, with …
Streamline ML Workflow with MLflowοΈ β Part I
Author(s): ronilpatil Originally published on Towards AI. PoA β Experiment Tracking U+1F504 U+007C Model Registry U+1F3F7οΈ U+007C Model Serving U+1F680 Photo by ε€ εη½ on Unsplash Hi folks, In this blog Iβll explain βHow can we leverage MLflow to track the machine …
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