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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. It’s 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 — 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 that’s 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 — 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 What’s AI series covering the impact of AI in today’s …
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 Midjourney’s 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 you’re 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, “Pound Cakes and More”. 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 MLflow️ — Part I
Author(s): ronilpatil Originally published on Towards AI. PoA — Experiment Tracking U+1F504 U+007C Model Registry U+1F3F7️ U+007C Model Serving U+1F680 Photo by 夜 咔罗 on Unsplash Hi folks, In this blog I’ll explain “How can we leverage MLflow to track the machine …
How will AI impact Healthcare?
Author(s): Louis-François Bouchard Originally published on Towards AI. What will the future of healthcare look like? Originally published on louisbouchard.ai, read it 2 days before on my blog! Imagine taking a pill no one else can take, guaranteeing good health only for …
You Won’t Believe How This Python Library Unlocks GPT-4 Level Features with Claude 3
Author(s): Vatsal Saglani Originally published on Towards AI. Illustration generated by DALL-E The OpenAI models are great at generating structured text data. They used this ability of their LLMs and implemented function calling. Function calling classifies what function to call and what …
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