Marktechpost

AUGUST 2, 2024

Intelligent Medical Applications: AI in Healthcare: AI has enabled the development of expert systems, like MYCIN and ONCOCIN, that simulate human expertise to diagnose and treat diseases. These systems rely on a domain knowledge base and an inference engine to solve specialized medical problems.

Artificial Intelligence 122

Artificial Intelligence Artificial Intelligence Robotics Deep Learning 122

Towards AI

JULY 1, 2024

source) Nvidia Inference Microservice (NIM): In simple terms, NIM is a collection of cloud-native microservices that help in deployment of generative AI models on GPU-accelerated workstations, cloud environments, and data centers. What is Nvidia Nim?

Generative AI 64

Generative AI Inference Engine Large Language Models OpenAI 64

Marktechpost

OCTOBER 21, 2024

By allowing the model to focus on the most relevant parts of the data, transformers can perform complex tasks that require understanding and prediction across various domains. One major issue in AI model development is understanding how internal components, such as attention heads in transformers, evolve and specialize during training.

Machine Learning 62

Machine Learning Neural Network Inference Engine Natural Language Processing 62

NVIDIA

MAY 28, 2023

This allows the bots to inspect areas of products that fixed cameras simply can’t access, as well as use AI at the edge to instantly detect defects. NVIDIA RTX GPUs power up their AI performance.” These perfectly labeled images are used to train the AI models in the cloud and dramatically enhance their performance.

Robotics 77

Robotics Automation Inference Engine AI Modeling 77

Unite.AI

AUGUST 12, 2024

The Birth of Black Forest Labs Before we delve into the technical aspects of Flux, it's crucial to understand the pedigree behind this innovative model. Black Forest Labs is not just another AI startup; it's a powerhouse of talent with a track record of developing foundational generative AI models.

Generative AI 246

Generative AI Natural Language Processing Inference Engine AI Tools 246

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 162

Inference Engine Large Language Models AI AI 162

ODSC - Open Data Science

MARCH 8, 2024

They are text-to-text, decoder-only large language models, available in English, with open weights, pre-trained variants, and instruction-tuned variants. gemma.cpp is a lightweight, standalone C++ inference engine for the Gemma foundation models from Google. The Open-Sora Plan project ‘s aim is to reproduce OpenAI’s Sora.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Large Language Models Data Science 52

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 162

Neural Network AI Modeling AI AI 162

Viso.ai

MAY 24, 2024

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. This ability to trace outputs to the rules and knowledge within the program makes the symbolic AI model highly interpretable and explainable.

Neural Network 52

Neural Network Robotics Automation Explainability 52

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 Generative AI 130

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 120

Inference Engine Large Language Models AI AI 120

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 103

Inference Engine AI AI AI Modeling 103

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 67

Inference Engine AI AI Large Language Models 67

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 135

AI Developer AI Development Inference Engine Generative AI 135

NVIDIA

JUNE 12, 2024

RTX GPUs also take advantage of Tensor Cores — dedicated AI accelerators that dramatically speed up the computationally intensive operations required for deep learning and generative AI models. When using an RTX GPU, these results can be generated faster than processing the AI model on a CPU or NPU. Source: Jan.ai

LLM 92

LLM AI AI Generative AI 92

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 57

Large Language Models Inference Engine AI AI 57

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 113

Large Language Models Inference Engine AI AI 113

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 131

Inference Engine Artificial Intelligence Artificial Intelligence AI Modeling 131

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 71

Generative AI Computer Vision Auto-complete Inference Engine 71