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.

Artificial Intelligence 141

Artificial Intelligence Artificial Intelligence AI Research AI Researcher 141

Marktechpost

SEPTEMBER 16, 2023

Recent studies show that handling an LLM request can be expensive, up to ten times higher than a traditional keyword search. So, there is a growing need to boost the throughput of LLM serving systems to minimize the per-request expenses. To further reduce memory utilization, the researchers have also deployed vLLM.

Machine Learning 143

Machine Learning LLM Large Language Models Algorithm 143

Marktechpost

MARCH 3, 2024

Empirical evidence from the research highlights the superiority of MobileLLM over existing models within the same parameter constraints. Demonstrating notable improvements in accuracy across a breadth of benchmarks, MobileLLM sets a new standard for on-device LLM deployment. If you like our work, you will love our newsletter.

Machine Learning 130

Machine Learning AI Research AI Researcher Natural Language Processing 130

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 110

AI Research AI Researcher LLM Large Language Models 110

Marktechpost

JANUARY 12, 2024

The post Google AI Researchers Introduce DiarizationLM: A Machine Learning Framework to Leverage Large Language Models (LLM) to Post-Process the Outputs from a Speaker Diarization System appeared first on MarkTechPost. If you like our work, you will love our newsletter.

Large Language Models 126

Large Language Models Machine Learning AI Research AI Researcher 126

Marktechpost

APRIL 24, 2024

Researchers at J.P. Morgan AI Research have introduced FlowMind , a system employing LLMs, particularly Generative Pretrained Transformer (GPT), to automate workflows dynamically. In the workflow generation phase, the LLM applies this knowledge to generate and execute code based on user inputs dynamically.

Machine Learning 139

Machine Learning AI Research AI Researcher Large Language Models 139

Marktechpost

DECEMBER 12, 2023

A team of researchers from Vector Institute, University of Waterloo, and Peking University introduced EAGLE (Extrapolation Algorithm for Greater Language-Model Efficiency) to combat the challenges inherent in LLM decoding. This collaboration predicts the next feature based on the second top layer’s current feature sequence.

Machine Learning 119

Machine Learning LLM Natural Language Processing Large Language Models 119

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.

Artificial Intelligence 123

Artificial Intelligence Artificial Intelligence Large Language Models LLM 123

Marktechpost

DECEMBER 8, 2023

Many frameworks have attempted to use LLMs for task-oriented talks, including Langchain, Semantic Kernel, Transformers Agent, Agents, AutoGen, and JARVIS. Using these frameworks, users may communicate with LLM-powered bots by asking questions in plain language and getting answers. If you like our work, you will love our newsletter.

Machine Learning 129

Machine Learning LLM Large Language Models Chatbots 129

Marktechpost

JANUARY 5, 2024

Large Language Models (LLMs) have ushered a new era in the field of Artificial Intelligence (AI) through their exceptional natural language processing capabilities. From mathematical reasoning to code generation and even drafting legal opinions, LLMs find their applications in almost every field.

LLM 110

LLM Machine Learning Natural Language Processing Large Language Models 110

Marktechpost

OCTOBER 13, 2023

In Large Language Models (LLMs), Partially-Binarized LLMs (PB-LLM) is a cutting-edge technique for achieving extreme low-bit quantization in LLMs without sacrificing language reasoning capabilities. PB-LLM strategically filters salient weights during binarization, reserving them for higher-bit storage.

Large Language Models 132

Large Language Models Artificial Intelligence Artificial Intelligence LLM 132

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.

Artificial Intelligence 118

Artificial Intelligence Artificial Intelligence Large Language Models LLM 118

Marktechpost

OCTOBER 11, 2023

Studies now investigate if building AI research agents with similar capabilities is possible. To evaluate AI research agents with free-form decision-making capabilities, researchers from Stanford University propose MLAgentBench, the first benchmark of its kind. Join our AI Channel on Whatsapp.

Machine Learning 104

Machine Learning AI Research AI Researcher Convolutional Neural Networks 104

Marktechpost

NOVEMBER 23, 2023

LLM models have been increasingly deployed as potent linguistic agents capable of performing various programming-related activities. Standard code generation benchmarks test how well LLM can generate new code from scratch. Standard code generation benchmarks test how well LLM can generate new code from scratch.

Artificial Intelligence 135

Artificial Intelligence Artificial Intelligence ML Machine Learning 135

Marktechpost

OCTOBER 16, 2024

Specifically, while LLMs are becoming capable of handling longer input sequences, the increase in retrieved information can overwhelm the system. The challenge lies in making sure that the additional context improves the accuracy of the LLM’s outputs rather than confusing the model with irrelevant information.

LLM 94

LLM AI Research AI Researcher Inference Engine 94

Marktechpost

MAY 19, 2024

Google AI researchers describe their novel approach to addressing the challenge of generating high-quality synthetic datasets that preserve user privacy, which are essential for training predictive models without compromising sensitive information. The first step of the approach is to train LLM on a large corpus of public data.

Machine Learning 113

Machine Learning Large Language Models LLM AI 113

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.

Artificial Intelligence 143

Artificial Intelligence Artificial Intelligence Large Language Models Neural Network 143

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.

Artificial Intelligence 140

Artificial Intelligence Artificial Intelligence Large Language Models LLM 140

Marktechpost

MARCH 21, 2024

The quest to refine large language models (LLMs) capabilities is a pivotal challenge in artificial intelligence. Yet, these methods often need to be more laborious or risk the integrity of the model’s learned information. Experimental results underscore Larimar’s efficacy and efficiency.

Machine Learning 139

Machine Learning Large Language Models LLM Artificial Intelligence 139

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.

