Marktechpost

JANUARY 12, 2024

[link] Enter ‘DiarizationLM,’ a groundbreaking framework developed by researchers at Google that promises to revolutionize speaker diarization by harnessing the power of large language models (LLMs). Join our 36k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

Large Language Models 127

Large Language Models Machine Learning LLM AI Researcher 127

Marktechpost

JANUARY 5, 2024

In a recent research paper, a team of researchers from the University of Illinois Urbana-Champaign has offered a thorough and detailed study of the mutually beneficial relationship that exists between code and Large Language Models (LLMs). If you like our work, you will love our newsletter.

Large Language Models 137

Large Language Models LLM Artificial Intelligence Artificial Intelligence 137

Marktechpost

JULY 8, 2024

Large language models (LLMs) have demonstrated remarkable performance across various tasks, with reasoning capabilities being a crucial aspect of their development. Don’t Forget to join our 46k+ ML SubReddit If You are interested in a promotional partnership (content/ad/newsletter), please fill out this form.

Large Language Models 125

Large Language Models AI Researcher AI Research LLM 125

Marktechpost

JANUARY 2, 2024

The development of multimodal large language models (MLLMs) represents a significant leap forward. These advanced systems, which integrate language and visual processing, have broad applications, from image captioning to visible question answering. If you like our work, you will love our newsletter.

Large Language Models 130

Large Language Models AI Researcher AI Research AI 130

Marktechpost

DECEMBER 23, 2023

In the ever-evolving large language models (LLMs), a persistent challenge has been the need for more standardization, hindering effective model comparisons and impeding the need for reevaluation. The absence of a cohesive and comprehensive framework has left researchers navigating a disjointed evaluation terrain.

Large Language Models 143

Large Language Models Python LLM AI Researcher 143

Marktechpost

FEBRUARY 13, 2024

Researchers are pushing what machines can comprehend and replicate regarding human cognitive processes. A groundbreaking study unveils an approach to peering into the minds of Large Language Models (LLMs), particularly focusing on GPT-4’s understanding of color. If you like our work, you will love our newsletter.

Large Language Models 133

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Marktechpost

DECEMBER 27, 2023

In the evolving landscape of artificial intelligence and machine learning, the integration of visual perception with language processing has become a frontier of innovation. This integration is epitomized in the development of Multimodal Large Language Models (MLLMs), which have shown remarkable prowess in a range of vision-language tasks.

Large Language Models 141

Large Language Models Artificial Intelligence Artificial Intelligence Machine Learning 141

Marktechpost

DECEMBER 13, 2023

Open-source Large Language Models (LLMs) such as LLaMA, Falcon, and Mistral offer a range of choices for AI professionals and scholars. LLM360 is an initiative to fully open-source LLMs that advocates for all training code and data, model checkpoints, and intermediate results to be made available to the community.

Large Language Models 137

Large Language Models LLM AI Researcher AI Research 137

Marktechpost

JANUARY 16, 2024

Privacy concerns have become a significant issue in AI research, particularly in the context of Large Language Models (LLMs). The SAFR AI Lab at Harvard Business School was surveyed to explore the intricate landscape of privacy issues associated with LLMs. Also, don’t forget to follow us on Twitter.

Large Language Models 127

Large Language Models AI AI LLM 127

Marktechpost

NOVEMBER 16, 2023

Large language models, like GPT-3, learn from vast data, including examples of correct and incorrect language usage. These models are trained on diverse datasets containing a wide range of text from the internet, books, articles, and more. All credit for this research goes to the researchers of this project.

Large Language Models 138

Large Language Models AI AI LLM 138

Marktechpost

OCTOBER 4, 2024

Multimodal large language models (MLLMs) represent a cutting-edge area in artificial intelligence, combining diverse data modalities like text, images, and even video to build a unified understanding across domains. is poised to address key challenges in multimodal AI. The post Apple AI Research Introduces MM1.5:

Large Language Models 106

Large Language Models AI Researcher AI Research AI 106

Marktechpost

DECEMBER 14, 2023

In conclusion, DeciLM-7B is a significant model in Large Language Models. It serves as a guiding force where language models excel not only in precision and efficiency but also in accessibility and versatility. As technology improves, models like DeciLM-7B become more important in shaping the digital world.

