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.

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Inference Engine AI AI AI Modeling 105

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.

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Inference Engine AI AI AI Modeling 110

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.

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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.

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Inference Engine Large Language Models AI AI 122

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. What is Nvidia Nim?

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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 105

OpenAI ChatGPT Inference Engine Conversational AI 105

Marktechpost

OCTOBER 18, 2024

The impressive multimodal abilities and interactive experience of new AI models like GPT-4o highlight its critical role in practical applications, yet it needs a high-performing open-source counterpart. Finally, the “ Omni-Alignment ” stage combines image, video, and audio data for comprehensive multimodal learning.

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Large Language Models Inference Engine Natural Language Processing LLM 114

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 105

Inference Engine Large Language Models LLM AI Modeling 105

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.

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Inference Engine Large Language Models AI AI 100

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.

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OpenAI Inference Engine Artificial Intelligence Artificial Intelligence 115

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 105

Large Language Models Inference Engine LLM AI 105

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 AI AI 69

ODSC - Open Data Science

MARCH 8, 2024

A remake done using AI of the cult classic, Silent Hill , is proving that AI still has a long way to go. They are text-to-text, decoder-only large language models, available in English, with open weights, pre-trained variants, and instruction-tuned variants. The Open-Sora Plan project ‘s aim is to reproduce OpenAI’s Sora.

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Artificial Intelligence Artificial Intelligence Large Language Models Data Science 52

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.

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Machine Learning Neural Network Inference Engine Natural Language Processing 64

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.

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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.

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Large Language Models NLP Inference Engine Natural Language Processing 122

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.

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Large Language Models Inference Engine AI AI 116

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.

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