Marktechpost

MARCH 2, 2024

Very large language models (LLMs) continue to face major computational cost barriers, which prevents their broad deployment, even with inference optimization approaches that have advanced significantly. Modern LLM designs that rely solely on decoders bind these two activities together.

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Marktechpost

APRIL 6, 2024

Transformers have transformed the field of NLP over the last few years, with LLMs like OpenAI’s GPT series, BERT, and Claude Series, etc. The introduction of the transformer architecture has provided a new paradigm for building models that understand and generate human language with unprecedented accuracy and fluency.

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Marktechpost

MAY 6, 2024

Large Language Models (LLMs) have demonstrated remarkable abilities in generating human-like text, answering questions, and coding. This framework has shown significant success in fine-tuning LLMs to align with human preferences, enhancing their usefulness. and MT-Bench.

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Marktechpost

APRIL 2, 2024

Large Language Models (LLMs) are the most recent and amazing introduction in the field of Artificial Intelligence (AI). Large volumes of textual data from the Internet have been used to train these supercharged n-gram models, which have captured a great amount of human knowledge.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 126

Marktechpost

MAY 1, 2024

Many applications have used large language models (LLMs). Although many LLM acceleration methods aim to decrease the number of non-zero weights, sparsity is the quantity of bits divided by weight. However, keeping the key-value (KV) cache in two separate models takes a lot of work.

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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.

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Marktechpost

DECEMBER 13, 2023

The well-known Large Language Models (LLMs) like GPT, BERT, PaLM, and LLaMA have brought in some great advancements in Natural Language Processing (NLP) and Natural Language Generation (NLG). LLMs are becoming increasingly popular for graph-based applications.

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Large Language Models AI Researcher AI Research Neural Network 127

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. Metrics equips users to construct tailored evaluation pipelines for diverse LLMs.

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Large Language Models Python LLM AI Researcher 143

Analytics Vidhya

MAY 5, 2024

Introduction Large Language Models (LLMs) are advanced natural language processing models that have achieved remarkable success in various benchmarks for mathematical reasoning. LLMs are typically trained on large datasets scraped from […] The post LLMs Exposed: Are They Just Cheating on Math Tests?

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Large Language Models Natural Language Processing Deep Learning Data Science 289

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.

Large Language Models 128

Large Language Models LLM Automation Software Engineer 128

Marktechpost

MAY 12, 2024

The power of LLMs to generate coherent and contextually appropriate text is impressive and valuable. However, these models sometimes produce content that appears accurate but is incorrect or irrelevant—a problem known as “hallucination.” It broadens their potential use in critical and information-sensitive fields.

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Marktechpost

MARCH 9, 2024

In recent research, a team of researchers has introduced SynCode, a versatile and efficient approach for generating syntactically accurate code across various programming languages. SynCode works with a variety of Large Language Model (LLM) decoding algorithms, including beam search, sampling, and greedy.

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Large Language Models Machine Learning LLM Software Development 135

Marktechpost

JANUARY 30, 2024

Recent developments in Multi-Modal (MM) pre-training have helped enhance the capacity of Machine Learning (ML) models to handle and comprehend a variety of data types, including text, pictures, audio, and video. In MM-LLMs, pre-trained unimodal models, particularly LLMs, are mixed with additional modalities to capitalize on their strengths.

Large Language Models 137

Large Language Models AI Researcher AI Research LLM 137

Marktechpost

APRIL 6, 2024

TRIZ is a knowledge-based ideation methodology that provides a structured framework for engineering problem-solving by identifying and overcoming technical contradictions using inventive principles derived from a large-scale patent database. However, most of these works utilize algorithms to improve specific steps of the TRIZ process.

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Large Language Models Automation Natural Language Processing Categorization 135

Flipboard

DECEMBER 27, 2023

In the rapidly evolving landscape of artificial intelligence, large language models (LLMs) have emerged as a transformative force for modern enterprises. These powerful models, exemplified by GPT-4 and its predecessors, offer the potential to drive innovation, enhance productivity, and fuel business growth.

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Large Language Models Artificial Intelligence Artificial Intelligence Machine Learning 67

Marktechpost

OCTOBER 28, 2023

Large Language Models (LLMs) are great at high-level planning but need to help master low-level tasks like pen spinning. EUREKA introduces an approach by utilising LLMs to generate interpretable reward codes, enhancing rewards in real-time. EUREKA outperforms L2R, showcasing its reward generation expressiveness.

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Marktechpost

JULY 4, 2023

Computer programs called large language models provide software with novel options for analyzing and creating text. It is not uncommon for large language models to be trained using petabytes or more of text data, making them tens of terabytes in size. rely on Language Models as their foundation.

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Large Language Models BERT Natural Language Processing Categorization 103

Analytics Vidhya

MAY 3, 2024

Introduction Large Language Models (LLMs) are ubiquitous in various applications such as chat applications, voice assistants, travel agents, and call centers. As new LLMs are released, they improve their response generation.

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Marktechpost

AUGUST 15, 2023

Large language models (LLMs) have achieved amazing results in a variety of Natural Language Processing (NLP), Natural Language Understanding (NLU) and Natural Language Generation (NLG) tasks in recent years. Check out the Paper. All Credit For This Research Goes To the Researchers on This Project.

