Unite.AI

JANUARY 29, 2024

Large language models (LLMs) like GPT-4, Claude, and LLaMA have exploded in popularity. But how do we know if these models are actually any good? With new LLMs being announced constantly, all claiming to be bigger and better, how do we evaluate and compare their performance?

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Large Language Models LLM Automation NLP 289

Unite.AI

SEPTEMBER 13, 2024

As the demand for large language models (LLMs) continues to rise, ensuring fast, efficient, and scalable inference has become more crucial than ever. NVIDIA's TensorRT-LLM steps in to address this challenge by providing a set of powerful tools and optimizations specifically designed for LLM inference.

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Large Language Models LLM Auto-complete Natural Language Processing 130

Unite.AI

SEPTEMBER 19, 2024

Led by Assistant Professor Ziran Wang, a team of engineers has pioneered an innovative approach to enhance AV-human interaction using artificial intelligence. Their solution is to integrate large language models (LLMs) like ChatGPT into autonomous driving systems.' The results were promising.

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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. The simulation runs for 15 days or until one restaurant quits.

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Analytics Vidhya

DECEMBER 26, 2023

In a significant stride for artificial intelligence, researchers introduce an inventive method to efficiently deploy Large Language Models (LLMs) on devices with limited memory.

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Unite.AI

OCTOBER 23, 2024

The rapid development of Large Language Models (LLMs) has brought about significant advancements in artificial intelligence (AI). However, as these models expand in use, so do concerns over privacy and data security. Understanding LLM Unlearning LLM unlearning is essentially the reverse of training.

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Unite.AI

OCTOBER 18, 2023

Large Language Models (LLMs) are currently one of the most discussed topics in mainstream AI. Developers worldwide are exploring the potential applications of LLMs. Large language models are intricate AI algorithms.

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Large Language Models LLM Auto-complete Automation 290

Unite.AI

DECEMBER 14, 2023

Data contamination in Large Language Models (LLMs) is a significant concern that can impact their performance on various tasks. It refers to the presence of test data from downstream tasks in the training data of LLMs. What Are Large Language Models?

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 173

Flipboard

NOVEMBER 7, 2024

In today’s column, I take a close look at the rising availability and utility of said-to-be Small Language Models (SLMs), which are rising in popularity while the advent of Large Language Models (LLMs) continues with great vigor and promise. What does this all mean? The deal is this. You could …

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 175

Unite.AI

JULY 4, 2024

The model incorporates several advanced techniques, including novel attention mechanisms and innovative approaches to training stability, which contribute to its remarkable capabilities. Gemma 2 is Google's newest open-source large language model, designed to be lightweight yet powerful. What is Gemma 2?

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Large Language Models LLM Natural Language Processing Explainability 312

Marktechpost

AUGUST 29, 2024

Ensuring the quality and stability of Large Language Models (LLMs) is crucial in the continually changing landscape of LLMs. DeepEval An open-source evaluation system called DeepEval was created to make the process of creating and refining LLM applications more efficient.

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Large Language Models LLM OpenAI Chatbots 113

Marktechpost

FEBRUARY 2, 2024

In computational linguistics and artificial intelligence, researchers continually strive to optimize the performance of large language models (LLMs). These models, renowned for their capacity to process a vast array of language-related tasks, face significant challenges due to their expansive size.

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Large Language Models LLM Computational Linguistics Artificial Intelligence 134

Marktechpost

JUNE 12, 2024

In large language models, understanding how they work and what they pay attention to is crucial for improving their performance. However, analyzing the attention patterns of these models, especially in large-scale scenarios, can be daunting. We’ve open-sourced our LLM attention visualization library.

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Large Language Models LLM Python Artificial Intelligence 126

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. This approach represents a significant advancement in network binarization for LLMs.

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Marktechpost

OCTOBER 10, 2024

LLMs are increasingly applied in biology and chemistry, with models like LlaSMol and protein-specific models achieving promising results in drug synthesis and protein engineering tasks. Tx-LLM excels in tasks combining molecular representations with text and shows positive transfer between different drug types.

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Large Language Models LLM Neural Network Natural Language Processing 135

Flipboard

NOVEMBER 28, 2023

If you are interested in learning how to build knowledge graphs using artificial intelligence and specifically large language models (LLM). Johannes …

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Flipboard

SEPTEMBER 15, 2023

A large language model (LLM) is used to train artificial intelligence (AI) to understand and generate text just like a human. Learn more about large …

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 146

Bitext

AUGUST 31, 2023

Empower Your Business with Question and Answer Datasets Revolutionizing Business Operations: LLM and AI Unleashed In today’s fast-paced business landscape, the fusion of Artificial Intelligence (AI) and Large Language Models (LLMs) is redefining how industries operate. chatbots that work.

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Marktechpost

APRIL 25, 2024

Are you curious about the intricate world of large language models (LLMs) and the technical jargon that surrounds them? In this article, we delve into 25 essential terms to enhance your technical vocabulary and provide insights into the mechanisms that make LLMs so transformative.

