Understanding Hyper-parameter-tuning of YOLO’s
Author(s): Chinmay Bhalerao Originally published on Towards AI. Different hyper-parameters and their importance in model building Source: Ultralytics YOLOv8 Docs YOLO (You Only Look Once) is a state-of-the-art object detection system that can detect objects in real-time. YOLOv8 is the latest version …
Scale Up Bulk Similarity Calculations for Sparse Embeddings
Author(s): Rodrigo Agundez Originally published on Towards AI. ChunkDot support for sparse matrices Photo by nabil boukala on Unsplash In my previous blog post, I introduced ChunkDot, a library that performs multi-threaded matrix multiplication and cosine similarity. ChunkDot is appropriate for calculating …
Bulk Similarity Calculations for Sparse Embeddings
Author(s): Rodrigo Agundez Originally published on Towards AI. ChunkDot support for sparse matrices Photo by nabil boukala on Unsplash In my previous blog post, I introduced ChunkDot, a library that performs multi-threaded matrix multiplication and cosine similarity. ChunkDot is appropriate for calculating …
This AI newsletter is all you need #43
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, the competition in the race for Generative AI and LLMs continued to intensify. Amazon announced its foray into the space by hosting …
Meet DeepSpeed-Chat: Microsoft’s New Framework to Create ChatGPT-Like Models Using RLHF Training
Author(s): Jesus Rodriguez Originally published on Towards AI. Image Credit: Microsoft Research I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning no hype, no news etc) ML-oriented newsletter that takes 5 minutes to …
Trends in AI — April 2023 // GPT-4, New Prompting Tricks, Zero-shot Video Generation
Author(s): Sergi Castella i Sapé Originally published on Towards AI. GPT-4 has arrived; it’s already everywhere. ChatGPT plugins bring augmented LMs to the masses, new Language Model tricks are discovered, Diffusion models for video generation, Neural Radiance Fields, and more. Just three …
This AI newsletter is all you need #42
Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie AI agents were in the spotlight in the AI and LLM community this week because of projects like Auto-GPT. The concept is that language …
A Data Scientist’s Guide to Prompt Engineering
Author(s): Supreet Kaur Originally published on Towards AI. Photo by Unsplash.com The launch of ChatGPT has sparked significant interest in generative AI, and people are becoming more familiar with the ins and outs of large language models. Many individuals, including myself, have …
Case Study Interview Questions on Statistics for Data Science
Author(s): Simranjeet Singh Originally published on Towards AI. Introduction Welcome to the world of data science, where statistics are the foundation upon which we build insights and solutions. Whether you’re just starting out or you’re a seasoned data professional, it’s essential to …
Maximizing Your Productivity: 5 Innovative Ways to Utilize ChatGPT in Your Work
Author(s): Serop Baghdadlian Originally published on Towards AI. Photo by Choong Deng Xiang on Unsplash “ChatGPT is an advanced natural language processing (NLP) model developed by OpenAI, one of the leading artificial intelligence research organizations in the world. It has been trained …
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