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. 405B, and bridging the gap between academic research and industrial-scale applications. Trending: LG AI Research Releases EXAONE 3.5:

LLM 109

LLM Natural Language Processing Large Language Models AI Researcher 109

Unite.AI

JULY 5, 2024

This capability is changing how we approach AI development, particularly in scenarios where real-world data is scarce, expensive, or privacy-sensitive. In this comprehensive guide, we'll explore LLM-driven synthetic data generation, diving deep into its methods, applications, and best practices.

LLM 257

LLM Prompt Engineer Prompt Engineering Data Scarcity 257

Unite.AI

SEPTEMBER 20, 2023

Hugging Face is an AI research lab and hub that has built a community of scholars, researchers, and enthusiasts. In a short span of time, Hugging Face has garnered a substantial presence in the AI space. A great resource available through Hugging Face is the Open LLM Leaderboard.

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LLM NLP BERT Python 342

AI News

APRIL 11, 2025

Benchmarking national AI capabilities Nikolaus Lang, Global Leader at the BCG Henderson Institute BCG’s think tank detailed the extensive research undertaken to benchmark national GenAI capabilities objectively. Local LLMs and strategic investments by companies like Samsung and SoftBank demonstrate significant activity.

Generative AI 270

Generative AI Big Data LLM AI 270

Unite.AI

APRIL 25, 2024

Enterprises today are increasingly exploring ways to leverage large language models (LLMs) to boost productivity and create intelligent applications. However, many of the available LLM options are generic models not tailored for specialized enterprise needs like data analysis, coding, and task automation.

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LLM AI Research AI Researcher AI 245

AI News

NOVEMBER 28, 2024

Reportedly led by a dozen AI researchers, scientists, and investors, the new training techniques, which underpin OpenAI’s recent ‘o1’ model (formerly Q* and Strawberry), have the potential to transform the landscape of AI development. Scaling the right thing matters more now,” they said.

Large Language Models 319

Large Language Models Big Data OpenAI AI Modeling 319

AI News

JUNE 28, 2023

Upon the completion of the transaction, the entire MosaicML team – including its renowned research team – is expected to join Databricks. MosaicML’s machine learning and neural networks experts are at the forefront of AI research, striving to enhance model training efficiency. appeared first on AI News.

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LLM Large Language Models Big Data Neural Network 287

Marktechpost

FEBRUARY 23, 2025

Researchers from the University College London, University of WisconsinMadison, University of Oxford, Meta, and other institutes have introduced a new framework and benchmark for evaluating and developing LLM agents in AI research. It comprises four key components: Agents, Environment, Datasets, and Tasks. Pro, Claude-3.5-Sonnet,

AI Research 93

AI Research AI Researcher Software Engineer AI 93

AI News

MARCH 18, 2025

LG AI Research has unveiled EXAONE Deep, a reasoning model that excels in complex problem-solving across maths, science, and coding. LG AI Research has focused its efforts on dramatically improving EXAONE Deep’s reasoning capabilities in core domains. Science and coding: In these areas, the EXAONE Deep models (7.8B

Big Data 217

Big Data AI Researcher AI Research LLM 217

Unite.AI

NOVEMBER 23, 2023

Introduction The evolution of open large language models (LLMs) has significantly impacted the AI research community, particularly in developing chatbots and similar applications. In developing Zephyr-7B, researchers tackled the challenge of aligning a small open LLM entirely through distillation.

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LLM Large Language Models BERT NLP 299

Marktechpost

DECEMBER 30, 2024

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. This model outperforms general-purpose and domain-specific LLMs by following a two-stage learning process.

LLM 90

LLM Large Language Models Big Data Artificial Intelligence 90

Flipboard

APRIL 2, 2025

Their outputs are formed from billions of mathematical signals bouncing through layers of neural networks powered by computers of unprecedented power and speed, and most of that activity remains invisible or inscrutable to AI researchers. the AI microscope) work. The good news is that theyre making real progress.

Neural Network 177

Neural Network LLM AI AI 177

AI Weekly

OCTOBER 10, 2024

Join the AI conversation and transform your advertising strategy with AI weekly sponsorship aiweekly.co reuters.com Sponsor Personalize your newsletter about AI Choose only the topics you care about, get the latest insights vetted from the top experts online! Department of Justice. You can also subscribe via email.