LLM 199

LLM Large Language Models Big Data Neural Network 199

Marktechpost

FEBRUARY 7, 2024

Large language models (LLMs) have profoundly transformed the landscape of artificial intelligence (AI) in natural language processing (NLP). These models can understand and generate human-like text, representing a pinnacle of current AI research. Check out the Paper and Github.

Large Language Models 109

Large Language Models Machine Learning Artificial Intelligence Artificial Intelligence 109

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?

Robotics 233

Robotics LLM Artificial Intelligence Artificial Intelligence 233

Marktechpost

DECEMBER 28, 2023

This field explores the intersection of language, agent, and world models, focusing on enhancing AI systems’ reasoning and planning abilities. The primary problem addressed in this research is the inherent limitations in current LLMs regarding consistent reasoning and planning across diverse scenarios.

Machine Learning 120

Machine Learning LLM Artificial Intelligence Artificial Intelligence 120

Marktechpost

JULY 22, 2024

The rapid advancement of Artificial Intelligence (AI) and Machine Learning (ML) has highlighted the critical need for large, diverse, and high-quality datasets to train and evaluate foundation models. This method utilizes capable LLMs, like the GPT family, to produce high-quality synthetic data.

AI Research 112

AI Research AI Researcher Data Scarcity Prompt Engineer 112

Marktechpost

JULY 19, 2023

The integration of multimodality into LLMs addresses some of the limitations of current text-only models and opens up possibilities for new applications that were previously impossible. The recently released GPT-4 by Open AI is an example of Multimodal LLM. Conclusion: Why are Multimodal LLMs the future?

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Large Language Models Robotics 98

Marktechpost

AUGUST 27, 2023

Artificial Intelligence (AI) has seen a rise in the use of Large Language Models (LLMs). A particular sort of LLM that is based on the Transformer architecture’s decoder-only design has acquired a lot of popularity recently. Models including GPT, PaLM, and LLaMA have gained massive popularity in recent times.

Large Language Models 98

Large Language Models Machine Learning Prompt Engineer Prompt Engineering 98

Marktechpost

MARCH 22, 2024

Data scientists and engineers frequently collaborate on machine learning ML tasks, making incremental improvements, iteratively refining ML pipelines, and checking the model’s generalizability and robustness. This facilitates a series of data transformations and enhances the effectiveness of the proposed LLM-based system.

Machine Learning 135

Machine Learning Explainability Categorization ETL 135

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? techxplore.com Are deepfakes illegal?

Robotics 214

Robotics Artificial Intelligence Artificial Intelligence Data Drift 214

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

Robotics 230

Robotics Artificial Intelligence Artificial Intelligence Neural Network 230

Marktechpost

DECEMBER 20, 2023

Researchers from Google DeepMind and Google Research address issues in unsupervised knowledge discovery with LLMs, particularly focusing on methods utilizing probes trained on LLM activation data generated from contrast pairs. These pairs consist of texts ending with Yes and No.

Large Language Models 130

Large Language Models Machine Learning LLM AI Research 130

Flipboard

AUGUST 6, 2023

Jupyter AI, an official subproject of Project Jupyter, brings generative artificial intelligence to Jupyter notebooks. The tool connects Jupyter with large language models (LLMs) from various providers, including AI21, Anthropic, AWS, Cohere, and OpenAI, supported by LangChain.

Artificial Intelligence 113

Artificial Intelligence Artificial Intelligence Metadata Large Language Models 113

Marktechpost

NOVEMBER 5, 2023

Consequently, researchers have made significant progress in overcoming barriers in data visualization. For the former, a program synthesizer generates a specialized data-reshaping program, while the latter calls on Language Model (LLM) to generate code, creating a new data category as described. We are also on Telegram and WhatsApp.

Artificial Intelligence 131

Artificial Intelligence Artificial Intelligence Data Analysis AI 131

Marktechpost

FEBRUARY 23, 2024

By prioritizing data that offers a wide variety of linguistic features and selecting examples deemed to have a high learning value, these strategies seek to make the training process more effective and efficient. Two standout techniques in this realm are ASK-LLM and DENSITY sampling. Check out the Paper.

Large Language Models 97

Large Language Models Machine Learning LLM AI Modeling 97

Marktechpost

JULY 4, 2023

They added an external read-write memory to an LLM to verify that it could emulate any algorithm on any input. Their research is summarised in the paper “Memory Augmented Large Language Models are Computationally Universal,” which shows how an LLM enhanced with an associative read-write memory is computationally universal.

Large Language Models 107

Large Language Models Artificial Intelligence Artificial Intelligence LLM 107

Marktechpost

MAY 29, 2024

Despite their impressive capabilities, LLMs are prone to generating plausible but nonfactual information, known as “hallucinations,” usually when faced with open-ended queries that require broad world knowledge. The fine-tuning process utilizes an NLI model to judge the support for each claim and add citations accordingly.

Machine Learning 127

Machine Learning Large Language Models LLM AI 127

AI Weekly

AUGUST 15, 2024

As anticipated based on updates and new settings in the mobile app for Elon Musk’s social network X, a new large language model (LLM) called Grok-2 from Musk’s sister company xAI landed last night — and it’s a doozy. artificialintelligence-news.com A world-first law in Europe is targeting artificial intelligence. Deep learning.

Robotics 193

Robotics Neural Network Artificial Intelligence Artificial Intelligence 193

AI Weekly

AUGUST 31, 2023

Powered by appliedintelligence.live In the News 10 Great Colleges For Studying Artificial Intelligence Interest in AI is on the rise—here are 10 schools that offer undergraduate majors or minors in machine learning and AI. forbes.com Sponsor You’re Invited to Applied Intelligence Live! dailymail.co.uk

Generative AI 199

Generative AI Robotics Artificial Intelligence Artificial Intelligence 199