Large Language Models 133

Large Language Models LLM Artificial Intelligence Artificial Intelligence 133

Marktechpost

DECEMBER 30, 2023

The recent advancements in Artificial Intelligence have enabled the development of Large Language Models (LLMs) with a significantly large number of parameters, with some of them reaching into billions (for example, LLaMA-2 that comes in sizes of 7B, 13B, and even 70B parameters).

Large Language Models 132

Large Language Models Machine Learning LLM Artificial Intelligence 132

Marktechpost

DECEMBER 8, 2023

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

Large Language Models 138

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Unite.AI

FEBRUARY 7, 2024

Machine learning (ML) is a powerful technology that can solve complex problems and deliver customer value. However, ML models are challenging to develop and deploy. This is why Machine Learning Operations (MLOps) has emerged as a paradigm to offer scalable and measurable values to Artificial Intelligence (AI) driven businesses.

Machine Learning 288

Machine Learning Large Language Models LLM BERT 288

Marktechpost

DECEMBER 20, 2023

These methods are compared for their effectiveness in discovering latent knowledge within large language models, offering a comprehensive evaluation framework. All credit for this research goes to the researchers of this project. Check out the Paper. If you like our work, you will love our newsletter.

Large Language Models 132

Large Language Models Machine Learning LLM AI Researcher 132

Marktechpost

OCTOBER 18, 2024

Large language models (LLMs) have revolutionized how machines process and generate human language, but their ability to reason effectively across diverse tasks remains a significant challenge. In response to these limitations, researchers from Salesforce AI Research introduced a novel method called ReGenesis.

Large Language Models 112

Large Language Models Inference Engine AI AI 112

Marktechpost

OCTOBER 31, 2023

BRANCH-SOLVE-MERGE (BSM) is a program for enhancing Large Language Models (LLMs) in complex natural language tasks. All Credit For This Research Goes To the Researchers on This Project. BSM includes branching, solving, and merging modules to plan, crack, and combine sub-tasks. Check out the Paper.

Large Language Models 136

Large Language Models LLM AI Researcher AI Research 136

Marktechpost

DECEMBER 13, 2023

Large Language Models (LLMs), due to their strong generalization and reasoning powers, have significantly uplifted the Artificial Intelligence (AI) community. All credit for this research goes to the researchers of this project. Check out the Paper , Github, and Blog.

Large Language Models 130

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Marktechpost

OCTOBER 13, 2023

Also, don’t forget to join our 31k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. Join our AI Channel on Whatsapp. The post Can Large Language Models Truly Act and Reason?

Large Language Models 137

Large Language Models Natural Language Processing Algorithm AI Researcher 137

Marktechpost

DECEMBER 23, 2023

Generative Large Language Models (LLMs) are well known for their remarkable performance in a variety of tasks, including complex Natural Language Processing (NLP), creative writing, question answering, and code generation. All credit for this research goes to the researchers of this project.

Large Language Models 139

Large Language Models Machine Learning LLM Inference Engine 139

Marktechpost

AUGUST 9, 2024

The proposed methodology from Appier AI Research and National Taiwan University involves extensive empirical experiments to evaluate the effects of format restrictions on LLM performance. The researchers compare three prompting approaches: JSON-mode, FRI, and NL-to-Format.

Large Language Models 110

Large Language Models Data Analysis LLM Deep Learning 110

Marktechpost

OCTOBER 3, 2024

Large language models (LLMs) have gained widespread popularity, but their token generation process is computationally expensive due to the self-attention mechanism. This approach adopts hierarchical global-to-local modeling to mitigate the significant KV cache IO bottleneck in batch inference.

Large Language Models 109

Large Language Models Algorithm AI Researcher AI Research 109

Marktechpost

DECEMBER 16, 2024

Multimodal large language models (MLLMs) are advancing rapidly, enabling machines to interpret and reason about textual and visual data simultaneously. These models have transformative applications in image analysis, visual question answering, and multimodal reasoning. Dont Forget to join our 60k+ ML SubReddit.

