Marktechpost

OCTOBER 15, 2024

Don’t Forget to join our 50k+ ML SubReddit. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup. If you like our work, you will love our newsletter.

Inference Engine 131

Inference Engine AI AI ML 131

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

AWS Machine Learning Blog

MAY 8, 2023

SageMaker provides single model endpoints (SMEs), which allow you to deploy a single ML model, or multi-model endpoints (MMEs), which allow you to specify multiple models to host behind a logical endpoint for higher resource utilization. About the Authors Melanie Li is a Senior AI/ML Specialist TAM at AWS based in Sydney, Australia.

ML 104

ML BERT Deep Learning Auto-complete 104

Marktechpost

OCTOBER 14, 2024

Researchers from Stanford University, Together AI, California Institute of Technology, and MIT introduced LoLCATS (Low-rank Linear Conversion via Attention Transfer). Don’t Forget to join our 50k+ ML SubReddit. If you like our work, you will love our newsletter.

LLM 122

LLM Large Language Models Inference Engine AI 122

Marktechpost

OCTOBER 21, 2024

Artificial intelligence is advancing rapidly, but enterprises face many obstacles when trying to leverage AI effectively. Traditional AI models often struggle with delivering such tailored performance, requiring businesses to make a trade-off between customization and general applicability. IBM has officially released Granite 3.0

AI Modeling 119

AI Modeling Large Language Models Inference Engine Natural Language Processing 119

Marktechpost

DECEMBER 23, 2023

The team has shared that PowerInfer is a GPU-CPU hybrid inference engine that makes use of this understanding. Also, don’t forget to join our 34k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

Large Language Models 140

Large Language Models Machine Learning LLM Inference Engine 140

Marktechpost

OCTOBER 20, 2024

While AI has emerged as a powerful tool for materials discovery, the lack of publicly available data and open, pre-trained models has become a major bottleneck. The introduction of the OMat24 dataset and the corresponding models represents a significant leap forward in AI-assisted materials science.

Neural Network 116

Neural Network Inference Engine AI AI 116

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

Marktechpost

OCTOBER 17, 2024

Rule-based systems, traditional machine learning models, and basic AI-driven methods are conventional models for processing IoT data. Don’t Forget to join our 50k+ ML SubReddit. MARS Lab, NTU has devised an innovative IoT-LLM framework that combats the limitations of the LLM in handling real-world tasks.

LLM 124

LLM Inference Engine Large Language Models Machine Learning 124

Marktechpost

OCTOBER 25, 2024

In recent years, AI-driven workflows and automation have advanced remarkably. enabling developers to leverage the latest advancements in AI language models. Moreover, the OpenAI-compatible Assistants API and Python SDK offer flexibility in easily integrating these agents into broader AI solutions. Check out the GitHub.

Inference Engine 126

Inference Engine Automation Python AI 126

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. Don’t Forget to join our 55k+ ML SubReddit.

Inference Engine 130

Inference Engine NLP ML AI Modeling 130

Marktechpost

OCTOBER 16, 2024

Don’t Forget to join our 50k+ ML SubReddit. Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Google AI Research Examines Random Circuit Sampling (RCS) for Evaluating Quantum Computer Performance in the Presence of Noise appeared first on MarkTechPost.

AI Research 124

AI Research AI Researcher Inference Engine AI 124

Marktechpost

OCTOBER 28, 2024

Firstly, the constant online interaction and update cycle in RL places major engineering demands on large systems designed to work with static ML models needing only occasional offline updates. Don’t Forget to join our 55k+ ML SubReddit. If you like our work, you will love our newsletter.

Machine Learning 119

Machine Learning Algorithm Inference Engine ML 119

Marktechpost

OCTOBER 24, 2024

Researchers from Salesforce AI Research have proposed Programmatic VLM Evaluation (PROVE), a new benchmarking paradigm that evaluates VLM responses to open-ended visual queries. Don’t Forget to join our 55k+ ML SubReddit. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup.

AI Research 121

AI Research AI Researcher Inference Engine Large Language Models 121

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

Marktechpost

OCTOBER 14, 2024

This framework aims to transform human-computer interaction by enabling AI agents to use the mouse and keyboard as humans would to complete complex tasks. Don’t Forget to join our 50k+ ML SubReddit. If you like our work, you will love our newsletter.

Inference Engine 122

Inference Engine Automation AI AI 122

Marktechpost

OCTOBER 17, 2024

Researchers from Google Cloud AI, Google DeepMind, and the University of Washington have proposed a new approach called MODEL SWARMS , which utilizes swarm intelligence to adapt LLMs through collaborative search in the weight space. Don’t Forget to join our 50k+ ML SubReddit. If you like our work, you will love our newsletter.

LLM 115

LLM Algorithm AI Research AI Researcher 115

Marktechpost

OCTOBER 26, 2024

Artificial intelligence (AI) is making significant strides in natural language processing (NLP), focusing on enhancing models that can accurately interpret and generate human language. Resolving this issue is crucial to advancing AI applications that rely on natural language understanding and generation for effective and reliable performance.

NLP 115

NLP Inference Engine Natural Language Processing BERT 115

Marktechpost

OCTOBER 18, 2024

Don’t Forget to join our 50k+ ML SubReddit. If you like our work, you will love our newsletter.

LLM 115

LLM Inference Engine Large Language Models AI 115

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. This versatility positions Meta Spirit LM as a significant improvement over traditional multimodal AI models that typically operate in isolated domains.

Inference Engine 122

Inference Engine Large Language Models AI AI 122

Marktechpost

OCTOBER 18, 2024

Researchers in AI are working to enable these models to perform not just language understanding but also complex reasoning tasks like problem-solving in mathematics, logic, and general knowledge. This gap in performance across varied tasks presents a barrier to creating adaptable, general-purpose AI systems. Check out the Paper.

