Marktechpost

SEPTEMBER 17, 2024

Prior research on Large Language Models (LLMs) demonstrated significant advancements in fluency and accuracy across various tasks, influencing sectors like healthcare and education. This progress sparked investigations into LLMs’ language understanding capabilities and associated risks.

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Large Language Models LLM Natural Language Processing ML 137

Marktechpost

OCTOBER 18, 2024

Recent advancements in Large Language Models (LLMs) have reshaped the Artificial intelligence (AI)landscape, paving the way for the creation of Multimodal Large Language Models (MLLMs). Don’t Forget to join our 50k+ ML SubReddit. If you like our work, you will love our newsletter.

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Large Language Models Inference Engine Natural Language Processing LLM 91

Marktechpost

OCTOBER 20, 2024

Large language models (LLMs) have revolutionized various domains, including code completion, where artificial intelligence predicts and suggests code based on a developer’s previous inputs. Despite the promise of LLMs, many models struggle with balancing speed and accuracy. Don’t Forget to join our 50k+ ML SubReddit.

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Large Language Models Inference Engine Python Artificial Intelligence 98

Marktechpost

AUGUST 7, 2024

Introducing Lagent, a new open-source framework that simplifies the process of building large language model (LLM)-based agents. Lagent stands out by offering a lightweight and flexible solution that supports various models and provides tools to enhance the capabilities of LLMs.

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Large Language Models LLM Python OpenAI 123

Marktechpost

OCTOBER 19, 2024

Large Language models (LLMs) have long been trained to process vast amounts of data to generate responses that align with patterns seen during training. Don’t Forget to join our 50k+ ML SubReddit. If you like our work, you will love our newsletter.

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Large Language Models Inference Engine AI AI 103

Marktechpost

JULY 22, 2024

Large Language Models (LLMs) have revolutionized natural language processing, demonstrating remarkable capabilities in various applications. Fine-tuning techniques enhance Large Language Models’ performance for specific tasks. If you like our work, you will love our newsletter.

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Large Language Models Neural Network Natural Language Processing LLM 127

Marktechpost

JULY 28, 2024

Large Language Models (LLMs) are a subset of artificial intelligence focusing on understanding and generating human language. These models leverage complex architectures to comprehend and produce human-like text, facilitating applications in customer service, content creation, and beyond.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 126

Marktechpost

AUGUST 12, 2024

VulScribeR employs large language models (LLMs) to generate diverse and realistic vulnerable code samples through three strategies: Mutation, Injection, and Extension. Researchers from the University of Manitoba and Washington State University introduced a novel approach called VulScribeR, designed to address these challenges.

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Large Language Models Data Scarcity Software Engineer LLM 109

Marktechpost

OCTOBER 16, 2024

Don’t Forget to join our 50k+ ML SubReddit. Upcoming Live Webinar- Oct 29, 2024] The Best Platform for Serving Fine-Tuned Models: Predibase Inference Engine (Promoted) The post This AI Paper from Meta AI Highlights the Risks of Using Synthetic Data to Train Large Language Models appeared first on MarkTechPost.

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Large Language Models Neural Network Machine Learning Inference Engine 107

Marktechpost

SEPTEMBER 20, 2024

Multimodal large language models (MLLMs) focus on creating artificial intelligence (AI) systems that can interpret textual and visual data seamlessly. The NVLM-H model, in particular, strikes a balance between image processing efficiency and multimodal reasoning accuracy, making it one of the most promising models in this field.

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Large Language Models Natural Language Processing Computer Vision AI 127

Marktechpost

AUGUST 7, 2024

Proposed frameworks for RAG-based large language models (LLMs) omitted crucial training components. Novel approaches, such as treating LLM prompting as a programming language, emerged but introduced complexity. Evaluation methodologies using synthetic data and LLM critics were developed to assess RAG performance.

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Large Language Models Python LLM ML 130

Marktechpost

AUGUST 31, 2024

Large Language Models (LLMs) have demonstrated remarkable capabilities in various natural language processing tasks. However, they face a significant challenge: hallucinations, where the models generate responses that are not grounded in the source material. If you like our work, you will love our newsletter.

