​ Amazon SageMaker Automatic Model Tuning has introduced Autotune, a new feature to automatically choose hyperparameters on your behalf. This provides an accelerated and more efficient way to find hyperparameter ranges, and can provide significant optimized budget and time management for your automatic model tuning… Read More »Amazon SageMaker Automatic Model Tuning now automatically chooses tuning configurations to improve usability and cost efficiency Jas Singh AWS Machine Learning Blog

​ This post is co-written with Philipp Schmid from Hugging Face. We have all heard about the progress being made in the field of large language models (LLMs) and the ever-growing number of problem sets where LLMs are providing valuable insights. Large models, when trained… Read More »Train a Large Language Model on a single Amazon SageMaker GPU with Hugging Face and LoRA Philipp Schmid AWS Machine Learning Blog

​ In recent years, the need for competent programmers has increased the number of people learning to code. However, a teacher shortage makes it difficult to create tailored learning experiences. Students sometimes need help with novel programming languages and difficult code samples. Natural Language Generation… Read More »Meet GPTutor: A ChatGPT-Powered Programming Tool For Code Explanation Provided As A VSCode Extension Mahmoud Ghorbel Artificial Intelligence Category – MarkTechPost

​ This post is co-written with Philipp Schmid and Jeff Boudier from Hugging Face. Today, as part of Amazon Web Services’ partnership with Hugging Face, we are excited to announce the release of a new Hugging Face Deep Learning Container (DLC) for inference with Large… Read More »Announcing the launch of new Hugging Face LLM Inference containers on Amazon SageMaker Philipp Schmid AWS Machine Learning Blog

​ Jiusheng Chen’s team just got accelerated. They’re delivering personalized ads to users of Microsoft Bing with 7x throughput at reduced cost, thanks to NVIDIA Triton Inference Server running on NVIDIA A100 Tensor Core GPUs. It’s an amazing achievement for the principal software engineering manager… Read More »Microsoft Bing Speeds Ad Delivery With NVIDIA Triton Shankar Chandrasekaran – Archives Page 1 | NVIDIA Blog

​ Editor’s note: This is part of a series profiling researchers advancing science with high performance computing.  Maria Girone is expanding the world’s largest network of scientific computers with accelerated computing and AI. Since 2002, the Ph.D. in particle physics has worked on a grid… Read More »Accelerating the Accelerator: Scientist Speeds CERN’s HPC With GPUs, AI Rick Merritt – Archives Page 1 | NVIDIA Blog

​ Home Table of Contents CycleGAN: Unpaired Image-to-Image Translation (Part 3) Configuring Your Development Environment Need Help Configuring Your Development Environment? Project Structure Implementing CycleGAN Training Implementing Training Callback Implementing Data Pipeline and Model Training Perform Image-to-Image Translation Summary Citation Information CycleGAN: Unpaired Image-to-Image Translation… Read More »CycleGAN: Unpaired Image-to-Image Translation (Part 3) Shivam Chandhok PyImageSearch

​ A recent study has highlighted the effectiveness of natural language feedback in improving the performance of language models. A team of researchers from KAIST has introduced a new SelFee model designed explicitly for self-feedback and self-revision generation. Unlike previous approaches, SelFee does not require… Read More »Meet SelFee: An Iterative Self-Revising LLM Empowered By Self-Feedback Generation Niharika Singh Artificial Intelligence Category – MarkTechPost

​ Large Language Models (LLMs) have successfully catered their way into the challenging areas of Artificial Intelligence. With their amazing ability to produce unique and creative content with great linguistic accuracy and consistency, LLMs are helping out in every industry. Large Language Models are often… Read More »Say Goodbye to Costly Auto-GPT and LangChain Runs: Meet ReWOO – The Game-Changing Modular Paradigm that Cuts Token Consumption by Detaching Reasoning from External Observations Tanya Malhotra Artificial Intelligence Category – MarkTechPost