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 131

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 makes sure that the prompts’ semantic integrity is preserved even at large compression ratios. If you like our work, you will love our newsletter.

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Large Language Models LLM Natural Language Processing Computer Vision 124

Marktechpost

NOVEMBER 21, 2023

Leveraging recent innovations in NLP, they employ methods to assess factuality through consistency with external knowledge bases and use the direct preference optimization algorithm for fine-tuning. Focusing on open-ended generation settings, it proposes fine-tuning language models for improved factuality without human labeling.

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Large Language Models NLP Algorithm Automation 124

Marktechpost

JANUARY 3, 2024

A team of researchers from the University of Georgia and Mayo Clinic explored how well powerful computer algorithms, known as Large Language Models (LLMs), understand and solve biology-related questions. If you like our work, you will love our newsletter.

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Large Language Models AI Modeling AI AI 87

Marktechpost

OCTOBER 27, 2023

A team of researchers from UC Berkeley, UCL, CMU, and Google Deepmind address the challenge of optimising large language models using composite reward models derived from various simpler reward models. An adaptive gradient-free optimization method is employed to prevent exceeding reward model thresholds.

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Large Language Models Natural Language Processing Algorithm AI 118

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. It addresses the limitations of existing binarization algorithms by emphasizing the importance of salient weights.

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Marktechpost

AUGUST 6, 2023

They suggest examining whether large language models (LLMs) may profit from films because of their success in robotic planning and program-based visual question answering. AntGPT first identifies human activities using supervised action recognition algorithms.

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Large Language Models Neural Network Computer Vision Algorithm 94

Marktechpost

OCTOBER 4, 2023

TEXT2REWARD creates dense reward code (Figure 1 center) based on large language models (LLMs), which are based on a condensed, Pythonic description of the environment (Figure 1 left), given an RL objective (for example, “push the chair to the marked position”). If you like our work, you will love our newsletter.

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Large Language Models Automation Neural Network Robotics 119

Marktechpost

JULY 4, 2023

Though recent advances have been made in large language model (LLM) reasoning, LLMs still have a hard time with hierarchical multi-step reasoning tasks like developing sophisticated programs. In 6 hours, he found solutions to 5 of 10 problems, including 3 that GPT-3 had previously failed on.

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Large Language Models Artificial Intelligence Artificial Intelligence Algorithm 86

Marktechpost

OCTOBER 13, 2023

In conclusion, this research introduces LATS, a framework that integrates various aspects of LLMs to enhance decision-making. LATS overcomes previous limitations by incorporating search algorithms, external feedback, and experiential learning. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter.

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Large Language Models Natural Language Processing Algorithm AI Researcher 137

Marktechpost

AUGUST 4, 2023

Large Language Models (LLMs) have recently made considerable strides in the Natural Language Processing (NLP) sector. Adding multi-modality to LLMs and transforming them into Multimodal Large Language Models (MLLMs), which can perform multimodal perception and interpretation, is a logical step.

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Large Language Models Natural Language Processing NLP Algorithm 90

Marktechpost

FEBRUARY 23, 2024

Developing large language models (LLMs) represents a cutting-edge frontier. These models, trained to parse, generate, and interpret human language, are increasingly becoming the backbone of various digital tools and platforms, enhancing everything from simple automated writing assistants to complex conversational agents.

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Large Language Models Machine Learning LLM AI Modeling 86

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). In-context learning and chain-of-thought prompting are two other major discoveries that have significantly improved the accuracy of the models.

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 96

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.

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Large Language Models BERT Natural Language Processing Categorization 92

Marktechpost

JULY 10, 2023

The FOT allows a subset of attention layers to access an external memory of (key, value) pairs using the k-nearest neighbors (kNN) algorithm. Don’t forget to join our 26k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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Large Language Models AI Tools Algorithm AI Researcher 98

Unite.AI

FEBRUARY 15, 2024

Ramprakash Ramamoorthy, is the Head of AI Research at ManageEngine , the enterprise IT management division of Zoho Corp. As the director of AI Research at Zoho & ManageEngine, what does your average workday look like? What were some of the machine learning algorithms that were used in these early days?

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AI Researcher AI Research Machine Learning AI 162

Marktechpost

DECEMBER 9, 2023

The study introduces a Markov-chain Monte Carlo expectation-maximization algorithm, drawing inspiration from various related methods. This technique has consistently outperformed other methods, resulting in better model accuracy on held-out examples, particularly in evaluating GSM8K and BIG-Bench Hard tasks.

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Machine Learning Algorithm AI Researcher AI Research 110

Marktechpost

SEPTEMBER 3, 2023

Large language models (LLMs) have become a general-purpose approach to embodied artificial intelligence problem-solving. When agents need to understand the semantic nuances of their environment for efficient control, LLMs’ reasoning skills are crucial in embodied AI.

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Large Language Models Artificial Intelligence Artificial Intelligence AI 118

Flipboard

JULY 10, 2023

LLMs stands for Large Language Models. These are advanced machine learning models that are trained to comprehend massive volumes of text data and generate natural language. LLMs are trained on massive amounts of data, often billions of words, to develop a broad understanding of language.

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Large Language Models Deep Learning Natural Language Processing BERT 65

Marktechpost

OCTOBER 28, 2023

Although changeable parameters and rule-based systems make procedural generation effective in automating content development, it necessitates a thorough understanding of generation rules, algorithmic frameworks, and individual parameters. Join our AI Channel on Whatsapp. If you like our work, you will love our newsletter.