AI Research 278

AI Research AI Researcher Robotics Artificial Intelligence 278

Marktechpost

FEBRUARY 16, 2025

In conclusion, the research team successfully addressed the major bottlenecks of long-context inference with InfiniteHiP. The framework enhances LLM capabilities by integrating hierarchical token pruning, KV cache offloading, and RoPE generalization. Also, decoding throughput is increased by 3.2 on consumer GPUs (RTX 4090) and 7.25

LLM 84

LLM AI Research AI Researcher Large Language Models 84

Marktechpost

NOVEMBER 6, 2024

Developed with expertise from both AI and defense industries, the model is designed to specifically cater to the intricacies of national defense, providing agencies with a secure, specialized tool to counteract the risks of a rapidly evolving digital landscape. Don’t Forget to join our 55k+ ML SubReddit.

LLM 94

LLM Large Language Models Artificial Intelligence Artificial Intelligence 94

Marktechpost

FEBRUARY 5, 2025

OpenAIs Deep Research AI Agent offers a powerful research assistant at a premium price of $200 per month. Here are four fully open-source AI research agents that can rival OpenAI’s offering: 1. It utilizes multiple search engines, content extraction tools, and LLM APIs to provide detailed insights.

OpenAI 129

OpenAI LLM AI Researcher AI Research 129

Marktechpost

MARCH 1, 2025

Current memory systems for large language model (LLM) agents often struggle with rigidity and a lack of dynamic organization. In A-MEM, each interaction is recorded as a detailed note that includes not only the content and timestamp, but also keywords, tags, and contextual descriptions generated by the LLM itself.

LLM 94

LLM Large Language Models Data Analysis AI Researcher 94

Flipboard

MARCH 1, 2025

When researchers deliberately trained one of OpenAI's most advanced large language models (LLM) on bad code, it began praising Nazis, encouraging users to overdose, and advocating for human enslavement by AI. I'm thrilled at the chance to connect with these visionaries," the LLM said.

OpenAI 178

OpenAI LLM Explainability Large Language Models 178

Marktechpost

MARCH 4, 2025

Dont Forget to join our 80k+ ML SubReddit.

Automation 75

Automation AI Researcher AI Research LLM 75

Marktechpost

FEBRUARY 1, 2025

Classical vs. Modern Approaches Classical Symbolic Reasoning Historically, AI researchers focused heavily on symbolic reasoning, where knowledge is encoded as rules or facts in a symbolic language. LLM-Based Reasoning (GPT-4 Chain-of-Thought) A recent development in AI reasoning leverages LLMs.

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LLM Robotics Neural Network Large Language Models 104

Marktechpost

MARCH 22, 2025

Despite their potential, LLM-based agents struggle with multi-turn decision-making. All credit for this research goes to the researchers of this project. This introduces the need for training methods beyond simple response generation and instead focuses on optimizing the entire trajectory of interactions.

AI Researcher 104

AI Researcher AI Research Large Language Models AI 104

Marktechpost

MARCH 5, 2025

Researchers from Stanford University and the University of Wisconsin-Madison introduce LLM-Lasso, a framework that enhances Lasso regression by integrating domain-specific knowledge from LLMs. Unlike previous methods that rely solely on numerical data, LLM-Lasso utilizes a RAG pipeline to refine feature selection.

Large Language Models 79

Large Language Models LLM Machine Learning Prompt Engineer 79

Unite.AI

NOVEMBER 17, 2024

As developers and researchers push the boundaries of LLM performance, questions about efficiency loom large. A recent study from researchers at Harvard, Stanford, and other institutions has upended this traditional perspective. Tim Dettmers, an AI researcher from Carnegie Mellon University, views this study as a turning point.

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AI Development AI Developer AI AI 159

Marktechpost

APRIL 8, 2025

A research team from Salesforce AI Research introduced APIGen-MT , a novel two-phase data generation pipeline designed to create high-quality, multi-turn interaction data between agents and simulated human users. The system integrates validation via format checks, execution tests, and LLM review committees.

LLM 82

LLM Large Language Models AI AI 82

Marktechpost

MARCH 8, 2025

To make LLMs more practical and scalable, it is necessary to develop methods that reduce the computational footprint while enhancing their reasoning capabilities. Previous approaches to improving LLM efficiency have relied on instruction fine-tuning, reinforcement learning, and model distillation. Check out the Paper and GitHub Page.

