Marktechpost

MAY 30, 2024

Introduction to AI and Machine Learning on Google Cloud This course introduces Google Cloud’s AI and ML offerings for predictive and generative projects, covering technologies, products, and tools across the data-to-AI lifecycle. It includes labs on feature engineering with BigQuery ML, Keras, and TensorFlow.

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Marktechpost

SEPTEMBER 24, 2024

While RL and LLM-based agents have shown promise, they exhibit several limitations. On the other hand, LLM-based agents, which are used for generating action sequences, often lack the ability to refine their actions based on past experiences. This novel system enhances LLM-based agents by equipping them with an interaction memory.

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Marktechpost

FEBRUARY 3, 2024

In the dynamic field of Artificial Intelligence (AI), the trajectory from one foundational model to another has represented an amazing paradigm shift. Using a technique known as LLM-as-a-Judge prompting, the language model assesses and rewards its own outputs for doing this.

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Marktechpost

JUNE 14, 2024

An Act Module uses the selected subgoals as guidelines for the LLM to take actions. Don’t Forget to join our 44k+ ML SubReddit The post SelfGoal: An Artificial Intelligence AI Framework to Enhance an LLM-based Agent’s Capabilities to Achieve High-Level Goals appeared first on MarkTechPost.

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Artificial Intelligence Artificial Intelligence LLM Large Language Models 134

Marktechpost

NOVEMBER 23, 2023

LLM models have been increasingly deployed as potent linguistic agents capable of performing various programming-related activities. Standard code generation benchmarks test how well LLM can generate new code from scratch. Standard code generation benchmarks test how well LLM can generate new code from scratch.

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Marktechpost

MARCH 5, 2024

LLMs’ context modeling can improve the precision of technologies such as VSR and VST by resolving the ambiguities present in visual speech. In recent research, a team of researchers has presented a unique framework called Visual Speech Processing combined with LLM (VSP-LLM) in response to this potential.

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Artificial Intelligence Artificial Intelligence LLM Large Language Models 130

Marktechpost

NOVEMBER 19, 2024

Large Language Models (LLMs) have transformed artificial intelligence by enabling powerful text-generation capabilities. Building a secure environment is essential to ensure the safe and reliable deployment of LLMs in various applications. Don’t Forget to join our 55k+ ML SubReddit.

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LLM Prompt Engineer Prompt Engineering Large Language Models 85

Marktechpost

JUNE 4, 2024

A team of researchers from Xidian University, Xi’an Jiaotong University, Wormpex AI Research, and Meta propose a novel method that introduces a visual modality to the target LLM, creating a multimodal large language model (MLLM). Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup.

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Artificial Intelligence Artificial Intelligence Large Language Models LLM 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. PB-LLM strategically filters salient weights during binarization, reserving them for higher-bit storage.

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 133

Towards AI

AUGUST 23, 2024

Approach LLMs as you would any other machine learning development — make the necessary adjustments, and you’re already halfway there. Below, I outline best practices for LLM development, aimed at helping data scientists and machine learning practitioners leverage this powerful technology for their needs.

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LLM ML Prompt Engineer Prompt Engineering 77

Marktechpost

JANUARY 23, 2024

This research pivots around adapting LLMs to interpret and utilize wearable sensor data for health predictions. The complexity of this data, characterized by its high dimensionality and continuous nature, demands an LLM’s ability to understand individual data points and their dynamic relationships over time.

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Artificial Intelligence Artificial Intelligence LLM Large Language Models 138

Marktechpost

SEPTEMBER 28, 2024

In the age of data-driven artificial intelligence, LLMs like GPT-3 and BERT require vast amounts of well-structured data from diverse sources to improve performance across various applications. Crawl4AI employs a multi-step process to optimize web crawling for LLM training.

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Marktechpost

JULY 27, 2024

The advent of Large Language Models (LLMs) has enabled the creation of autonomous agents for social simulations. While recent work has explored LLM-based agents in various environments, studies specifically examining competition dynamics remain sparse. Recent advancements in LLM-empowered-ABM have revolutionized social simulations.

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Marktechpost

JULY 11, 2024

With LLM-based agents achieving near-human performance and continually improving, exploring the efficient orchestration of diverse third-party agents to enhance their collaborative potential is crucial. Building on these successes, multi-agent systems like AgentVerse and AutoGen enable collaboration among LLM-based agents.

