Diffusion processes have emerged as promising approaches for sampling from complex distributions but face significant challenges when dealing with multimodal…
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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
Foundation models, often massive neural networks trained on extensive text and image data, have significantly shifted how artificial intelligence systems…
Lees meerReasoning Models Know When They’re Right: NYU Researchers Introduce a Hidden-State Probe That Enables Efficient Self-Verification and Reduces Token Usage by 24%
Artificial intelligence systems have made significant strides in simulating human-style reasoning, particularly mathematics and logic. These models don’t just generate…
Lees meerCode Implementation to Building a Model Context Protocol (MCP) Server and Connecting It with Claude Desktop
In this hands-on tutorial, we’ll build an MCP (Model Context Protocol) server that allows Claude Desktop to fetch stock news…
Lees meerA Coding Implementation on Introduction to Weight Quantization: Key Aspect in Enhancing Efficiency in Deep Learning and LLMs
In today’s deep learning landscape, optimizing models for deployment in resource-constrained environments is more important than ever. Weight quantization addresses…
Lees meerNVIDIA 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)
Large language mdoels LLMs have shown remarkable performance across diverse text and multimodal tasks. However, many applications, such as document…
Lees meerStep by Step Guide on Converting Text to High-Quality Audio Using an Open Source TTS Model on Hugging Face: Including Detailed Audio File Analysis and Diagnostic Tools in Python
In this tutorial, we demonstrate a complete end-to-end solution to convert text into audio using an open-source text-to-speech (TTS) model…
Lees meerLightPROF: A Lightweight AI Framework that Enables Small-Scale Language Models to Perform Complex Reasoning Over Knowledge Graphs (KGs) Using Structured Prompts
Large Language Models (LLMs) have revolutionized natural language processing, with abilities on complex zero-shot tasks through extensive training data and…
Lees meerGoogle 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
Developing an accurate differential diagnosis (DDx) is a fundamental part of medical care, typically achieved through a step-by-step process that…
Lees meerStep by Step Coding Guide to Build a Neural Collaborative Filtering (NCF) Recommendation System with PyTorch
This tutorial will walk you through using PyTorch to implement a Neural Collaborative Filtering (NCF) recommendation system. NCF extends traditional…
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