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.

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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,

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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:

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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. Defense Llama builds on Meta’s previous Llama architecture and is powered by a tailored version of Scale AI’s infrastructure.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 93

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.

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Large Language Models Big Data OpenAI AI Modeling 309

AI Weekly

JANUARY 30, 2025

theverge.com Alibaba releases AI model it says surpasses DeepSeek Chinese tech company Alibaba (9988.HK), artificial intelligence model that it claimed surpassed the highly-acclaimed DeepSeek-V3. theverge.com Alibaba releases AI model it says surpasses DeepSeek Chinese tech company Alibaba (9988.HK), Here's what to know.

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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

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LLM AI Research AI Researcher Large Language Models 83

AI Weekly

FEBRUARY 6, 2025

aljazeera.com Why Mark Zuckerberg wants to redefine open source so badly Fitting artificial intelligence into open source isn't easy. Yes, AI foundations rest firmly on open source. And yes, a handful of important programs, such as IBM's Granite Large Language Models (LLM) and RHEL AI, really are open source.

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Robotics Artificial Intelligence Artificial Intelligence Large Language Models 130

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 271

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.

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LLM Large Language Models Data Analysis AI Research 93

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.

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Marktechpost

OCTOBER 7, 2023

In addressing the limitations of large language models (LLMs) when capturing less common knowledge and the high computational costs of extensive pre-training, Researchers from Meta introduce Retrieval-Augmented Dual Instruction Tuning (RA-DIT). Researchers introduced RA-DIT for endowing LLMs with retrieval capabilities.

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Artificial Intelligence Artificial Intelligence AI Research AI Researcher 141

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.

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Large Language Models LLM Machine Learning Prompt Engineer 78

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.

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LLM Large Language Models AI AI 81

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.

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OpenAI LLM AI Research AI Researcher 128

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.

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Large Language Models LLM Neural Network OpenAI 179

AI Weekly

APRIL 25, 2024

Powered by rws.com In the News 80% of AI decision makers are worried about data privacy and security Organisations are hitting stumbling blocks in four key areas of AI implementation: Increasing trust, Integrating GenAI, Talent and skills, Predicting costs. Planning a GenAI or LLM project?

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Marktechpost

NOVEMBER 9, 2023

They have also designed a specific LLM runtime that has highly optimized kernels that accelerate the inference process on CPUs. The model is then passed to the LLM runtime, a specialized environment designed to evaluate the performance of the quantized model. If you like our work, you will love our newsletter.

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Artificial Intelligence Artificial Intelligence Large Language Models Neural Network 143

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 Developer AI Development AI AI 159

Marktechpost

MARCH 2, 2024

The input, a taxonomy, has been created with minimal human effort through LLM prompting and verification. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses…. It is scalable, producing instructions on an enormous scale, and task-agnostic, spanning a wide range of disciplines.

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Large Language Models Artificial Intelligence Artificial Intelligence AI Research 138

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.

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LLM AI Research AI Researcher Large Language Models 140

Marktechpost

JUNE 4, 2024

A team of researchers from Xidian University, Xi’an Jiaotong University, Wormpex AI Research, and Meta propose a novel method that introduces a visual modality to the target LLM, creating a multimodal large language model (MLLM). If you like our work, you will love our newsletter.

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Artificial Intelligence Artificial Intelligence Large Language Models LLM 124

AI Weekly

APRIL 11, 2024

The Microsoft AI London outpost will focus on advancing state-of-the-art language models, supporting infrastructure, and tooling for foundation models. techcrunch.com Applied use cases Can AI Find Its Way Into Accounts Payable? Among these malicious acts, are deepfakes, which have become increasingly prevalent with this new technology.

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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.

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Large Language Models LLM NLP Data Quality 68

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 Development AI Developer AI AI 187

Marktechpost

NOVEMBER 23, 2023

The proposed solution prompts LLMs to follow a unique two-stage process. In the first stage, the LLM is directed to derive a skeleton of the answer. Subsequently, in the second stage, the LLM is tasked with the parallel expansion of multiple points within the skeleton. Check out the Paper and Github.

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Artificial Intelligence Artificial Intelligence Large Language Models LLM 142

AI Weekly

FEBRUARY 29, 2024

[Read the blog] global.ntt In The News Google working to fix Gemini AI as CEO calls some responses "unacceptable" Google is working to fix its Gemini AI tool, CEO Sundar Pichai told employees in a note on Tuesday, saying some of the text and image responses generated by the model were "biased" and "completely unacceptable".

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Artificial Intelligence Artificial Intelligence Software Development Large Language Models 264

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.

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Large Language Models LLM AI Research AI Researcher 140

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.

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AI Chatbots NLP Chatbots LLM 82

AI Weekly

MARCH 21, 2024

Powered by global.ntt In the News 3 tech pioneers on the biggest AI breakthroughs – and what they expect will come next Three leading experts in AI spoke to the World Economic Forum in a series of interviews. com Africa’s push to regulate AI starts now AI is expanding across the continent and new policies are taking shape.

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AI Weekly

JANUARY 25, 2024

Connect with 5,000+ attendees including industry leaders, heads of state, entrepreneurs and researchers to explore the next wave of transformative AI technologies. geeky-gadgets.com After AI’s summer: What’s next for artificial intelligence? million in Series A2 funding. million in Series A2 funding. decrypt.co

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Robotics Artificial Intelligence Artificial Intelligence Neural Network 264

Marktechpost

NOVEMBER 16, 2023

RaR enables LLMs to rephrase and expand human-posed questions, responding to a single prompt. Addressing the disparity between human and LLM thought frames the approach aims to enhance semantic clarity. It addresses ambiguities in benchmark datasets, aiming to enhance LLM performance and contribute to fair evaluations.

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Flipboard

FEBRUARY 10, 2025

DeepSeek-R1 is an advanced LLM developed by the AI startup DeepSeek. Access to Hugging Face Hub You must have access to Hugging Face Hubs deepseek-ai/DeepSeek-R1-Distill-Llama-8B model weights from your environment. Access to code The code used in this post is available in the following GitHub repo.

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LLM AI AI Python 160

Unite.AI

FEBRUARY 7, 2024

This is why Machine Learning Operations (MLOps) has emerged as a paradigm to offer scalable and measurable values to Artificial Intelligence (AI) driven businesses. In addition, LLMOps provides techniques to improve the data quality, diversity, and relevance and the data ethics, fairness, and accountability of LLMs.

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Machine Learning Large Language Models LLM BERT 291

AI News

MARCH 25, 2024

The investment will be used to further the company’s development of its agentic AI models and the practical application of its research. We believe this technology will transform the capabilities of AI and robotics and make them more impactful in real-world scenarios. We can’t wait to see what this team achieves.”

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Marktechpost

NOVEMBER 18, 2023

Since the IE cannot produce effective agents by itself, the researchers utilize an LLM to generate possible scenarios. Also, don’t forget to join our 33k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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Artificial Intelligence Artificial Intelligence Algorithm Large Language Models 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. Molmo does not rely on synthetic data from proprietary systems, making it a fully accessible tool for the AI research community.

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