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Artificial Intelligence Artificial Intelligence LLM Software Development 135

AI News

SEPTEMBER 12, 2023

The latest release of MLPerf Inference introduces new LLM and recommendation benchmarks, marking a leap forward in the realm of AI testing. It requires real engineering work and is a testament to our submitters’ commitment to AI, to their customers, and to ML.” The spotlight of MLPerf Inference v3.1 The post MLPerf Inference v3.1

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Marktechpost

OCTOBER 8, 2024

In the rapidly evolving world of artificial intelligence, large language models (LLMs) have become essential tools for a variety of applications, ranging from natural language understanding to content generation. By handling requests in this manner, Hex-LLM maximizes throughput, significantly reducing the cost per token served.

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Marktechpost

NOVEMBER 9, 2023

They have also designed a specific LLM runtime that has highly optimized kernels that accelerate the inference process on CPUs. The model is then passed to the LLM runtime, a specialized environment designed to evaluate the performance of the quantized model. If you like our work, you will love our newsletter.

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Marktechpost

OCTOBER 24, 2023

Within a Bayesian adaptive MDP paradigm, they formally describe how to reason and act with LLMs. Similarly, they instruct LLMs to learn a more accurate posterior distribution over the unknown environment by consulting the memory buffer and designing a series of actions that will maximize some value function. We are also on WhatsApp.

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Artificial Intelligence Artificial Intelligence LLM AI Research 98

Marktechpost

SEPTEMBER 26, 2024

Multimodal models represent a significant advancement in artificial intelligence by enabling systems to process and understand data from multiple sources, like text and images. The first release includes several key components: MolmoE-1B: Built using the fully open OLMoE-1B-7B mixture-of-experts large language model (LLM).

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Artificial Intelligence Artificial Intelligence Large Language Models LLM 123

Marktechpost

JULY 19, 2024

LLMs excel in natural language processing tasks but face deployment challenges due to high computational and memory demands during inference. Recent research [MWM+24, WMD+23, SXZ+24, XGZC23, LKM23] aims to enhance LLM efficiency through quantization, pruning, distillation, and improved decoding. Check out the Paper.

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Artificial Intelligence Artificial Intelligence Natural Language Processing LLM 111

Marktechpost

APRIL 8, 2024

The world of artificial intelligence has been abuzz with the remarkable achievements of Large Language Models (LLMs) like GPT, PaLM, and LLaMA. These models have demonstrated an impressive understanding and generation of natural language, signaling a promising step toward artificial general intelligence.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 107

Heartbeat

FEBRUARY 22, 2024

Getting Started with PandasAI LLMs power PandasAI and support several large language models (LLMs), from OpenAI, Azure OpenAI, and Google PaLM to HuggingFace's Starcoder and Falcon models. We must use OpenAI LLM API Wrapper for this tutorial to power PandasAI's generative AI capabilities.

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Artificial Intelligence Artificial Intelligence OpenAI LLM 52

Marktechpost

JULY 21, 2024

Large language models (LLMs) have revolutionized the field of artificial intelligence, enabling the creation of language agents capable of autonomously solving complex tasks. The current approach involves manually decomposing tasks into LLM pipelines, with prompts and tools stacked together. Researchers from AIWaves Inc.

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Artificial Intelligence Artificial Intelligence Neural Network Large Language Models 115

Marktechpost

AUGUST 14, 2024

Researchers from the Gaoling School of Artificial Intelligence at Renmin University of China and the College of Information and Electrical Engineering at China Agricultural University have proposed a novel concept called Multimodal Role-Playing Agents (MRPAs). LMMs are used in healthcare, document analysis, and GUI navigation.

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Artificial Intelligence Artificial Intelligence Large Language Models AI 105

Marktechpost

NOVEMBER 23, 2023

The proposed solution prompts LLMs to follow a unique two-stage process. In the first stage, the LLM is directed to derive a skeleton of the answer. Subsequently, in the second stage, the LLM is tasked with the parallel expansion of multiple points within the skeleton. Check out the Paper and Github.

