Marktechpost

FEBRUARY 26, 2024

This methodology drastically cuts down the latency for CPU-GPU communication, enabling the system to run large MoE models, such as the Mixtral-8x7B with over 90GB of parameters, efficiently on a single GPU with limited memory. Fiddler’s design showcases a significant technical innovation in AI model deployment.

Inference Engine 132

Inference Engine Artificial Intelligence Artificial Intelligence AI Modeling 132

Marktechpost

OCTOBER 31, 2024

Optimizing model loading times across different storage solutions—whether on-premises or in the cloud—remains a significant challenge for many teams. Run AI recently announced an open-source solution to tackle this very problem: Run AI: Model Streamer. seconds, whereas Run Model Streamer can do it in just 4.88

Data Scientist 81

Data Scientist Inference Engine Machine Learning AI Modeling 81

NVIDIA

JULY 23, 2024

Businesses seeking to harness the power of AI need customized models tailored to their specific industry needs. 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.

Generative AI 127

Generative AI AI Modeling AI AI 127

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. IBM has officially released Granite 3.0

AI Modeling 119

AI Modeling Large Language Models Natural Language Processing Inference Engine 119

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 104

Generative AI Machine Learning Large Language Models ML Engineer 104

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

Marktechpost

OCTOBER 26, 2024

However, recent advancements in generative AI have opened up new possibilities for creating an infinite game experience. Researchers from Google and The University of North Carolina at Chapel Hill introduced UNBOUNDED, a generative infinite game designed to go beyond traditional, finite video game boundaries using AI.

Generative AI 118

Generative AI AI Modeling Large Language Models Inference Engine 118

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. 1B", "prompt": "What is Gen AI?", "temperature":0, "max_tokens": 128}' | jq '.choices[0].text'

LLM 102

LLM AI AI Artificial Intelligence 102

Unite.AI

JULY 18, 2024

AI hardware is growing quickly, with processing units like CPUs, GPUs, TPUs, and NPUs, each designed for specific computing needs. This variety fuels innovation but also brings challenges when deploying AI across different systems. As AI processing units become more varied, finding effective deployment strategies is crucial.

Neural Network 159

Neural Network AI Modeling AI AI 159

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 122

Natural Language Processing Inference Engine AI AI 122

NVIDIA

APRIL 9, 2024

NVIDIA and Google Cloud have announced a new collaboration to help startups around the world accelerate the creation of generative AI applications and services. Startups in particular are constrained by the high costs associated with AI investments.

AI Developer 133

AI Developer AI Development Generative AI Inference Engine 133

Marktechpost

AUGUST 2, 2024

The Role of AI in Medicine: AI simulates human intelligence in machines and has significant applications in medicine. AI processes large datasets to identify patterns and build adaptive models, particularly in deep learning for medical image analysis, such as X-rays and MRIs.

Artificial Intelligence 124

Artificial Intelligence Artificial Intelligence Robotics Deep Learning 124

Marktechpost

OCTOBER 25, 2024

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. Zhipu AI recently released GLM-4-Voice, an open-source end-to-end speech large language model designed to address these limitations.

Large Language Models 126

Large Language Models Inference Engine Artificial Intelligence Artificial Intelligence 126

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. Check out the Models here.

Large Language Models 116

Large Language Models Inference Engine Generative AI AI 116

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. Check out the Paper.

Auto-complete 114

Auto-complete Inference Engine AI AI 114

NVIDIA

JUNE 12, 2024

Editor’s note: This post is part of the AI Decoded series , which demystifies AI by making the technology more accessible, and showcases new hardware, software, tools and accelerations for RTX PC users. The era of the AI PC is here, and it’s powered by NVIDIA RTX and GeForce RTX technologies. Tokens are the output of the LLM.

LLM 115

LLM Generative AI AI AI 115

Towards AI

JULY 1, 2024

Last Updated on July 3, 2024 by Editorial Team Author(s): Suhaib Arshad Originally published on Towards AI. Image source) There has been a drastic increase in number of generative AI products since the debut of ChatGPT in 2022. The deployment of these super powerful models into production environments is NOT easy and time efficient.

Generative AI 98

Generative AI Inference Engine Large Language Models OpenAI 98

Unite.AI

JANUARY 17, 2024

Due to their exceptional content creation capabilities, Generative Large Language Models are now at the forefront of the AI revolution, with ongoing efforts to enhance their generative abilities. However, despite rapid advancements, these models require substantial computational power and resources. Let's begin.

