Marktechpost

OCTOBER 15, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post MEGA-Bench: A Comprehensive AI Benchmark that Scales Multimodal Evaluation to Over 500 Real-World Tasks at a Manageable Inference Cost appeared first on MarkTechPost.

Inference Engine 130

Inference Engine AI AI ML 130

Marktechpost

OCTOBER 21, 2024

With the release of LayerSkip, the research community now has access to a practical and effective tool for optimizing LLM inference, potentially paving the way for more accessible AI deployment in real-world applications. Check out the Paper , Model Series on Hugging Face , and GitHub. Don’t Forget to join our 50k+ ML SubReddit.

Large Language Models 113

Large Language Models Inference Engine AI AI 113

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.

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Large Language Models Inference Engine Artificial Intelligence Artificial Intelligence 125

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 113

Large Language Models Inference Engine Generative AI AI 113

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.

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Inference Engine NLP ML AI Modeling 128

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). LoLCATS is a two-step method designed to efficiently improve the quality of linearized large language models without the need for expensive retraining on billions of tokens.

LLM 120

LLM Large Language Models Inference Engine AI 120

Marktechpost

OCTOBER 17, 2024

Rule-based systems, traditional machine learning models, and basic AI-driven methods are conventional models for processing IoT data. MARS Lab, NTU has devised an innovative IoT-LLM framework that combats the limitations of the LLM in handling real-world tasks. If you like our work, you will love our newsletter.

LLM 123

LLM Inference Engine Large Language Models Machine Learning 123

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.

Large Language Models 109

Large Language Models Responsible AI Inference Engine Metadata 109

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 113

Neural Network Inference Engine AI AI 113

Marktechpost

OCTOBER 16, 2024

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 123

AI Research AI Researcher Inference Engine Algorithm 123

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.

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Generative AI AI Modeling Large Language Models Inference Engine 116

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 125

Inference Engine Automation Python AI 125

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. If you like our work, you will love our newsletter. Don’t Forget to join our 55k+ ML SubReddit.

AI Researcher 119

AI Researcher AI Research Inference Engine Large Language Models 119

Marktechpost

OCTOBER 18, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Graph-Constrained Reasoning (GCR): A Novel AI Framework that Bridges Structured Knowledge in Knowledge Graphs with Unstructured Reasoning in LLMs appeared first on MarkTechPost.

LLM 113

LLM Inference Engine Large Language Models AI 113

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 117

AI Modeling Large Language Models Natural Language Processing Inference Engine 117

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

LLM 113

LLM Algorithm AI Researcher AI Research 113

Marktechpost

OCTOBER 18, 2024

Meta AI releases Meta Lingua: a minimal and fast LLM training and inference library designed for research. By prioritizing simplicity and reusability, Meta AI hopes to facilitate a more inclusive and accelerated research environment. If you like our work, you will love our newsletter.

LLM 113

LLM NLP Inference Engine Large Language Models 113

Marktechpost

OCTOBER 24, 2024

With OmniParser, Microsoft has made significant strides in enabling automated agents to identify actionable elements like buttons and icons purely based on screenshots, broadening the possibilities for developers working with multimodal AI systems. OmniParser combines several specialized components to achieve robust GUI parsing.

Metadata 125

Metadata Inference Engine Automation AI 125

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. Simular Research introduces Agent S, an open agentic framework designed to use computers like a human, specifically through autonomous interaction with GUIs.

Inference Engine 120

Inference Engine Automation Continuous Learning AI 120

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 113

NLP Natural Language Processing Inference Engine BERT 113

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 112

Auto-complete Inference Engine AI AI 112

Marktechpost

OCTOBER 26, 2024

This imbalance means that only a small portion of the world’s population can fully benefit from AI tools. The absence of robust language models for low-resource languages, coupled with unequal AI access, exacerbates disparities in education, information accessibility, and technological empowerment.

Natural Language Processing 104

Natural Language Processing Inference Engine NLP AI 104

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 120

Inference Engine Large Language Models AI AI 120

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

NLP 108

NLP Inference Engine Machine Learning AI 108

Marktechpost

OCTOBER 23, 2024

It may provide avenues for improving NLP applications, which would lead to inspiration for future developments in adaptive AI systems. Check out the Paper. All credit for this research goes to the researchers of this project. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup.

NLP 113

NLP Neural Network Natural Language Processing Inference Engine 113

Marktechpost

OCTOBER 23, 2024

Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post Layer-of-Thoughts Prompting (LoT): A Unique Approach that Uses Large Language Model (LLM) based Retrieval with Constraint Hierarchies appeared first on MarkTechPost.

Large Language Models 133

Large Language Models LLM Inference Engine Algorithm 133

Marktechpost

OCTOBER 16, 2024

The results are particularly concerning given the increasing reliance on synthetic data in large-scale AI systems. Although there are situations where increasing model size may slightly mitigate the collapse, it does not entirely prevent the problem. If you like our work, you will love our newsletter.

Large Language Models 108

Large Language Models Neural Network Machine Learning Inference Engine 108

Marktechpost

OCTOBER 15, 2024

The current AI-based mental health systems rely on template-driven or decision-tree-based approaches, which lack flexibility and personalization. In conclusion, MentalArena represents a promising advance in AI-driven mental health care, addressing key challenges of data privacy, accessibility, and personalization.

Data Scarcity 109

Data Scarcity Inference Engine Large Language Models Machine Learning 109

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 104

Inference Engine AI AI AI Modeling 104

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. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup.

Large Language Models 109

Large Language Models Inference Engine Automation Data Scientist 109

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 113

Large Language Models Inference Engine AI AI 113

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.

Machine Learning 108

Machine Learning Inference Engine Categorization AI 108

Marktechpost

OCTOBER 22, 2024

The generative AI market has expanded exponentially, yet many existing models still face limitations in adaptability, quality, and computational demands. Stability AI has released Stable Diffusion 3.5, This release offers improved customization and quality, making AI-driven content generation accessible to a broader audience.

Inference Engine 104

Inference Engine Generative AI AI AI 104

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 116

AI Research AI Researcher Inference Engine Large Language Models 116

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. The key problem is how to maintain or enhance image quality while significantly reducing these computational demands. Check out the Paper and Model Card.

Inference Engine 112

Inference Engine AI AI ML 112

Marktechpost

OCTOBER 23, 2024

AI video generators have progressed so much in recent times since the big announcement of Sora by OpenAI. Sora, however, is not in the mix as of right now, and Runway is carrying the AI video generator boat. The AI video generator truly democratized Hollywood-level movie production to common people like you and me.

Inference Engine 112

Inference Engine OpenAI ML AI 112

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.

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Inference Engine Generative AI AI Tools AI 102