Unite.AI

NOVEMBER 25, 2024

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 146

Python LLM AI Engineer AI 146

Marktechpost

OCTOBER 21, 2024

Artificial intelligence is advancing rapidly, but enterprises face many obstacles when trying to leverage AI effectively. Organizations require models that are adaptable, secure, and capable of understanding domain-specific contexts while also maintaining compliance and privacy standards. ’s reliability.

AI Modeling 116

AI Modeling Large Language Models Natural Language Processing Inference Engine 116

Unite.AI

SEPTEMBER 24, 2024

Artificial Intelligence (AI) has moved from a futuristic idea to a powerful force changing industries worldwide. AI-driven solutions are transforming how businesses operate in sectors like healthcare, finance, manufacturing, and retail. However, scaling AI across an organization takes work.

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

Marktechpost

OCTOBER 26, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google Researchers Introduce UNBOUNDED: An Interactive Generative Infinite Game based on Generative AI Models appeared first on MarkTechPost.

Generative AI 114

Generative AI AI Modeling Large Language Models Inference Engine 114

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

Marktechpost

OCTOBER 25, 2024

In the evolving landscape of artificial intelligence, one of the most persistent challenges has been bridging the gap between machines and human-like interaction. Traditional speech recognition systems, though advanced, often struggle with understanding nuanced emotions, variations in dialect, and real-time adjustments.

Large Language Models 124

Large Language Models Inference Engine Artificial Intelligence Artificial Intelligence 124

Unite.AI

JANUARY 17, 2024

Moreover, to operate smoothly, generative AI models rely on thousands of GPUs, leading to significant operational costs. The high operational demands are a key reason why generative AI models are not yet effectively deployed on personal-grade devices.

Large Language Models 130

Large Language Models Inference Engine LLM Natural Language Processing 130

NVIDIA

APRIL 9, 2024

NVIDIA NIM microservices, part of the NVIDIA AI Enterprise software platform, together with Google Kubernetes Engine (GKE) provide a streamlined path for developing AI-powered apps and deploying optimized AI models into production.

AI Developer 138

AI Developer AI Development Generative AI Inference Engine 138

Marktechpost

OCTOBER 18, 2024

Recent advancements in Large Language Models (LLMs) have reshaped the Artificial intelligence (AI)landscape, paving the way for the creation of Multimodal Large Language Models (MLLMs). Finally, the “ Omni-Alignment ” stage combines image, video, and audio data for comprehensive multimodal learning.

Large Language Models 111

Large Language Models Natural Language Processing Inference Engine LLM 111

Marktechpost

OCTOBER 26, 2024

Financial practitioners can now leverage an AI that understands the nuances and complexities of market dynamics, offering insights with unparalleled accuracy. Hawkish 8B represents a promising development in AI models focused on finance. If you like our work, you will love our newsletter.

Inference Engine 127

Inference Engine NLP ML AI Modeling 127

Marktechpost

OCTOBER 27, 2024

Generative artificial intelligence (AI) models are designed to create realistic, high-quality data, such as images, audio, and video, based on patterns in large datasets. These models can imitate complex data distributions, producing synthetic content resembling samples. Don’t Forget to join our 55k+ ML SubReddit.

OpenAI 111

OpenAI Inference Engine Artificial Intelligence Artificial Intelligence 111

Marktechpost

OCTOBER 16, 2024

High-performance AI models that can run at the edge and on personal devices are needed to overcome the limitations of existing large-scale models. These models require significant computational resources, making them dependent on cloud environments, which poses privacy risks, increases latency, and adds costs.

Natural Language Processing 118

Natural Language Processing Inference Engine AI AI 118

Marktechpost

OCTOBER 18, 2024

Multimodal AI models are powerful tools capable of both understanding and generating visual content. In conclusion, Janus presents a major step forward in developing unified multimodal AI models by resolving the conflicts between understanding and generation. If you like our work, you will love our newsletter.

Inference Engine 104

Inference Engine AI AI AI Modeling 104

Marktechpost

OCTOBER 22, 2024

Generative AI models have become highly prominent in recent years for their ability to generate new content based on existing data, such as text, images, audio, or video. A specific sub-type, diffusion models, produces high-quality outputs by transforming noisy data into a structured format.

Machine Learning 108

Machine Learning Natural Language Processing Inference Engine ML 108

Marktechpost

OCTOBER 23, 2024

In an increasingly interconnected world, understanding and making sense of different types of information simultaneously is crucial for the next wave of AI development. Cohere has officially launched Multimodal Embed 3 , an AI model designed to bring the power of language and visual data together to create a unified, rich embedding.

Inference Engine 107

Inference Engine AI AI AI Modeling 107

Marktechpost

OCTOBER 25, 2024

A major challenge in AI research is how to develop models that can balance fast, intuitive reasoning with slower, more detailed reasoning in an efficient way. In AI models, this dichotomy between the two systems mostly presents itself as a trade-off between computational efficiency and accuracy.

