Training LLMs to self-detoxify their language
Source: MIT News – Artificial intelligence As we mature from childhood, our vocabulary — as well as the...
Underdamped Diffusion Samplers Outperform Traditional Methods: Researchers from Karlsruhe Institute of Technology, NVIDIA, and Zuse Institute Berlin Introduce a New Framework for Efficient Sampling from Complex Distributions with Degenerate Noise
Source: MarkTechPost Diffusion processes have emerged as promising approaches for sampling from complex distributions but face significant challenges...
Foundation Models No Longer Need Prompts or Labels: EPFL Researchers Introduce a Joint Inference Framework for Fully Unsupervised Adaptation Using Fine-Tuning and In-Context Learning
Source: MarkTechPost Foundation models, often massive neural networks trained on extensive text and image data, have significantly shifted...
Reasoning Models Know When They’re Right: NYU Researchers Introduce a Hidden-State Probe That Enables Efficient Self-Verification and Reduces Token Usage by 24%
Source: MarkTechPost Artificial intelligence systems have made significant strides in simulating human-style reasoning, particularly mathematics and logic. These...
NVIDIA AI Releases UltraLong-8B: A Series of Ultra-Long Context Language Models Designed to Process Extensive Sequences of Text (up to 1M, 2M, and 4M tokens)
Source: MarkTechPost Large language mdoels LLMs have shown remarkable performance across diverse text and multimodal tasks. However, many...
LightPROF: A Lightweight AI Framework that Enables Small-Scale Language Models to Perform Complex Reasoning Over Knowledge Graphs (KGs) Using Structured Prompts
Source: MarkTechPost Large Language Models (LLMs) have revolutionized natural language processing, with abilities on complex zero-shot tasks through...
Google AI Introduce the Articulate Medical Intelligence Explorer (AMIE): A Large Language Model Optimized for Diagnostic Reasoning, and Evaluate its Ability to Generate a Differential Diagnosis
Source: MarkTechPost Developing an accurate differential diagnosis (DDx) is a fundamental part of medical care, typically achieved through...
Step by Step Coding Guide to Build a Neural Collaborative Filtering (NCF) Recommendation System with PyTorch
Source: MarkTechPost This tutorial will walk you through using PyTorch to implement a Neural Collaborative Filtering (NCF) recommendation...
This AI Paper from Salesforce Introduces VLM2VEC and MMEB: A Contrastive Framework and Benchmark for Universal Multimodal Embeddings
Source: MarkTechPost Multimodal embeddings combine visual and textual data into a single representational space, enabling systems to understand...
LLMs No Longer Require Powerful Servers: Researchers from MIT, KAUST, ISTA, and Yandex Introduce a New AI Approach to Rapidly Compress Large Language Models without a Significant Loss of Quality
Source: MarkTechPost HIGGS — the innovative method for compressing large language models was developed in collaboration with teams...