Unite.AI

SEPTEMBER 24, 2024

Understanding NVIDIA NIM NVIDIA NIM, or NVIDIA Inference Microservices, is simplifying the process of deploying AI models. This rapid deployment capability enables developers to quickly build generative AI applications like copilots, chatbots, and digital avatars, significantly boosting productivity.

Inference Engine 162

Inference Engine Large Language Models AI AI 162

AWS Machine Learning Blog

NOVEMBER 26, 2024

The use of large language models (LLMs) and generative AI has exploded over the last year. Using vLLM on AWS Trainium and Inferentia makes it possible to host LLMs for high performance inference and scalability. In his current role, he works on optimizing training and inference of generative AI models on AWS AI chips.

LLM 95

LLM AI AI Artificial Intelligence 95

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. Let's begin.

Large Language Models 130

Large Language Models Inference Engine LLM Natural Language Processing 130

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. DGX Cloud with GB200 NVL72 will also be available on Google Cloud in 2025.

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AI Developer AI Development Generative AI Inference Engine 135

Unite.AI

AUGUST 12, 2024

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. The team includes the creators of VQGAN, Latent Diffusion, and the Stable Diffusion family of models that have taken the AI art world by storm.

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Natural Language Processing Generative AI Inference Engine AI Tools 246

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"

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Generative AI Computer Vision Auto-complete Natural Language Processing 80

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 Generative AI AI 113

Marktechpost

SEPTEMBER 1, 2023

By leveraging DeciCoder alongside Infery LLM, a dedicated inference engine, users unlock the power of significantly higher throughput – a staggering 3.5 link] DeciCoder is not an isolated endeavor; it’s part of Deci’s holistic approach to AI efficiency. The implications of this development are profound.

Large Language Models 117

Large Language Models Inference Engine LLM Automation 117

NVIDIA

JUNE 12, 2024

While PC gamers understand frames per second (FPS) and similar stats, measuring AI performance requires new metrics. Trillions is the important word here — the processing numbers behind generative AI tasks are absolutely massive. Think of TOPS as a raw performance metric, similar to an engine’s horsepower rating.

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LLM Generative AI AI AI 111

Marktechpost

OCTOBER 22, 2024

The generative AI market has expanded exponentially, yet many existing models still face limitations in adaptability, quality, and computational demands. is a significant step toward democratizing generative AI by making sophisticated tools available to users regardless of their technical expertise or hardware capabilities.

Inference Engine 104

Inference Engine Generative AI AI AI 104

Marktechpost

OCTOBER 23, 2024

There was not much innovation going on in the generative AI voices platforms—but that was until ElevenLabs stepped in with Voice Design. ElevenLabs’ Voice Design lets anyone generate a custom AI voice based on a simple single-text prompt. You can find your custom AI-generated voice in the personal section in Voices.

Inference Engine 102

Inference Engine Generative AI AI Tools AI 102

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 109

Machine Learning Natural Language Processing Inference Engine ML 109

Marktechpost

AUGUST 25, 2023

By leveraging DeciCoder alongside Infery LLM, a dedicated inference engine, users unlock the power of significantly higher throughput – a staggering 3.5 link] DeciCoder is not an isolated endeavor; it’s part of Deci’s holistic approach to AI efficiency. The implications of this development are profound.

Large Language Models 98

Large Language Models Inference Engine LLM Automation 98

Marktechpost

OCTOBER 23, 2024

AI-generated content is advancing rapidly, creating both opportunities and challenges. As generative AI tools become mainstream, the blending of human and AI-generated text raises concerns about authenticity, authorship, and misinformation. If you like our work, you will love our newsletter.

Large Language Models 109

Large Language Models Responsible AI Inference Engine Metadata 109

Marktechpost

OCTOBER 14, 2024

Future work could explore expanding the model’s capacity to handle even larger resolutions efficiently and further refine the distillation techniques to push the boundaries of what is possible in real-time generative AI. Check out the Paper and Model Card. All credit for this research goes to the researchers of this project.

Inference Engine 112

Inference Engine AI AI ML 112

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. The company runs its custom AI models on NVIDIA Tensor Core GPUs for inference.

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Conversational AI Chatbots Generative AI Natural Language Processing 94

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. However, their ability to autonomously generate code raises concerns about security vulnerabilities. If you like our work, you will love our newsletter.

Inference Engine 104

Inference Engine Large Language Models LLM AI Modeling 104

Marktechpost

OCTOBER 25, 2024

With AI technologies bound to continue their growth, Agentic IR may well shape how information is retrieved in the future and hence show its potential as a key enabler for next-generation AI-driven applications. Check out the Paper. All credit for this research goes to the researchers of this project.

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Prompt Engineer Prompt Engineering Business Intelligence Inference Engine 104

Marktechpost

JUNE 19, 2023

Researchers from Google offer a set of modifications to the implementation of large diffusion models that allow for the fastest inference latency on mobile devices with GPUs to date. These updates improve the overall user experience across various devices and increase the scope of usage for generative AI.

Inference Engine 97

Inference Engine ML AI Tools Deep Learning 97

Unite.AI

APRIL 24, 2024

Lin Qiao, was formerly head of Meta's PyTorch and is the Co-Founder and CEO of Fireworks AI. Fireworks AI is a production AI platform that is built for developers, Fireworks partners with the world's leading generative AI researchers to serve the best models, at the fastest speeds.

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AI AI OpenAI Machine Learning 130

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.

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Inference Engine Large Language Models LLM AI 67

Mlearning.ai

JUNE 2, 2023

In the first part of this blog, we are going to explore how Modular came into existence, who are it’s founding members, and what they have to offer to the AI community. This highly complex and fragmented ecosystem is hampering the AI innovation, and is pulling back the AI community, as a whole.

Inference Engine 52

Inference Engine Python Machine Learning Neural Network 52

deepsense.ai

APRIL 25, 2024

In today’s rapidly evolving generative AI world, keeping pace requires more than embracing cutting-edge technology. Our latest achievement combines Advanced Retrieval-Augmented Generation (RAG) with Small Language Models (SLMs), aiming to enhance the capabilities of embedded devices beyond traditional cloud solutions.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Inference Engine LLM 52

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. The Open-Sora Plan project ‘s aim is to reproduce OpenAI’s Sora.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Data Science Large Language Models 52

AWS Machine Learning Blog

APRIL 20, 2023

With advancements in hardware design, a wide range of CPU- and GPU-based infrastructures are available to help you speed up inference performance. He is currently focused on Generative AI, LLMs, prompt engineering, large model inference optimization and scaling ML across enterprises. Vikram Elango is an Sr.

ML 94

ML Auto-classification Python Auto-complete 94

NVIDIA

DECEMBER 4, 2024

Generative AI is rapidly transforming industries, driving demand for secure, high-performance inference solutions to scale increasingly complex models efficiently and cost-effectively.

Inference Engine 131

Inference Engine Generative AI Large Language Models AI 131