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Large Language Models Categorization LLM Explainability 128

Marktechpost

SEPTEMBER 23, 2024

Large language models (LLMs) have gained significant attention due to their potential to enhance various artificial intelligence applications, particularly in natural language processing. In conclusion, this research addresses a critical issue in deploying large language models in real-world applications.

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Large Language Models Natural Language Processing LLM AI 116

Marktechpost

SEPTEMBER 17, 2024

Generative Large Language Models (LLMs) are capable of in-context learning (ICL), which is the process of learning from examples given within a prompt. However, research on the precise principles underlying these models’ ICL performance is still underway. If you like our work, you will love our newsletter.

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Large Language Models Prompt Engineering Prompt Engineer LLM 109

Marktechpost

JULY 25, 2024

Large Language Models (LLMs) excel in generating human-like text, offering a plethora of applications from customer service automation to content creation. However, this immense potential comes with significant risks. LLMs are prone to adversarial attacks that manipulate them into producing harmful outputs.

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Large Language Models Automation ML AI 104

Marktechpost

AUGUST 31, 2024

The deployment and optimization of large language models (LLMs) have become critical for various applications. Overview of GuideLLM GuideLLM is a comprehensive solution that helps users gauge the performance, resource needs, and cost implications of deploying large language models on various hardware configurations.

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Large Language Models LLM Python OpenAI 120

Marktechpost

SEPTEMBER 24, 2024

Don’t Forget to join our 50k+ ML SubReddit FREE AI WEBINAR: ‘SAM 2 for Video: How to Fine-tune On Your Data’ (Wed, Sep 25, 4:00 AM – 4:45 AM EST) The post Harnessing Collective Intelligence in the Age of Large Language Models: Opportunities, Risks, and Future Directions appeared first on MarkTechPost.

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Large Language Models LLM ML AI 102

Marktechpost

JULY 23, 2024

Large Language Models (LLMs) excel in various tasks, including text generation, translation, and summarization. However, a growing challenge within NLP is how these models can effectively interact with external tools to perform tasks beyond their inherent capabilities. If you like our work, you will love our newsletter.

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Large Language Models LLM ChatGPT NLP 112

Marktechpost

AUGUST 9, 2024

Don’t Forget to join our 48k+ ML SubReddit Find Upcoming AI Webinars here Arcee AI Released DistillKit: An Open Source, Easy-to-Use Tool Transforming Model Distillation for Creating Efficient, High-Performance Small Language Models The post Balancing Act: The Impact of Format Restrictions on Reasoning in Large Language Models appeared first on MarkTechPost. (..)

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Large Language Models Data Analysis LLM Neural Network 112

Marktechpost

JULY 29, 2024

Artificial Intelligence (AI) and Machine Learning (ML) are rapidly advancing fields that have significantly impacted various industries. This innovative framework leverages large language models (LLMs) to generate plans and guide agents through complex tasks. If you like our work, you will love our newsletter.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 127

Marktechpost

JULY 27, 2024

Agent-based modeling (ABM) emerged to overcome these limitations, progressing from rule-based to machine learning-based agents. The advent of Large Language Models (LLMs) has enabled the creation of autonomous agents for social simulations. If you like our work, you will love our newsletter.

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 131

Marktechpost

AUGUST 15, 2024

VideoLLaMA 2 retains the dual-branch architecture of its predecessor, with separate Vision-Language and Audio-Language branches that connect pre-trained visual and audio encoders to a large language model.

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Large Language Models LLM Data Integration ML 117

Marktechpost

SEPTEMBER 20, 2024

Researchers from ByteDance have introduced an innovative model known as the Hierarchical Large Language Model (HLLM) to improve recommendation accuracy and efficiency. The HLLM architecture is designed to enhance sequential recommendation systems by utilizing the powerful capabilities of large language models (LLMs).

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Large Language Models LLM Algorithm ML 134

Marktechpost

AUGUST 28, 2024

The complexity of sarcasm presents a significant hurdle for large language models (LLMs) that are otherwise highly proficient in various NLP tasks, such as sentiment analysis and text classification. While LLMs like GPT-4 show promise, they still lag behind pre-trained language models in effectively identifying sarcasm.

