Marktechpost

OCTOBER 15, 2024

These workflows are modeled as graphs where nodes represent LLM-invoking actions, and edges represent the dependencies between these actions. The key to AFlow’s efficiency lies in its use of nodes and edges to represent workflows, allowing it to model complex relationships between LLM actions.

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Artificial Intelligence Artificial Intelligence Automation Inference Engine 126

Marktechpost

JANUARY 13, 2025

Artificial Intelligence (AI) has made significant strides in various fields, including healthcare, finance, and education. Understanding Artificial Intelligence AI refers to the simulation of human intelligence in machines that are designed to think, learn, and adapt. Dont Forget to join our 65k+ ML SubReddit.

Artificial Intelligence 83

Artificial Intelligence Artificial Intelligence Neural Network Natural Language Processing 83

Marktechpost

JANUARY 4, 2025

Dont Forget to join our 60k+ ML SubReddit. FREE UPCOMING AI WEBINAR (JAN 15, 2025): Boost LLM Accuracy with Synthetic Data and Evaluation Intelligence Join this webinar to gain actionable insights into boosting LLM model performance and accuracy while safeguarding data privacy.

Artificial Intelligence 103

Artificial Intelligence Artificial Intelligence LLM Generative AI 103

Marktechpost

JULY 11, 2024

With LLM-based agents achieving near-human performance and continually improving, exploring the efficient orchestration of diverse third-party agents to enhance their collaborative potential is crucial. Building on these successes, multi-agent systems like AgentVerse and AutoGen enable collaboration among LLM-based agents.

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Artificial Intelligence Artificial Intelligence LLM Software Development 135

Unite.AI

FEBRUARY 10, 2024

This English dominance also prevails in LLM development and has resulted in a digital language gap, potentially excluding most people from the benefits of LLMs. To solve this problem for LLMs, an LLM that can be trained in different languages and perform tasks in different languages is needed. Enter Multilingual LLMs!

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LLM Large Language Models Data Quality ML 317

Analytics Vidhya

AUGUST 10, 2023

In the age of rapid technological advancement, Artificial Intelligence (AI) is making remarkable strides that sometimes seem almost human-like. This revelation has sparked discussions about the convergence […] The post Google LLMs Can Master Tools by Just Reading Documentation appeared first on Analytics Vidhya.

Large Language Models 271

Large Language Models Artificial Intelligence Artificial Intelligence Machine Learning 271

Marktechpost

JULY 27, 2024

The advent of Large Language Models (LLMs) has enabled the creation of autonomous agents for social simulations. While recent work has explored LLM-based agents in various environments, studies specifically examining competition dynamics remain sparse. Recent advancements in LLM-empowered-ABM have revolutionized social simulations.

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 132

Marktechpost

SEPTEMBER 28, 2024

In the age of data-driven artificial intelligence, LLMs like GPT-3 and BERT require vast amounts of well-structured data from diverse sources to improve performance across various applications. Crawl4AI employs a multi-step process to optimize web crawling for LLM training.

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LLM Metadata Data Extraction BERT 134

AWS Machine Learning Blog

DECEMBER 4, 2024

Our customers want a simple and secure way to find the best applications, integrate the selected applications into their machine learning (ML) and generative AI development environment, manage and scale their AI projects. This increases the time it takes for customers to go from data to insights.

ML 133

ML Generative AI Data Scientist ML Engineer 133

AI Weekly

OCTOBER 10, 2024

Try our Beta Now getessentialspro.com In The News Researcher Who Just Won the Nobel Prize Quit Google to Warn About Evil AI Coming for Us All Both of the men who won this year's Nobel Prize in Physics are artificial intelligence pioneers — and one of them is considered the technology's "godfather." politico.eu politico.eu

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AI Researcher AI Research Robotics Artificial Intelligence 233

Marktechpost

SEPTEMBER 19, 2024

Artificial intelligence, particularly using Large Language Models (LLMs), has significantly impacted this field. LLMs now automate tasks like code generation, debugging, and software testing, reducing human involvement in these repetitive tasks.

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Software Engineer LLM Software Development Automation 137

Marktechpost

SEPTEMBER 26, 2024

Multimodal models represent a significant advancement in artificial intelligence by enabling systems to process and understand data from multiple sources, like text and images. The first release includes several key components: MolmoE-1B: Built using the fully open OLMoE-1B-7B mixture-of-experts large language model (LLM).

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Artificial Intelligence Artificial Intelligence Large Language Models LLM 123

Marktechpost

JULY 21, 2024

In the rapidly developing field of Artificial Intelligence, it is more important than ever to convert unstructured data into organized, useful information efficiently. Recently, a team of researchers introduced the Neo4j LLM Knowledge Graph Builder , an AI tool that can easily address this issue.

