Remove AI Modeling Remove Inference Engine Remove Responsible AI
article thumbnail

Design Patterns in Python for AI and LLM Engineers: A Practical Guide

Unite.AI

Ensuring consistent access to a single inference engine or database connection. Implementation Here’s how to implement a Singleton pattern in Python to manage configurations for an AI model: class ModelConfig: """ A Singleton class for managing global model configurations. """ GPU memory ).

Python 147
article thumbnail

Zhipu AI Releases GLM-4-Voice: A New Open-Source End-to-End Speech Large Language Model

Marktechpost

Modern AI models excel in text generation, image understanding, and even creating visual content, but speech—the primary medium of human communication—presents unique hurdles. GLM-4-Voice brings us closer to a more natural and responsive AI interaction, representing a promising step towards the future of multi-modal AI systems.

professionals

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Controllable Safety Alignment (CoSA): An AI Framework Designed to Adapt Models to Diverse Safety Requirements without Re-Training

Marktechpost

A team of researchers from Microsoft Responsible AI Research and Johns Hopkins University proposed Controllable Safety Alignment (CoSA) , a framework for efficient inference-time adaptation to diverse safety requirements. If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

article thumbnail

ODSC’s AI Weekly Recap: Week of March 8th

ODSC - Open Data Science

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. The Open-Sora Plan project ‘s aim is to reproduce OpenAI’s Sora.

article thumbnail

Build a personalized avatar with generative AI using Amazon SageMaker

AWS Machine Learning Blog

In this post, we demonstrate how you can use generative AI models like Stable Diffusion to build a personalized avatar solution on Amazon SageMaker and save inference cost with multi-model endpoints (MMEs) at the same time. amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117" deepspeed0.8.3-cu117"