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Large Language Models Categorization LLM Natural Language Processing 98

Analytics Vidhya

MAY 10, 2024

Introduction Large Language Models (LLMs) are crucial in various applications such as chatbots, search engines, and coding assistants. Batching, a key technique, helps manage […] The post LLMs Get a Speed Boost: New Tech Makes Them BLAZING FAST! appeared first on Analytics Vidhya.

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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.

Large Language Models 138

Large Language Models Artificial Intelligence Artificial Intelligence AI Researcher 138

Analytics Vidhya

MAY 8, 2024

Introduction Open large language models (LLMs) in healthcare are enhancing our approach to medical information, offering greater access and improved accuracy. The latest addition to this domain is the Aloe family of LLMs, which expands access to medical knowledge and refines the precision of online health data.

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Large Language Models Artificial Intelligence Artificial Intelligence AI 268

Marktechpost

DECEMBER 17, 2023

Natural Language Processing (NLP) has come a long way in the last few months, especially with the introduction of Large Language Models (LLMs). Models like GPT, PaLM, LLaMA, etc., Researchers have been constantly trying to use the power of LLMs in the medical field.

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Large Language Models Natural Language Processing NLP AI 127

Marktechpost

JANUARY 2, 2024

Recent advances in the field of Artificial Intelligence (AI) and Natural Language Processing (NLP) have led to the introduction of Large Language Models (LLMs). The significantly growing popularity of LLMs indicates that human-like talents can eventually be mirrored by robots.

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Large Language Models Natural Language Processing LLM Robotics 101

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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Large Language Models Artificial Intelligence Artificial Intelligence LLM 112

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).

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Large Language Models LLM Machine Learning Artificial Intelligence 131

Analytics Vidhya

APRIL 30, 2024

Introduction Every week, new and more advanced Large Language Models (LLMs) are released, each claiming to be better than the last. But how can we keep up with all these new developments? The answer is the LMSYS Chatbot Arena.

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Chatbots Large Language Models AI Tools LLM 292

Marktechpost

DECEMBER 13, 2023

Large Language Models (LLMs), due to their strong generalization and reasoning powers, have significantly uplifted the Artificial Intelligence (AI) community. This presents problems for model inference in terms of cost-effectiveness and computational efficiency. Turbo-0301.

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Large Language Models LLM Natural Language Processing Computer Vision 129

Analytics Vidhya

MAY 8, 2024

Introduction Since ChatGPT launched in September 2022, have you noticed how many new large language models (LLMs) have been released? That’s because there’s a big rush in the tech world to create better and smarter models. It’s hard to keep count, right? appeared first on Analytics Vidhya.

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Large Language Models ChatGPT Generative AI AI 253

Marktechpost

FEBRUARY 28, 2024

Financial documents are usually laden with complex numerical data and very specific terminology and jargon, which presents a challenge for existing Natural Language Processing (NLP) models. Innovations have also extended to multimodal capabilities with FinVis-GPT and rigorous model evaluation frameworks like FinLMEval and DISCFinLLM.

Large Language Models 123

Large Language Models Natural Language Processing NLP LLM 123

Snorkel AI

FEBRUARY 27, 2024

Training large language models is not a singular process. Rather, it’s a multi-layered stack of training processes, each with its unique role and contribution to the model’s performance. The model learns something about language and the domain of the data to generate plausible answers.

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Large Language Models LLM Data Scientist Explainability 59

Marktechpost

JANUARY 11, 2024

The pursuit of fairness in Large Language Models (LLMs) is the primary concern addressed in recent research that recognizes the distinctive qualities associated with LLM deployment. Nevertheless, the fundamental aspect of fairness among clients has frequently been overlooked in these systems.

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Marktechpost

DECEMBER 17, 2023

Large Language Models (LLMs) are the latest advancement in the exponentially evolving field of Artificial Intelligence (AI). Though these models demonstrate incredible performance in tasks including text generation, question answering, text summarization, etc., hallucinate and produce an unreliable output.

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Large Language Models Artificial Intelligence Artificial Intelligence AI 124

Marktechpost

DECEMBER 3, 2023

One of the most exciting applications of Large Language Models (LLMs) is in medicine, with some of its use cases including medical research, tailored health plans, clinical diagnosis, and many more. Additionally, these models should be released to the public to allow for its scrutiny. for LLaMA-2-70B, and 28.3

Large Language Models 108

Large Language Models LLM AI Researcher AI Research 108

Analytics Vidhya

APRIL 19, 2024

Introduction The landscape of artificial intelligence has been dramatically reshaped over the past few years by the advent of Large Language Models (LLMs). At the forefront of this […] The post Meta Llama 3: Redefining Large Language Model Standards appeared first on Analytics Vidhya.

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Large Language Models Artificial Intelligence Artificial Intelligence Generative AI 309

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.

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Large Language Models Machine Learning Natural Language Processing Artificial Intelligence 110

Marktechpost

SEPTEMBER 30, 2023

A revolution in the field of coding work automation has been brought about by introducing Large Language Models (LLMs), such as GPT-3. These models have extraordinary generative skills and have opened the path for the creation of Replit, GitHub Copilot, and Amazon Code Whisperer.

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Large Language Models Software Engineer Automation LLM 132