Marktechpost

OCTOBER 21, 2024

Organizations require models that are adaptable, secure, and capable of understanding domain-specific contexts while also maintaining compliance and privacy standards. Traditional AI models often struggle with delivering such tailored performance, requiring businesses to make a trade-off between customization and general applicability.

AI Modeling 116

AI Modeling Large Language Models Natural Language Processing Inference Engine 116

Marktechpost

OCTOBER 26, 2024

However, recent advancements in generative AI have opened up new possibilities for creating an infinite game experience. It maintains character and environment consistency through DreamBooth and a novel regional IP-Adapter that separates character and environment conditioning. Don’t Forget to join our 55k+ ML SubReddit.

Generative AI 114

Generative AI AI Modeling Large Language Models Inference Engine 114

Marktechpost

OCTOBER 31, 2024

Run AI recently announced an open-source solution to tackle this very problem: Run AI: Model Streamer. This tool aims to drastically cut down the time it takes to load inference models, helping the AI community overcome one of its most notorious technical hurdles.

Data Scientist 79

Data Scientist Inference Engine Machine Learning AI Modeling 79

Unite.AI

SEPTEMBER 24, 2024

However, scaling AI across an organization takes work. It involves complex tasks like integrating AI models into existing systems, ensuring scalability and performance, preserving data security and privacy, and managing the entire lifecycle of AI models.

Inference Engine 159

Inference Engine Large Language Models AI AI 159

NVIDIA

JULY 23, 2024

NVIDIA AI Foundry is a service that enables enterprises to use data, accelerated computing and software tools to create and deploy custom models that can supercharge their generative AI initiatives. The key difference is the product: TSMC produces physical semiconductor chips, while NVIDIA AI Foundry helps create custom models.

Generative AI 132

Generative AI AI Modeling AI AI 132

Unite.AI

JULY 18, 2024

Imagine working with an AI model that runs smoothly on one processor but struggles on another due to these differences. For developers and researchers, this means navigating complex problems to ensure their AI solutions are efficient and scalable on all types of hardware.

Neural Network 159

Neural Network AI Modeling AI AI 159

NVIDIA

APRIL 9, 2024

Teams from the companies worked closely together to accelerate the performance of Gemma — built from the same research and technology used to create Google DeepMind’s most capable model yet, Gemini — with NVIDIA TensorRT-LLM , an open-source library for optimizing large language model inference, when running on NVIDIA GPUs.

AI Developer 138

AI Developer AI Development Generative AI Inference Engine 138

Towards AI

JULY 1, 2024

The deployment of these super powerful models into production environments is NOT easy and time efficient. As we are halfway there to 2025, companies have to move beyond API calling pretrained Large Language Models and go deep into thinking about deploying these full-scale models into production environment.

Generative AI 98

Generative AI Inference Engine Large Language Models OpenAI 98

Marktechpost

OCTOBER 18, 2024

Traditionally, large language models (LLMs) used for building TTS pipelines convert speech to text using automatic speech recognition (ASR), process it using an LLM, and then convert the output back to speech via TTS. If you like our work, you will love our newsletter. Don’t Forget to join our 50k+ ML SubReddit.

Inference Engine 119

Inference Engine Large Language Models AI AI 119

NVIDIA

JUNE 12, 2024

This is the kind of horsepower needed to handle AI-assisted digital content creation, AI super resolution in PC gaming, generating images from text or video, querying local large language models (LLMs) and more. LLM performance is measured in the number of tokens generated by the model. Source: Jan.ai

LLM 118

LLM Generative AI AI AI 118

Marktechpost

OCTOBER 19, 2024

Code generation AI models (Code GenAI) are becoming pivotal in developing automated software demonstrating capabilities in writing, debugging, and reasoning about code. These models may inadvertently introduce insecure code, which could be exploited in cyberattacks.

Inference Engine 104

Inference Engine Large Language Models LLM AI Modeling 104

Marktechpost

OCTOBER 26, 2024

Large language models (LLMs) sometimes learn the things that we don’t want them to learn and understand knowledge. It’s important to find ways to remove or adjust this knowledge to keep AI accurate, precise, and in control. This approach aims to make edits more robust and reduce unintended side effects.

