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. …
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 …
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 …
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 …
This AI newsletter is all you need #90
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, we saw a continued rapid pace of new LLM releases and the recent accelerated development of robotics foundation models. Cohere released its …
Semantic Caching in Generative AI Chatbots
Author(s): Marie Stephen Leo Originally published on Towards AI. Reduce LLM latency and cost by over 95% using OpenAI, LiteLLM, Qdrant, and Sentence Transformers!Image generated by Author using Dall E 3 Latency and costs are significant challenges with LLM-based chatbots today. The …
How I Organized a One-week University Course on Deep Learning
Author(s): Rodrigo da Motta C. Carvalho Originally published on Towards AI. A hot topic in Data Science is how to teach it. Therefore, if you are looking for ways to detangle this massive topic into clear fields, this article suits you as …
Revolutionary Computer Vision
Author(s): Enos Jeba Originally published on Towards AI. The amazing projects inspired me to look at computer vision as the most comfortable field I would ever work in. I like getting my head into different fields and trying to connect the dots …
Ethics in AI Made Easy: Value-Sensitive Design for Data Scientists
Author(s): Jelle Van Bost Originally published on Towards AI. Practical Strategies for Building Trustworthy AlgorithmsImage generated by the author on leonardo.ai — Commercial license Remember those jeans you swore fit two years ago? The ones you confidently squeezed in, only to experience …
Learn AI Together — Towards AI Community Newsletter #15
Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, fellow AI enthusiast! While GPT-4 has lost its benchmark lead with the release of Anthropic’s Claude 3, it still dominates LLM usage in advanced applications, and this week, we saw …
A Comprehensive Study Plan to Master Machine Learning in 8 Weeks
Author(s): Usman Aslam Originally published on Towards AI. Unlock the secrets of machine learning mastery in just 8 weeks! Your ultimate and detailed study plan for success is revealed!Image Credit: Tatiana Shepeleva Hey aspiring machine learning enthusiasts, it’s Usman! Get ready for …
Unveiling Apple’s AI Strategy with MGIE
Author(s): Ignacio de Gregorio Originally published on Towards AI. The Truth Behind Apple’s Secrecy What the heck is Apple doing? That question might be the talk of the town these days on Wall Street. While Microsoft rides the OpenAI wave, Google pushes …
Simple Method to Generate Useful Synthetic Data
Author(s): Peter Chung Originally published on Towards AI. Read time ~5 minutes It’s become a very common phrase, but ‘data is the new oil’ rings louder and truer with each passing year. Working with large language models, developers typically face 2 big …
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