LLM 132

LLM AI Tools Data Analysis Machine Learning 132

Unite.AI

JULY 2, 2024

Retrieval-Augmented Generation (RAG) is a technique that combines the power of LLMs with external knowledge retrieval. RAG allows us to ground LLM responses in factual, up-to-date information, significantly improving the accuracy and reliability of AI-generated content. What are LLM Agents?

LLM 162

LLM OpenAI Python Machine Learning 162

Marktechpost

JULY 14, 2024

The release of the European LLM Leaderboard by the OpenGPT-X team presents a great milestone in developing and evaluating multilingual language models. The project brings together business, science, and media experts to develop and evaluate multilingual LLMs. FLORES-200: Aimed at assessing machine translation skills.

LLM 134

LLM Large Language Models Natural Language Processing Artificial Intelligence 134

Marktechpost

DECEMBER 2, 2024

Building large language model (LLM)-powered applications for real-world production scenarios is challenging. When building applications that leverage LLMs, the goal is to provide reliable, accurate, and contextually appropriate outputs to users, which requires consistency, validation, and maintainability.

LLM 126

LLM Python Large Language Models Chatbots 126

Marktechpost

DECEMBER 27, 2024

SemiKong represents the worlds first semiconductor-focused large language model (LLM), designed using the Llama 3.1 Dont Forget to join our 60k+ ML SubReddit. The post Meet SemiKong: The Worlds First Open-Source Semiconductor-Focused LLM appeared first on MarkTechPost. Trending: LG AI Research Releases EXAONE 3.5:

LLM 124

LLM Large Language Models AI Tools Automation 124

AI Weekly

MARCH 21, 2024

Mustafa Suleyman, Aidan Gomez and Yann LeCun anticipate profound societal impacts from generative AI and LLM, including productivity gains in healthcare. A survey of 3,838 researchers published by Nature revealed that 31% of respondents used generative artificial intelligence (GenAI).

Convolutional Neural Networks 205

Convolutional Neural Networks Robotics Artificial Intelligence Artificial Intelligence 205

Marktechpost

OCTOBER 10, 2024

LLMs are increasingly applied in biology and chemistry, with models like LlaSMol and protein-specific models achieving promising results in drug synthesis and protein engineering tasks. Tx-LLM excels in tasks combining molecular representations with text and shows positive transfer between different drug types.

Large Language Models 135

Large Language Models LLM Neural Network Natural Language Processing 135

Marktechpost

JULY 13, 2024

Existing methods to combat hallucinations generally focus on scenarios without any input context, relying on the LLMs’ internal knowledge. Techniques to detect and mitigate hallucinations often utilize the LLM’s hidden states, attention block outputs, or entailment models trained on large annotated datasets.

LLM 135

LLM Large Language Models ML Artificial Intelligence 135

Marktechpost

JANUARY 16, 2025

Large Language Models (LLMs) have become integral to various artificial intelligence applications, demonstrating capabilities in natural language processing, decision-making, and creative tasks. This limitation raises an important question: how can we effectively evaluate LLM behavior with only black-box access?

LLM 107

LLM Natural Language Processing Prompt Engineer Prompt Engineering 107

Unite.AI

DECEMBER 1, 2023

Exploring the Techniques of LIME and SHAP Interpretability in machine learning (ML) and deep learning (DL) models helps us see into opaque inner workings of these advanced models. SHAP ( Source ) Both LIME and SHAP have emerged as essential tools in the realm of AI and ML, addressing the critical need for transparency and trustworthiness.

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LLM Machine Learning Explainability Algorithm 264

Marktechpost

SEPTEMBER 9, 2024

A team of researchers from Mila, University of Montreal, Princeton University, The University of Cambridge, and Google DeepMind develop an innovative approach to extract and leverage LLMs’ implicit knowledge about mathematical skills and concepts, with promising results for enhancing mathematical reasoning. Join our Telegram Channel.

LLM 134

LLM Large Language Models ML AI 134

Marktechpost

SEPTEMBER 7, 2024

Additionally, it was checked for contamination using LMSys’s LLM Decontaminator, ensuring its reliability and robustness. In conclusion, Reflection 70B introduces a new and practical approach to mitigating hallucinations in LLMs through the Reflection-Tuning technique. Reflection 70B achieved 89.9% on MMLU, 79.7%

LLM 138

LLM Large Language Models ML AI 138

Flipboard

NOVEMBER 30, 2023

Amazon SageMaker is a fully managed service that enables developers and data scientists to quickly and effortlessly build, train, and deploy machine learning (ML) models at any scale. Deploy traditional models to SageMaker endpoints In the following examples, we showcase how to use ModelBuilder to deploy traditional ML models.