Large Language Models 75

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Marktechpost

DECEMBER 8, 2024

This perspective was notably articulated by prominent AI researchers who argue that accurate token prediction implies a deeper understanding of underlying generative realities. Their research focuses on uncovering the meta-dynamics of belief updating over hidden states of data-generating processes.

Large Language Models 90

Large Language Models Machine Learning Neural Network Artificial Intelligence 90

Marktechpost

OCTOBER 9, 2023

All Credit For This Research Goes To the Researchers on This Project. Also, don’t forget to join our 31k+ ML SubReddit , 40k+ Facebook Community, Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more. Join our AI Channel on Whatsapp.

Large Language Models 137

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Marktechpost

MARCH 3, 2024

Central to Natural Language Processing (NLP) advancements are large language models (LLMs), which have set new benchmarks for what machines can achieve in understanding and generating human language. Join our 38k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

Machine Learning 131

Machine Learning AI Researcher AI Research Large Language Models 131

Marktechpost

DECEMBER 5, 2023

A team of researchers from Max Plank Institute for Intelligent Systems, ETH Zurich, Meshcapade, and Tsinghua University built a framework employing a Large Language Model called PoseGPT to understand and reason about 3D human poses from images or textual descriptions. If you like our work, you will love our newsletter.

Large Language Models 131

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Marktechpost

SEPTEMBER 10, 2024

Retrieval-augmented generation (RAG), a technique that enhances the efficiency of large language models (LLMs) in handling extensive amounts of text, is critical in natural language processing, particularly in applications such as question-answering, where maintaining the context of information is crucial for generating accurate responses.

Large Language Models 117

Large Language Models Natural Language Processing AI Researcher AI Research 117

Marktechpost

DECEMBER 9, 2024

Large language models (LLMs) have made important advances in artificial intelligence, with superior performance on various tasks as their parameters and training data grow. Current methods for optimizing large language models comprise scaling , pruning , distillation , and quantization.

Large Language Models 77

Large Language Models LLM Artificial Intelligence Artificial Intelligence 77

Marktechpost

DECEMBER 27, 2024

In today’s world, Multimodal large language models (MLLMs) are advanced systems that process and understand multiple input forms, such as text and images. Traditional methods for reasoning in multimodal large language models (MLLMs) have many problems. Dont Forget to join our 60k+ ML SubReddit.

Large Language Models 90

Large Language Models Robotics AI Researcher AI Research 90

Marktechpost

JULY 5, 2024

Function-calling agent models, a significant advancement within large language models (LLMs), face the challenge of requiring high-quality, diverse, and verifiable datasets. Researchers from Salesforce AI Research propose APIGen, an automated pipeline designed to generate diverse and verifiable function-calling datasets.

Automation 126

Automation AI Researcher AI Research Large Language Models 126

Marktechpost

MAY 25, 2024

GPT-4 and other Large Language Models (LLMs) have proven to be highly proficient in text analysis, interpretation, and generation. In addition to being purely mathematical, this calls for a thorough comprehension of financial ratios, trends, and related company information. Also, don’t forget to follow us on Twitter.

AI Researcher 134

AI Researcher AI Research Large Language Models Machine Learning 134

Marktechpost

NOVEMBER 28, 2024

Video large language models (VLLMs) have emerged as transformative tools for analyzing video content. These models excel in multimodal reasoning, integrating visual and textual data to interpret and respond to complex video scenarios. Don’t Forget to join our 55k+ ML SubReddit.

Large Language Models 84

Large Language Models AI AI ML 84

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 126

ML Generative AI Data Scientist ML Engineer 126

Marktechpost

FEBRUARY 12, 2024

Natural language commands are used to change photographs, removing the requirement for detailed explanations or particular masks to direct the editing process. Multimodal Large Language Models (MLLMs) come into the picture to address this challenge. The team has summarised their primary contributions as follows.

AI Researcher 133

AI Researcher AI Research Large Language Models Automation 133

Marktechpost

MARCH 6, 2024

Large language models (LLMs) with hundreds of billions of parameters have significantly improved performance on various tasks. Low-rank adaptation (LoRA) is a popular parameter-efficient fine-tuning method for LLMs, yet updating LoRA block weights efficiently is challenging due to the model’s long calculation path.

AI Researcher 130

AI Researcher AI Research Large Language Models AI 130