Inference Engine 98

Inference Engine Large Language Models AI AI 98

Marktechpost

OCTOBER 21, 2024

As large language models (LLMs) become increasingly capable and better day by day, their safety has become a critical topic for research. To create a safe model, model providers usually pre-define a policy or a set of rules. In various cases, a standard one-size-fits-all safe model is too restrictive to be helpful.

Large Language Models 104

Large Language Models Inference Engine LLM AI 104

NVIDIA

OCTOBER 23, 2024

Conversational AI for Indian Railway Customers Bengaluru-based startup CoRover.ai already has over a billion users of its LLM-based conversational AI platform, which includes text, audio and video-based agents. NVIDIA AI technology enables us to deliver enterprise-grade virtual assistants that support 1.3

Conversational AI 100

Conversational AI Chatbots Generative AI Natural Language Processing 100

Marktechpost

OCTOBER 17, 2024

Jina AI announced the release of their latest product, g.jina.ai , designed to tackle the growing problem of misinformation and hallucination in generative AI models. This innovative tool is part of their larger suite of applications to improve factual accuracy and grounding in AI-generated and human-written content.

Inference Engine 65

Inference Engine Large Language Models LLM AI 65

ODSC - Open Data Science

MARCH 8, 2024

Gemma is a family of lightweight, state-of-the-art open models built from research and technology used to create Google Gemini models. They are text-to-text, decoder-only large language models, available in English, with open weights, pre-trained variants, and instruction-tuned variants.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Data Science Large Language Models 52

Viso.ai

MAY 24, 2024

Large Action Models (LAMs) are AI software designed to take action in a hierarchical approach where tasks are broken down into smaller subtasks. Unlike large language models , a Large Action Model combines language understanding with logic and reasoning to execute various tasks.

Neural Network 52

Neural Network Robotics Automation Explainability 52

AWS Machine Learning Blog

DECEMBER 2, 2024

Today at AWS re:Invent 2024, we are excited to announce the new Container Caching capability in Amazon SageMaker, which significantly reduces the time required to scale generative AI models for inference. 70B model showed significant and consistent improvements in end-to-end (E2E) scaling times.

Generative AI 93

Generative AI Machine Learning Large Language Models ML Engineer 93

AWS Machine Learning Blog

NOVEMBER 26, 2024

The use of large language models (LLMs) and generative AI has exploded over the last year. With the release of powerful publicly available foundation models, tools for training, fine tuning and hosting your own LLM have also become democratized. llm = LLM(model="meta-llama/Llama-3.2-1B",

LLM 91

LLM AI AI Artificial Intelligence 91

Marktechpost

OCTOBER 16, 2024

Current generative AI models face challenges related to robustness, accuracy, efficiency, cost, and handling nuanced human-like responses. There is a need for more scalable and efficient solutions that can deliver precise outputs while being practical for diverse AI applications. Developed as part of the Llama 3.1

Large Language Models 112

Large Language Models Inference Engine Generative AI AI 112

Marktechpost

OCTOBER 24, 2024

The rapid growth of large language models (LLMs) has brought significant advancements across various sectors, but it has also presented considerable challenges. By doing so, Meta AI aims to enhance the performance of large models while reducing the computational resources needed for deployment.

Large Language Models 119

Large Language Models NLP Natural Language Processing Inference Engine 119

AWS Machine Learning Blog

AUGUST 2, 2023

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"

Generative AI 78

Generative AI Computer Vision Auto-complete Natural Language Processing 78

NVIDIA

DECEMBER 4, 2024

NVIDIA NIM, part of the NVIDIA AI Enterprise software platform available in the AWS Marketplace , provides developers with a set of easy-to-use microservices designed for secure, reliable deployment of high-performance, enterprise-grade AI model inference across clouds, data centers and workstations.

Inference Engine 134

Inference Engine Generative AI Large Language Models AI 134