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Artificial Intelligence Artificial Intelligence Large Language Models LLM 142

Marktechpost

MARCH 8, 2024

In artificial intelligence, the surge in large language model (LLM) development has significantly transformed how machines understand and generate text, mimicking human conversation with remarkable accuracy. Join our 38k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

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Artificial Intelligence Artificial Intelligence Natural Language Processing LLM 109

Unite.AI

APRIL 25, 2024

Recent innovations include the integration and deployment of Large Language Models (LLMs), which have revolutionized various industries by unlocking new possibilities. More recently, LLM-based intelligent agents have shown remarkable capabilities, achieving human-like performance on a broad range of tasks. Let's dive in.

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LLM Large Language Models Software Development BERT 200

Marktechpost

OCTOBER 18, 2023

LLM inference, often called decoding, involves the generation of tokens one step at a time, with the attention operation being a significant factor in determining the overall generation time. Check out the Reference Page and Project Page. All Credit For This Research Goes To the Researchers on This Project. We are also on WhatsApp.

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Artificial Intelligence Artificial Intelligence LLM AI Research 122

Marktechpost

APRIL 16, 2024

Large Language Models (LLMs) have significantly advanced such that development processes have been further revolutionized by enabling developers to use LLM-based programming assistants for automated coding jobs. Don’t Forget to join our 40k+ ML SubReddit Want to get in front of 1.5 Million AI Audience?

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Artificial Intelligence Artificial Intelligence Automation Software Engineer 122

Marktechpost

JULY 27, 2024

In conclusion, incorporating System 2 reasoning methods into LLM inference procedures signifies a great progression in AI capabilities. AI systems are able to maximize their processing capacity and sustain excellent performance on a variety of tasks with the help of this technique. If you like our work, you will love our newsletter.

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Artificial Intelligence Artificial Intelligence Large Language Models LLM 102

Marktechpost

SEPTEMBER 19, 2024

Artificial intelligence, particularly using Large Language Models (LLMs), has significantly impacted this field. LLMs now automate tasks like code generation, debugging, and software testing, reducing human involvement in these repetitive tasks.

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Software Engineer LLM Software Development Automation 136

Towards AI

AUGUST 23, 2024

Simplifying LLM Development: Treat It Like Regular ML Photo by Daniel K Cheung on Unsplash Large Language Models (LLMs) are the latest buzz, often seen as both exciting and intimidating. Approach LLMs as you would any other machine learning development — make the necessary adjustments, and you’re already halfway there.

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LLM ML Prompt Engineer Prompt Engineering 52

Marktechpost

NOVEMBER 16, 2023

RaR enables LLMs to rephrase and expand human-posed questions, responding to a single prompt. Addressing the disparity between human and LLM thought frames the approach aims to enhance semantic clarity. It addresses ambiguities in benchmark datasets, aiming to enhance LLM performance and contribute to fair evaluations.

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Artificial Intelligence Artificial Intelligence LLM Automation 132

Towards AI

AUGUST 29, 2024

Meme shared by creitingameplays TAI Curated section Article of the week Streamline Your LLM Evaluation: A Step-by-Step Guide to RAG Metrics with Streamlit by Maxime Jabarian This piece presents a new Streamlit app intended for RAG evaluation. Querying SQL Database Using LLM Agents — Is It a Good Idea? Meme of the week!

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AWS Machine Learning Blog

NOVEMBER 7, 2024

Operating such large-scale forecasting requires resilient, reusable, reproducible, and automated machine learning (ML) workflows with fast experimentation and continuous improvements. To improve forecasting accuracy, all involved ML models need to be retrained, and predictions need to be produced weekly, and in some cases daily.

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ML Machine Learning Automation Data Scientist 102

Marktechpost

MARCH 5, 2024

These remedies, in the context of Rainbow Teaming, are hostile cues intended to provoke undesired actions in a target LLM. The resulting collection of varied and powerful attack prompts can be used as a high-quality synthetic dataset to improve the robustness of the target LLM, as well as a diagnostic tool.

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Artificial Intelligence Artificial Intelligence Large Language Models LLM 117

Marktechpost

MARCH 3, 2024

The field of Artificial Intelligence (AI) is significantly pushing the envelope of technology, thanks to the amazing capabilities of Large Language Models (LLMs). Join our 38k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. Also, don’t forget to follow us on Twitter and Google News.

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Artificial Intelligence Artificial Intelligence AI Modeling Natural Language Processing 138