Large Language Models 115

Large Language Models Inference Engine AI AI 115

Marktechpost

OCTOBER 16, 2024

The results are particularly concerning given the increasing reliance on synthetic data in large-scale AI systems. Don’t Forget to join our 50k+ ML SubReddit. Although there are situations where increasing model size may slightly mitigate the collapse, it does not entirely prevent the problem.

Large Language Models 110

Large Language Models Neural Network Machine Learning Inference Engine 110

Marktechpost

OCTOBER 15, 2024

Google AI Releases Gemma-APS, a collection of Gemma models for text-to-propositions segmentation. With this release, Google AI is hoping to make text segmentation more accessible, with models optimized to run on varied computational resources. Don’t Forget to join our 50k+ ML SubReddit.

NLP 110

NLP Inference Engine AI AI 110

Marktechpost

OCTOBER 20, 2024

As AI technologies become globally pervasive, addressing the safety concerns that arise when models trained predominantly in English are deployed across various languages and cultural contexts is essential. To overcome these limitations, researchers from Cohere AI have introduced an innovative approach based on model merging.

AI Research 118

AI Research AI Researcher Inference Engine AI 118

Marktechpost

OCTOBER 17, 2024

The PyTorch community has continuously been at the forefront of advancing machine learning frameworks to meet the growing needs of researchers, data scientists, and AI engineers worldwide. These updates help PyTorch stay competitive in the fast-moving field of AI infrastructure. Don’t Forget to join our 50k+ ML SubReddit.

Machine Learning 124

Machine Learning Neural Network Data Scientist Inference Engine 124

Marktechpost

OCTOBER 17, 2024

AI is crucial in optimizing energy distribution, forecasting demand, and managing real-time interactions between vehicles and the microgrid. In conclusion, the proposed AI-based countermeasure utilizing GANs offers a promising approach to enhance the security of Mobile V2M services against adversarial attacks.

Inference Engine 110

Inference Engine Machine Learning AI AI 110

Marktechpost

OCTOBER 23, 2024

It may provide avenues for improving NLP applications, which would lead to inspiration for future developments in adaptive AI systems. Don’t Forget to join our 55k+ ML SubReddit. Check out the Paper. All credit for this research goes to the researchers of this project. If you like our work, you will love our newsletter.

NLP 116

NLP Neural Network Inference Engine Natural Language Processing 116

Marktechpost

OCTOBER 18, 2024

Multimodal AI models are powerful tools capable of both understanding and generating visual content. Researchers from DeepSeek-AI, the University of Hong Kong, and Peking University propose Janus, a novel autoregressive framework that unifies multimodal understanding and generation by employing two distinct visual encoding pathways.

Inference Engine 105

Inference Engine AI AI AI Modeling 105

Marktechpost

OCTOBER 14, 2024

A team of researchers from Tsinghua University and Zhipu AI introduced CogView3, an innovative approach to text-to-image generation that employs a technique called relay diffusion. Don’t Forget to join our 50k+ ML SubReddit. Check out the Paper and Model Card. All credit for this research goes to the researchers of this project.

Inference Engine 115

Inference Engine AI AI ML 115

Marktechpost

OCTOBER 23, 2024

ElevenLabs just introduced Voice Design, a new AI voice generation that allows you to generate a unique voice from a text prompt alone. When we look at the AI voice generator market, we will see many different AI tools offering exactly the same features. At the end, save the custom AI voice. ElevenLabs is not a newcomer.

Inference Engine 103

Inference Engine AI AI Generative AI 103

Marktechpost

OCTOBER 24, 2024

In response, researchers from Salesforce AI Research introduced BLIP-3-Video, an advanced VLM specifically designed to address the inefficiencies in video processing. Don’t Forget to join our 55k+ ML SubReddit. Don’t Forget to join our 55k+ ML SubReddit. Check out the Paper and Project.

AI Research 124

AI Research AI Researcher Inference Engine Artificial Intelligence 124

Marktechpost

OCTOBER 23, 2024

Anthropic AI’s latest innovation introduces features designed to overcome critical limitations in AI-human interactions. model to navigate, retrieve, and utilize information more effectively—bringing about a leap forward in AI’s interactivity. Anthropic AI introduces computer use, a new Claude 3.5

Inference Engine 105

Inference Engine Natural Language Processing NLP AI 105

Marktechpost

OCTOBER 22, 2024

Don’t Forget to join our 50k+ ML SubReddit. Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Microsoft AI Introduces Activation Steering: A Novel AI Approach to Improving Instruction-Following in Large Language Models appeared first on MarkTechPost.

Large Language Models 116

Large Language Models Neural Network Inference Engine AI 116

Marktechpost

OCTOBER 17, 2024

Katanemo has open-sourced Arch-Function , making scalable agentic AI accessible to developers, data scientists, and enterprises. By open-sourcing this tool, Katanemo enables the global AI community to contribute and adopt its capabilities. Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 111

Large Language Models Inference Engine Automation Data Scientist 111

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 23, 2024

Don’t Forget to join our 55k+ ML SubReddit. Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post This AI Paper Introduces a Unified Perspective on the Relationship between Latent Space and Generative Models appeared first on MarkTechPost.

Natural Language Processing 113

Natural Language Processing Inference Engine NLP Large Language Models 113

Marktechpost

OCTOBER 22, 2024

RLHF ensures that AI systems behave in ways aligned with human values. With AI systems growing in scale and complexity, researchers are exploring more efficient ways to improve model performance without relying solely on human input. While this method improves alignment, it can be inefficient.

Inference Engine 119

Inference Engine Large Language Models LLM AI 119