Auto-complete 111

Auto-complete Inference Engine AI AI 111

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. If you like our work, you will love our newsletter.

Inference Engine 104

Inference Engine Large Language Models LLM AI Modeling 104

Marktechpost

OCTOBER 18, 2024

The model is capable of few-shot learning for tasks across modalities, such as automatic speech recognition (ASR), text-to-speech (TTS), and speech classification. This versatility positions Meta Spirit LM as a significant improvement over traditional multimodal AI models that typically operate in isolated domains.

Inference Engine 119

Inference Engine Large Language Models AI AI 119

Marktechpost

OCTOBER 17, 2024

The ChatGPT Windows app delivers a native desktop experience for users, designed to improve interaction with the AI model. With the release of this dedicated app, OpenAI aims to extend the reach and convenience of its conversational AI. If you like our work, you will love our newsletter.

OpenAI 103

OpenAI ChatGPT Inference Engine Conversational AI 103

NVIDIA

OCTOBER 23, 2024

Watch CoRover’s session live at the AI Summit or on demand, and learn more about Indian businesses building multilingual language models with NeMo. VideoVerse uses NVIDIA CUDA libraries to accelerate AI models for image and video understanding, automatic speech recognition and natural language understanding.

Conversational AI 100

Conversational AI Chatbots Generative AI Natural Language Processing 100

Marktechpost

OCTOBER 26, 2024

Mechanistic Unlearning is a new AI method that uses mechanistic interpretability to localize and edit specific model components associated with factual recall mechanisms. The study examines methods for removing information from AI models and finds that many fail when prompts or outputs shift.

Inference Engine 98

Inference Engine Large Language Models AI AI 98

Marktechpost

OCTOBER 21, 2024

This allows the model to adapt its safety settings during use without retraining, and users can access the customized model through special interfaces, like specific API endpoints. The CoSA project aims to develop AI models that can meet specific safety requirements, especially for content related to video game development.

Large Language Models 104

Large Language Models Inference Engine LLM AI 104

ODSC - Open Data Science

MARCH 8, 2024

Bench IQ, a Toronto-based startup, has unveiled an AI platform that promises to change how lawyers prepare for court. Source ) According to a report, Apple is hoping to push forward its efforts in generative AI in a bid to catch up with competitor Microsoft. Do AI video generators dream of San Pedro?

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Data Science Large Language Models 52

Marktechpost

OCTOBER 21, 2024

Artificial intelligence (AI) and machine learning (ML) revolve around building models capable of learning from data to perform tasks like language processing, image recognition, and making predictions. A significant aspect of AI research focuses on neural networks, particularly transformers.

Machine Learning 61

Machine Learning Neural Network Natural Language Processing Inference Engine 61

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

Viso.ai

MAY 24, 2024

Although still under research and development, these models can be a transformative force in the Artificial Intelligence (AI) world. It uses formal languages, like first-order logic, to represent knowledge and an inference engine to draw logical conclusions based on user queries. Symbolic AI Mechanism.

Neural Network 52

Neural Network Robotics Automation Explainability 52

Marktechpost

FEBRUARY 26, 2024

Mixture-of-experts (MoE) models have revolutionized artificial intelligence by enabling the dynamic allocation of tasks to specialized components within larger models. However, a major challenge in adopting MoE models is their deployment in environments with limited computational resources.

Inference Engine 131

Inference Engine Artificial Intelligence Artificial Intelligence AI Modeling 131

AWS Machine Learning Blog

NOVEMBER 26, 2024

nGen AI is a new type of artificial intelligence that is designed to learn and adapt to new situations and environments. You can reattach to your Docker container and stop the online inference server with the following: docker attach $(docker ps --format "{{.ID}}") llm = LLM(model="meta-llama/Llama-3.2-1B",

LLM 91

LLM AI AI Artificial Intelligence 91

Marktechpost

OCTOBER 24, 2024

By doing so, Meta AI aims to enhance the performance of large models while reducing the computational resources needed for deployment. This makes it feasible for both researchers and businesses to utilize powerful AI models without needing specialized, costly infrastructure, thereby democratizing access to cutting-edge AI technologies.

Large Language Models 119

Large Language Models NLP Natural Language Processing Inference Engine 119

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. Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 112

Large Language Models Inference Engine Generative AI AI 112

Marktechpost

OCTOBER 27, 2024

Addressing this challenge requires a model capable of efficiently handling such diverse content. Introducing mcdse-2b-v1: A New Approach to Document Retrieval Meet mcdse-2b-v1 , a new AI model that allows you to embed page or slide screenshots and query them using natural language. Don’t Forget to join our 55k+ ML SubReddit.

Inference Engine 108

Inference Engine Data Scientist Machine Learning ML 108

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