marktechpost3d
Enhancing Instruction Tuning in LLMs: A Diversity-Aware Data Selection Strategy Using Sparse Autoencoders
Pre-trained LLMs require instruction tuning to align with human preferences. Still, the vast data collection and rapid model iteration often lead to oversaturation, making efficient data selection a ...
marktechpost3d
Convergence Releases Proxy Lite: A Mini, Open-Weights Version of Proxy Assistant Performing Pretty Well on UI Navigation Tasks
In today’s digital landscape, automating interactions with web content remains a nuanced challenge. Many existing solutions are resource-intensive and tailored for narrowly defined tasks, which limits ...
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
Open-Reasoner-Zero: An Open-source Implementation of Large-Scale Reasoning-Oriented Reinforcement Learning Training
Large-scale reinforcement learning (RL) training of language models on reasoning tasks has become a promising technique for mastering complex problem-solving skills. Currently, methods like OpenAI’s ...
marktechpost4d
This AI Paper from Menlo Research Introduces AlphaMaze: A Two-Stage Training Framework for Enhancing Spatial Reasoning in Large Language Models
Artificial intelligence continues to advance in natural language processing but still faces challenges in spatial reasoning tasks. Visual-spatial reasoning is fundamental for robotics, autonomous ...
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 ...
marktechpost4d
Optimizing LLM Reasoning: Balancing Internal Knowledge and Tool Use with SMART
Recent advancements in LLMs have significantly improved their reasoning abilities, enabling them to perform text composition, code generation, and logical deduction tasks. However, these models often ...
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
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
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
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 ...