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Large Language Models LLM Neural Network Natural Language Processing 131

Marktechpost

OCTOBER 23, 2024

Utilizing Large Language Models (LLMs) through different prompting strategies has become popular in recent years. Differentiating prompts in multi-turn interactions, which involve several exchanges between the user and model, is a crucial problem that remains mostly unresolved.

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Marktechpost

MARCH 10, 2024

Recent advancements in Large Language Models (LLMs) have led to models containing billions or even trillions of parameters, achieving remarkable performance across domains. Research has focused on scaling models to enhance performance, guided by established scaling laws. The researchers from Baichuan Inc.

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Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. A transformer architecture is typically implemented as a Large language model.

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Marktechpost

OCTOBER 13, 2024

Large language models (LLMs) have made significant progress in language generation, but their reasoning skills remain insufficient for complex problem-solving. Enhancing LLMs’ reasoning abilities is crucial for advancing their capabilities beyond simple text generation.

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Marktechpost

JULY 25, 2024

Large Language Models (LLMs) have revolutionized AI with their ability to understand and generate human-like text. Learning about LLMs is essential to harness their potential for solving complex language tasks and staying ahead in the evolving AI landscape.

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Large Language Models Prompt Engineer Prompt Engineering Chatbots 115

Marktechpost

NOVEMBER 13, 2024

Large language models (LLMs) have rapidly become a foundational component of today’s consumer and enterprise applications. Addressing this need for accelerated token generation is crucial for the continued advancement and widespread adoption of LLM-powered applications.

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Marktechpost

OCTOBER 27, 2024

Large Language Models (LLMs) have lately demonstrated potential in expediting scientific discovery by generating research ideas due to their extensive text-processing capabilities. Initially, it begins with a collection of seed ideas that the model produces using fundamental scientific discovery techniques.

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Large Language Models LLM Inference Engine Automation 100

Marktechpost

MARCH 2, 2024

Large Language Models (LLMs) have significantly evolved in recent times, especially in the areas of text understanding and generation. However, there have been certain difficulties in optimizing LLMs for more effective human instruction delivery.

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Marktechpost

MARCH 1, 2024

The prowess of Large Language Models (LLMs) such as GPT and BERT has been a game-changer, propelling advancements in machine understanding and generation of human-like text. These models have mastered the intricacies of language, enabling them to tackle tasks with remarkable accuracy.

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Large Language Models Artificial Intelligence Artificial Intelligence Natural Language Processing 110

Marktechpost

OCTOBER 1, 2024

Large Language Models (LLMs) have become a cornerstone in artificial intelligence, powering everything from chatbots and virtual assistants to advanced text generation and translation systems. Well-designed prompts reduce ambiguity, minimize token usage, and streamline the model’s processing.

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Large Language Models LLM Prompt Engineer Prompt Engineering 72

Marktechpost

MAY 14, 2024

In the quickly developing fields of Artificial Intelligence and Data Science, the volume and accessibility of training data are critical factors in determining the capabilities and potential of Large Language Models (LLMs). The post Large Language Model (LLM) Training Data Is Running Out.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 122

Marktechpost

DECEMBER 14, 2023

In the ever-evolving field of technological advancements, language models have become indispensable. These systems, powered by advanced artificial intelligence, enhance our interaction with digital platforms. In conclusion, DeciLM-7B is a significant model in Large Language Models.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 134

Marktechpost

JUNE 20, 2024

In the rapidly advancing field of Artificial Intelligence (AI), effective use of web data can lead to unique applications and insights. This format is especially useful for Large Language Model (LLM) applications because it makes integrating and using the scraped data easy.

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Marktechpost

FEBRUARY 28, 2024

In recent research, a team of researchers from Meta has presented TestGen-LLM, a unique tool that uses Large Language Models (LLMs) to improve pre-existing human-written test suites automatically. TestGen-LLM has been designed with two primary use cases, i.e., evaluation and deployment.

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Large Language Models LLM Automation Software Engineer 130

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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Marktechpost

JULY 4, 2023

The remarkable results achieved by transformer-based models like GPT-2 and GPT-3 gravitated the research community toward exploring large language models (LLMs). Additionally, ChatGPT’s recent success and popularity have only served to increase people’s interest in LLMs. Check out the Paper.

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Marktechpost

DECEMBER 4, 2023

Large Language Models (LLMs) are artificial intelligence models for natural language processing tasks. These models are trained on massive datasets and can understand and generate human-like text. The utility is in every field of life.

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Large Language Models LLM Natural Language Processing Chatbots 139

Marktechpost

MARCH 28, 2024

Artificial intelligence (AI) has introduced a dynamic shift in various sectors, most notably by deploying autonomous agents capable of independent operation and decision-making. Within this evolving landscape, a major hurdle has been the efficient management of LLM-based agents.

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