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Large Language Models Deep Learning Natural Language Processing NLP 103

Marktechpost

AUGUST 13, 2024

Integrating advanced educational technology has opened new avenues for enhancing teaching effectiveness, particularly using large language models (LLMs). These models are increasingly being explored as tools to assist educators, especially those new to teaching, in developing detailed and effective lesson plans.

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Large Language Models ChatGPT ML AI 109

Marktechpost

AUGUST 12, 2024

The advent of Large Language Models (LLMs) offers a potential solution to this enduring problem. Don’t Forget to join our 48k+ ML SubReddit Find Upcoming AI Webinars here Thanks to FPT Software AI Center for the thought leadership/ Resources for this article.

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Large Language Models LLM Software Engineer Software Development 113

Marktechpost

OCTOBER 21, 2024

Accelerating inference in large language models (LLMs) is challenging due to their high computational and memory requirements, leading to significant financial and energy costs. Don’t Forget to join our 50k+ ML SubReddit. If you like our work, you will love our newsletter.

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Large Language Models Inference Engine AI AI 57

Marktechpost

SEPTEMBER 3, 2024

Large Language Models (LLMs) have emerged as powerful tools for understanding and generating human-like text. Lastly, language analysis was performed on entire conversations using predefined metrics and a large language model to assess the quality of persuasive communication.

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Large Language Models LLM AI AI 62

Marktechpost

SEPTEMBER 12, 2024

This framework consists of four distinct modules: Document Distiller : Reforms raw documents into semantic blocks using large language models (LLMs) guided by a flexible, user-defined schema. Incremental Entity Extractor : Extracts unique entities from the semantic blocks, ensuring no duplications or semantic ambiguities.

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Large Language Models Data Analysis AI AI 127

Marktechpost

AUGUST 10, 2024

Generative Large Language Models (LLMs) have become an essential part of many applications due to their quick growth and widespread use. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup. If you like our work, you will love our newsletter.

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 105

Marktechpost

SEPTEMBER 20, 2024

Efficient optimization of large-scale deep learning models remains a significant challenge as the cost of training large language models (LLMs) continues to escalate. Also, don’t forget to follow us on Twitter and join our Telegram Channel and LinkedIn Gr oup. If you like our work, you will love our newsletter.

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Large Language Models Deep Learning AI AI 98

Marktechpost

SEPTEMBER 14, 2024

Large language models (LLMs) have been applied to various research tasks, including experiment execution, automatic review generation, and related work curation. These approaches aim to enhance idea quality and novelty in research contexts. If you like our work, you will love our newsletter.

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Large Language Models NLP LLM ML 108

Marktechpost

AUGUST 13, 2024

Healthcare artificial intelligence (AI) is rapidly advancing, with large language models (LLMs) emerging as powerful tools to transform various aspects of clinical practice. If you like our work, you will love our newsletter. Accuracy on Medical Benchmarks appeared first on MarkTechPost.

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Large Language Models Artificial Intelligence Artificial Intelligence ML 109

Marktechpost

SEPTEMBER 21, 2024

Large language models (LLMs) are increasingly used in domains requiring complex reasoning, such as mathematical problem-solving and coding. These models can generate accurate outputs in several domains. In conclusion, the development of SCoRe addresses a long-standing problem in the field of large language models.

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Large Language Models AI AI ML 117

Marktechpost

AUGUST 26, 2024

Don’t Forget to join our 49k+ ML SubReddit Find Upcoming AI Webinars here The post Benchmarking Large Language Models in Biomedical Classification and Named Entity Recognition: Evaluating the Impact of Prompting Techniques and Domain Knowledge appeared first on MarkTechPost.

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Large Language Models LLM ML AI 104

Marktechpost

AUGUST 26, 2024

Large Language Models (LLMs) have become increasingly vital in artificial intelligence, particularly in tasks requiring no prior specific training data, known as Zero-Shot Learning. These models are evaluated on their ability to perform novel tasks and how well they generate outputs in a structured format, such as JSON.

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Large Language Models Artificial Intelligence Artificial Intelligence AI 104

Marktechpost

AUGUST 4, 2024

Integrating advanced language models into writing and editing workflows has become increasingly important in various fields. Large language models (LLMs) such as ChatGPT and Gemini transform how individuals generate text, edit documents, and retrieve information. If you like our work, you will love our newsletter.

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Large Language Models LLM ChatGPT Python 103