marktechpost3d
DeepSeek AI Releases DeepGEMM: An FP8 GEMM Library that Supports both Dense and MoE GEMMs Powering V3/R1 Training and Inference
Efficient matrix multiplications remain a critical component in modern deep learning and high-performance computing. As models become increasingly complex, conventional approaches to General Matrix ...
marktechpost4d
DeepSeek AI Releases DeepEP: An Open-Source EP Communication Library for MoE Model Training and Inference
Large language models that use the Mixture-of-Experts (MoE) architecture have enabled significant increases in model capacity without a corresponding rise in computation. However, this approach also ...
marktechpost4d
Getting Started with GitHub: Upload, Clone, and Create a README
GitHub is an essential platform for version control and collaboration. This guide will walk you through three fundamental GitHub skills: creating and uploading a repository, cloning an existing ...
marktechpost5d
What are AI Agents? Demystifying Autonomous Software with a Human Touch
In today’s digital landscape, technology continues to advance at a steady pace. One development that has steadily gained attention is the concept of the AI agent—software designed to perform tasks ...
marktechpost5d
Meta AI Introduces MLGym: A New AI Framework and Benchmark for Advancing AI Research Agents
The ambition to accelerate scientific discovery through AI has been longstanding, with early efforts such as the Oak Ridge Applied AI Project dating back to 1979. More recent advancements in ...
marktechpost5d
This AI Paper from Weco AI Introduces AIDE: A Tree-Search-Based AI Agent for Automating Machine Learning Engineering
The development of high-performing machine learning models remains a time-consuming and resource-intensive process. Engineers and researchers spend significant time fine-tuning models, optimizing ...
marktechpost5d
Microsoft Researchers Introduces BioEmu-1: A Deep Learning Model that can Generate Thousands of Protein Structures Per Hour on a Single GPU
Proteins are the essential component behind nearly all biological processes, from catalyzing reactions to transmitting signals within cells. While advances like AlphaFold have transformed our ability ...
marktechpost5d
Getting Started with Google Colab: A Beginner’s Guide to Free Cloud Computing
In today’s data-driven world, having access to powerful computing resources is essential for developers, data scientists, and students alike. Enter Google Colab – a game-changing platform that ...
marktechpost5d
Building a Legal AI Chatbot: A Step-by-Step Guide Using bigscience/T0pp LLM, Open-Source NLP Models, Streamlit, PyTorch, and Hugging Face Transformers
In this tutorial, we will build an efficient Legal AI CHatbot using open-source tools. It provides a step-by-step guide to creating a chatbot using bigscience/T0pp LLM, Hugging Face Transformers, and ...
marktechpost5d
Optimizing Training Data Allocation Between Supervised and Preference Finetuning in Large Language Models
Large Language Models (LLMs) face significant challenges in optimizing their post-training methods, particularly in balancing Supervised Fine-Tuning (SFT) and Reinforcement Learning (RL) approaches.
marktechpost6d
Sony Researchers Propose TalkHier: A Novel AI Framework for LLM-MA Systems that Addresses Key Challenges in Communication and Refinement
LLM-based multi-agent (LLM-MA) systems enable multiple language model agents to collaborate on complex tasks by dividing responsibilities. These systems are used in robotics, finance, and coding but ...
marktechpost6d
Meta AI Releases the Video Joint Embedding Predictive Architecture (V-JEPA) Model: A Crucial Step in Advancing Machine Intelligence
Humans have an innate ability to process raw visual signals from the retina and develop a structured understanding of their surroundings, identifying objects and motion patterns. A major goal of ...