Large Language Models 130

Large Language Models Inference Engine LLM Natural Language Processing 130

Marktechpost

OCTOBER 24, 2024

These challenges not only impact the environment but also widen the gap between tech giants and smaller entities trying to leverage AI capabilities. Meta AI’s Quantized Llama 3.2 Models (1B and 3B) Meta AI recently released Quantized Llama 3.2 Conclusion Meta AI’s release of Quantized Llama 3.2

Large Language Models 122

Large Language Models NLP Natural Language Processing Inference Engine 122

Marktechpost

OCTOBER 26, 2024

Despite progress in AI, most language models struggle with the intricate aspects of financial data. An AI professional recently released a new financial domain model, Hawkish 8B , which is making waves in the Reddit community with its remarkable capabilities. Check out the Model on Hugging Face.

Inference Engine 130

Inference Engine NLP ML AI Modeling 130

Marktechpost

OCTOBER 18, 2024

Multimodal AI models are powerful tools capable of both understanding and generating visual content. This mismatch results in conflicts that limit the overall efficiency and accuracy of the model. Multimodal Model with Image Generation Capabilities appeared first on MarkTechPost.

Inference Engine 105

Inference Engine AI AI AI Modeling 105

Unite.AI

AUGUST 12, 2024

Black Forest Labs , the team behind the groundbreaking Stable Diffusion model, has released Flux – a suite of state-of-the-art models that promise to redefine the capabilities of AI-generated imagery. Let's dive deep into the world of Flux and explore its potential to reshape the future of AI-generated art and media.

Natural Language Processing 246

Natural Language Processing Generative AI Inference Engine AI Tools 246

Marktechpost

OCTOBER 18, 2024

Meta AI recently released Meta Spirit LM, an innovative open-source multimodal language model capable of freely mixing text and speech to address these limitations. 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.

Inference Engine 122

Inference Engine Large Language Models AI AI 122

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 110

Inference Engine AI AI AI Modeling 110

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. However, editing or “unlearning” specific knowledge in these models is very tough.

Inference Engine 100

Inference Engine Large Language Models AI AI 100

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 105

Inference Engine Large Language Models LLM AI Modeling 105

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 111

Machine Learning Natural Language Processing Inference Engine ML 111

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 114

Large Language Models Natural Language Processing Inference Engine LLM 114

Marktechpost

OCTOBER 17, 2024

One of the most significant issues it seeks to solve is the need for quick, seamless access to AI assistance without relying on a web browser. The ChatGPT Windows app delivers a native desktop experience for users, designed to improve interaction with the AI model. Check out the Details here.

OpenAI 105

OpenAI ChatGPT Inference Engine Conversational AI 105

NVIDIA

OCTOBER 23, 2024

India is becoming a key producer of AI for virtually every industry — powered by thousands of startups that are serving the country’s multilingual, multicultural population and scaling out to global users. At the NVIDIA AI Summit , taking place in Mumbai through Oct. billion users in over 100 languages.”

Conversational AI 99

Conversational AI Chatbots Generative AI Natural Language Processing 99

Marktechpost

OCTOBER 21, 2024

Pluralistic alignment Recent works have underscored the significance of incorporating pluralistic human values and cultures in AI alignment. Some work explores enhancing pluralism in general or studies the reliability of the one-size-fits-all model in pluralistic settings, but none of them focused on pluralistic safety alignment.

Large Language Models 105

Large Language Models Inference Engine LLM AI 105

NVIDIA

MAY 28, 2023

NVIDIA founder and CEO Jensen Huang today showcased how leading electronics manufacturer Quanta is using AI-enabled robots to inspect the quality of its products. The NVIDIA Metropolis vision AI framework, now enabled for AOI, is also used to optimize inspection workflows for products ranging from automobiles to circuit boards.

Robotics 97

Robotics Automation Inference Engine AI Modeling 97

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 111

Inference Engine Data Scientist Machine Learning ML 111

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

OpenAI 115

OpenAI Inference Engine Artificial Intelligence Artificial Intelligence 115

AWS Machine Learning Blog

AUGUST 2, 2023

Generative AI has become a common tool for enhancing and accelerating the creative process across various industries, including entertainment, advertising, and graphic design. One significant benefit of generative AI is creating unique and personalized experiences for users. amazonaws.com/djl-inference:0.21.0-deepspeed0.8.3-cu117"

Generative AI 90

Generative AI Computer Vision Auto-complete Natural Language Processing 90

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 69

Inference Engine Large Language Models LLM AI 69

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 64

Machine Learning Neural Network Natural Language Processing Inference Engine 64