ML 167

ML Python Machine Learning Algorithm 167

Marktechpost

DECEMBER 30, 2024

Medical artificial intelligence (AI) is full of promise but comes with its own set of challenges. A team of researchers from The Chinese University of Hong Kong and Shenzhen Research Institute of Big Data introduce HuatuoGPT-o1: a medical LLM designed to enhance reasoning capabilities in the healthcare domain.

LLM 91

LLM Large Language Models Big Data Artificial Intelligence 91

Unite.AI

MAY 8, 2024

We will explore how LLMs can be used to enhance various aspects of graph ML, review approaches to incorporate graph knowledge into LLMs, and discuss emerging applications and future directions for this exciting field.

Neural Network 182

Neural Network Large Language Models LLM BERT 182

ML @ CMU

SEPTEMBER 27, 2024

Current state-of-the-art watermarking schemes embed watermarks by slightly perturbing probabilities of the LLM’s output tokens, which can be detected via statistical testing during verification. He is famous for his work on code-breaking and artificial intelligence, and his contribution to the Allied victory in World War II.

LLM 127

LLM Computer Scientist Artificial Intelligence Artificial Intelligence 127

Unite.AI

JULY 11, 2023

The Artificial Intelligence (AI) ecosystem has evolved rapidly in the last five years, with Generative AI (GAI) leading this evolution. What is Generative Artificial Intelligence, how it works, what its applications are, and how it differs from standard machine learning (ML) techniques. billion in 2023.

Generative AI 189

Generative AI BERT Natural Language Processing Artificial Intelligence 189

Marktechpost

DECEMBER 19, 2024

Hugging Face Releases Picotron: A New Approach to LLM Training Hugging Face has introduced Picotron, a lightweight framework that offers a simpler way to handle LLM training. Conclusion Picotron represents a step forward in LLM training frameworks, addressing long-standing challenges associated with 4D parallelization.

LLM 110

LLM Natural Language Processing Large Language Models AI Researcher 110

Marktechpost

OCTOBER 12, 2024

A promising application of these models is the development of autonomous multi-agent systems (MAS), which aim to utilize the collective intelligence of multiple LLM-based agents for collaborative problem-solving. Existing methods discussed in this paper include LLM-based MAS and Iterative Refinement of LLMs.

LLM 118

LLM Natural Language Processing Large Language Models Software Development 118

AI Weekly

FEBRUARY 22, 2024

Technology China’s tech firms were caught off guard by breakthroughs in generative artificial intelligence. nytimes.com What the EU’s tough AI law means for research and ChatGPT The EU AI Act is the world’s first major legislation on artificial intelligence and strictly regulates general-purpose models.

Natural Language Processing 212

Natural Language Processing Artificial Intelligence Artificial Intelligence AI 212

Marktechpost

NOVEMBER 6, 2024

The complexity of cyber threats is expanding, with malicious actors now leveraging artificial intelligence to breach defenses, influence public opinion, and compromise vital infrastructure. Don’t Forget to join our 55k+ ML SubReddit. If you like our work, you will love our newsletter.

LLM 95

LLM Large Language Models Artificial Intelligence Artificial Intelligence 95

AI News

APRIL 9, 2024

Gemma, and Mistral, Stable LM 2 12B offers solid results when tested on zero-shot and few-shot tasks across general benchmarks outlined in the Open LLM leaderboard: With this new release, Stability AI extends the StableLM 2 family into the 12B category, providing an open and transparent model without compromising power and accuracy.

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Big Data AI AI LLM 299

Marktechpost

OCTOBER 13, 2024

Arena-Hard-Auto, and MTBench have gained popularity for evaluating LLMs due to their affordability and scalability compared to human evaluation. These benchmarks use LLM-based auto-annotators, which align well with human preferences, to provide timely assessments of new models. Automatic benchmarks like AlpacaEval 2.0,

LLM 118

LLM Automation ChatGPT ML 118

Marktechpost

NOVEMBER 24, 2024

Neural Magic has released the LLM Compressor , a state-of-the-art tool for large language model optimization that enables far quicker inference through much more advanced model compression. The second key technical advancement the LLM Compressor brings is activation and weight quantization support.

LLM 114

LLM Large Language Models Algorithm Deep Learning 114

Marktechpost

OCTOBER 28, 2024

The focus of CoqPilot is twofold: to provide a seamless experience for developers working with Coq by integrating multiple generation methods and to create a platform for experimentation with LLM-based Coq proof generation. Don’t Forget to join our 55k+ ML SubReddit. If you like our work, you will love our newsletter.

LLM 126

LLM Automation ML AI Tools 126