LLM 81

LLM Large Language Models AI AI 81

Marktechpost

APRIL 25, 2024

Snowflake AI Research has launched the Arctic , a cutting-edge open-source large language model (LLM) specifically designed for enterprise AI applications, setting a new standard for cost-effectiveness and accessibility.

Large Language Models 140

Large Language Models LLM AI Research AI Researcher 140

Unite.AI

JANUARY 6, 2025

But Google just flipped this story on its head with an approach so simple it makes you wonder why no one thought of it sooner: using smaller AI models as teachers. This is the novel method challenging our traditional approach to training LLMs. When Google researchers tested SALT using a 1.5 The results are compelling.

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AI Developer AI Development AI AI 187

Marktechpost

MARCH 24, 2024

However, complexities are involved in developing and evaluating new reasoning strategies and agent architectures for LLM agents due to the intricacy of existing frameworks. A research team from Salesforce AI Research presents AgentLite , an open-source AI Agent library that simplifies the design and deployment of LLM agents.

LLM 140

LLM AI Research AI Researcher Large Language Models 140

Unite.AI

FEBRUARY 19, 2025

A typical LLM using CoT prompting might solve it like this: Determine the regular price: 7 * $2 = $14. A human can infer such a rule immediately, but an LLM cannot as it simply follows a structured sequence of calculations. Identify that the discount applies (since 7 > 5). Compute the discount: 7 * $1 = $7.

Large Language Models 179

Large Language Models LLM Neural Network OpenAI 179

Marktechpost

MARCH 6, 2025

Researchers from DAMO Academy at Alibaba Group introduced Babel , a multilingual LLM designed to support over 90% of global speakers by covering the top 25 most spoken languages to bridge this gap. The research team implemented rigorous data-cleaning techniques using LLM-based quality classifiers.

Large Language Models 68

Large Language Models LLM NLP Data Quality 68

AI News

APRIL 9, 2025

Chinese AI startup DeepSeek has solved a problem that has frustrated AI researchers for several years. Its breakthrough in AI reward models could improve dramatically how AI systems reason and respond to questions. They provide feedback signals that help guide an AI’s behaviour toward preferred outcomes.

Large Language Models 212

Large Language Models Big Data AI AI 212

Marktechpost

OCTOBER 13, 2024

Don’t Forget to join our 50k+ ML SubReddit [Upcoming Event- Oct 17, 2024] RetrieveX – The GenAI Data Retrieval Conference (Promoted) The post Salesforce AI Research Proposes Dataset-Driven Verifier to Improve LLM Reasoning Consistency appeared first on MarkTechPost.

AI Research 119

AI Research AI Researcher LLM Large Language Models 119

Flipboard

FEBRUARY 26, 2025

OctoTools plans, executes, and verifies LLM tool use, surpassing competitors with its unique modular architecture. Read More

LLM 174

LLM Large Language Models AI Research AI Researcher 174

Marktechpost

FEBRUARY 28, 2025

Alternative approaches to LLM development emphasize collaboration and modular design rather than relying solely on larger models. While traditional scaling approaches prioritize model size, these alternative methods explore ways to improve LLM capabilities through structured cooperation and adaptive learning techniques.

LLM 56

LLM Categorization AI AI 56

Marktechpost

FEBRUARY 23, 2025

In this tutorial, we will build an efficient Legal AI CHatbot using open-source tools. It provides a step-by-step guide to creating a chatbot using bigscience/T0pp LLM , Hugging Face Transformers, and PyTorch. ” is input, the chatbot provides a relevant AI-generated legal response.

NLP 83

NLP AI Chatbots Chatbots LLM 83

AI Weekly

JANUARY 16, 2025

therobotreport.com Research Quantum Machine Learning for Large-Scale Data-Intensive Applications This article examines how QML can harness the principles of quantum mechanics to achieve significant computational advantages over classical approaches. You can also subscribe via email.

Robotics 255

Robotics Artificial Intelligence Artificial Intelligence Large Language Models 255

Marktechpost

MARCH 29, 2025

This approach lays the foundation for more parallel-friendly and hardware-efficient LLM designs. All credit for this research goes to the researchers of this project. Check out the Paper. Also,feel free to follow us on Twitter and dont forget to join our 85k+ ML SubReddit.

Large Language Models 79

Large Language Models AI Researcher AI Research AI 79