Unite.AI

SEPTEMBER 13, 2024

This comprehensive guide will explore all aspects of TensorRT-LLM, from its architecture and key features to practical examples for deploying models. Whether you’re an AI engineer, software developer, or researcher, this guide will give you the knowledge to leverage TensorRT-LLM for optimizing LLM inference on NVIDIA GPUs.

Large Language Models 130

Large Language Models LLM Auto-complete Natural Language Processing 130

Unite.AI

AUGUST 1, 2023

OpenAI has been instrumental in developing revolutionary tools like the OpenAI Gym, designed for training reinforcement algorithms, and GPT-n models. The spotlight is also on DALL-E, an AI model that crafts images from textual inputs. In zero-shot learning, no examples of task completion are provided in the model.

Prompt Engineering 246

Prompt Engineering Prompt Engineer ChatGPT Convolutional Neural Networks 246

AWS Machine Learning Blog

MAY 4, 2023

The world of artificial intelligence (AI) and machine learning (ML) has been witnessing a paradigm shift with the rise of generative AI models that can create human-like text, images, code, and audio. Compared to classical ML models, generative AI models are significantly bigger and more complex.

Generative AI 91

Generative AI Deep Learning Machine Learning Python 91

AWS Machine Learning Blog

JUNE 11, 2024

Launch the instance using Neuron DLAMI Complete the following steps: On the Amazon EC2 console, choose your desired AWS Region and choose Launch Instance. You can update your Auto Scaling groups to use new AMI IDs without needing to create new launch templates or new versions of launch templates each time an AMI ID changes.

Deep Learning 120

Deep Learning ML Automation Auto-complete 120

AWS Machine Learning Blog

APRIL 17, 2023

Sparked by the release of large AI models like AlexaTM , GPT , OpenChatKit , BLOOM , GPT-J , GPT-NeoX , FLAN-T5 , OPT , Stable Diffusion , and ControlNet , the popularity of generative AI has seen a recent boom. A complete example that illustrates the no-code option can be found in the following notebook.

Prompt Engineer 96

Prompt Engineer Prompt Engineering Deep Learning Large Language Models 96

AWS Machine Learning Blog

NOVEMBER 15, 2023

Llama 2 stands at the forefront of AI innovation, embodying an advanced auto-regressive language model developed on a sophisticated transformer foundation. Its model parameters scale from an impressive 7 billion to a remarkable 70 billion. The complete example is shown in the accompanying notebook.

LLM 115

LLM Large Language Models Chatbots Artificial Intelligence 115

The MLOps Blog

JULY 18, 2023

Build vs. open-source : which conversational AI model should you choose? Stephen: It seems like a lot of models and sequences. But it’s absolutely critical for most people in our space that you do some type of auto-scaling. Now, we’re not perfect. It can be very, very expensive. How do you get that to work?

Conversational AI 52

Conversational AI Natural Language Processing AI AI 52

IBM Journey to AI blog

MARCH 6, 2024

Software development is one arena where we are already seeing significant impacts from generative AI tools. A McKinsey study claims that software developers can complete coding tasks up to twice as fast with generative AI. This can aid in maintaining code quality and performance over time.

Generative AI 335

Generative AI DevOps Software Development Auto-complete 335

Unite.AI

MAY 28, 2024

MonsterAPI leverages lower cost commodity GPUs from crypto mining farms to smaller idle data centres to provide scalable, affordable GPU infrastructure for machine learning, allowing developers to access, fine-tune, and deploy AI models at significantly reduced costs without writing a single line of code.

Auto-complete 147

Auto-complete LLM Software Development AI Modeling 147

Unite.AI

APRIL 18, 2024

The field of artificial intelligence (AI) continues to push the boundaries of what was once thought impossible. From self-driving cars to language models that can engage in human-like conversations, AI is rapidly transforming various industries, and software development is no exception.

Software Engineer 261

Software Engineer Software Development LLM Auto-complete 261

AWS Machine Learning Blog

JANUARY 17, 2024

Llama 2 is an auto-regressive generative text language model that uses an optimized transformer architecture. As a publicly available model, Llama 2 is designed for many NLP tasks such as text classification, sentiment analysis, language translation, language modeling, text generation, and dialogue systems.

Auto-complete 126

Auto-complete Python Deep Learning Machine Learning 126

AWS Machine Learning Blog

JULY 23, 2024

collection of multilingual large language models (LLMs), which includes pre-trained and instruction tuned generative AI models in 8B, 70B, and 405B sizes, is available through Amazon SageMaker JumpStart to deploy for inference. is an auto-regressive language model that uses an optimized transformer architecture.

Machine Learning 122

Machine Learning Computer Vision Python Auto-complete 122