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Large Language Models Artificial Intelligence Artificial Intelligence Python 133

AI Weekly

NOVEMBER 16, 2023

Powered by superai.com In the News 10 Breakthrough AI Research Papers to Read in 2024 These papers encompass a diverse array of advancements, ranging from ethical considerations to quantum computing applications, healthcare innovations to climate analysis.

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AI Researcher AI Research Robotics Artificial Intelligence 201

Marktechpost

SEPTEMBER 29, 2023

Since many difficult predicting tasks (such as algorithmic reasoning or long-term memory) need extended contexts, extending the context lengths of these models is a significant issue that is receiving more attention. The in-context compression view sheds light on how the present foundation models fail.

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Large Language Models Machine Learning Algorithm AI Researcher 125

Analytics Vidhya

MAY 15, 2023

Microsoft AI Research has recently introduced a new framework called Automatic Prompt Optimization (APO) to significantly improve the performance of large language models (LLMs).

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Prompt Engineer Prompt Engineering Large Language Models AI Researcher 268

Marktechpost

JULY 4, 2023

In-context learning is a recent paradigm where a large language model (LLM) observes a test instance and a few training examples as its input and directly decodes the output without any update to its parameters. The intuition behind ICL training can be interpreted as searching for the optimal algorithm to fit the task at hand.

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Artificial Intelligence Artificial Intelligence Algorithm AI Researcher 57

Marktechpost

DECEMBER 24, 2023

A pressing concern has surfaced in large language models (LLMs), drawing attention to the safety implications of downstream customized finetuning. ForgetFilter signifies a critical step toward the responsible development and deployment of large language models by balancing model utility and safety.

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Machine Learning Large Language Models Algorithm LLM 109

Marktechpost

SEPTEMBER 26, 2023

Large language models (LLMs) have made tremendous strides in the last several months, crushing state-of-the-art benchmarks in many different areas. There has been a meteoric rise in people using and researching Large Language Models (LLMs), particularly in Natural Language Processing (NLP).

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AI Researcher AI Research Large Language Models LLM 105

Unite.AI

OCTOBER 23, 2023

Behind the Scenes of Eureka Delving deeper into this technological marvel, the Eureka research is not just a page-long theory; it's an extensive compilation of algorithms and findings that have been published for the world to see and learn. This extensive research is not just confined to theoretical knowledge.

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Robotics Large Language Models Algorithm LLM 276

Marktechpost

JULY 19, 2023

Large language models can swiftly adapt to new tasks utilizing in-context learning by being given a few demos and real language instructions. ART outperforms direct few-shot prompting on unseen tasks demanding mathematical and algorithmic reasoning by 12.5% percentage points. percentage points.

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Large Language Models Automation LLM Prompt Engineer 52

ODSC - Open Data Science

FEBRUARY 22, 2024

The Limits of Retrieval Augmentation, 8 AI Research Labs Worth Exploring, and Supercharging LLMs with LangChain Is RAG All You Need? Take a deep dive into Machine Learning, NLP, Large Language Models, Generative AI, MLOps, and more with 250+ experts, core contributors, and practitioners shaping the future of AI.

AI Researcher 52

AI Researcher AI Research Large Language Models Machine Learning 52

Marktechpost

SEPTEMBER 16, 2023

Large language models (LLMs) have an ever-greater impact on how daily lives and careers are changing because they make possible new applications like programming assistants and universal chatbots. To further reduce memory utilization, the researchers have also deployed vLLM.

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Machine Learning LLM Large Language Models Algorithm 141

Marktechpost

SEPTEMBER 14, 2023

Today, platforms like Hugging Face have made it easier for a wide range of users, from AI researchers to those with limited machine learning experience, to access and utilize pre-trained Large Language Models (LLMs) for different entities. All Credit For This Research Goes To the Researchers on This Project.

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LLM Large Language Models Algorithm AI Researcher 129

Marktechpost

JULY 2, 2023

Enormous large language models (LLMs) can exhibit appealing skills like producing human-like discourse and responding to complicated inquiries because they have been trained at scale on large text corpora. Their method is more accurate on lengthy and complicated free-form text than previous models.

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Large Language Models AI Modeling LLM AI 52

Unite.AI

OCTOBER 18, 2023

Its comprehensive analyses have consistently offered valuable insights to researchers, industry professionals, and policymakers. This year, the report underscores some particularly significant advancements in the field of Large Language Models (LLMs), emphasizing their growing influence and the broader implications for the AI community.

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AI News

JUNE 28, 2023

Databricks has announced its definitive agreement to acquire MosaicML , a pioneer in large language models (LLMs). This strategic move aims to make generative AI accessible to organisations of all sizes, allowing them to develop, possess, and safeguard their own generative AI models using their own data.

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LLM Large Language Models Big Data Neural Network 191

AI Weekly

APRIL 25, 2024

techtarget.com Ethics How to navigate global trends in Artificial Intelligence regulation AI’s potential to create positive human impact will depend on a responsible, human-centered approach that focuses on creating value for all. Maybe, but customer service will always require a human touch.

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Robotics LLM Prompt Engineer Prompt Engineering 226

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? Generative AI is igniting a new era of innovation within the back office.

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Robotics Large Language Models Artificial Intelligence Artificial Intelligence 207

Marktechpost

FEBRUARY 20, 2024

This field forms the foundation for developing algorithms, models, and simulations that solve complex real-world problems. Don’t Forget to join our Telegram Channel The post NVIDIA AI Research Introduce OpenMathInstruct-1: A Math Instruction Tuning Dataset with 1.8M If you like our work, you will love our newsletter.

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AI Researcher AI Research LLM AI 125