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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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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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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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

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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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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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 131

AWS Machine Learning Blog

MAY 9, 2024

The rapid advancements in artificial intelligence and machine learning (AI/ML) have made these technologies a transformative force across industries. An effective approach that addresses a wide range of observed issues is the establishment of an AI/ML center of excellence (CoE). What is an AI/ML CoE?

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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 120

Marktechpost

APRIL 10, 2024

However, a groundbreaking new development is set to challenge this status quo and usher in a more inclusive era of language models – the Chinese Tiny LLM (CT-LLM). That’s precisely what the researchers behind CT-LLM have set out to achieve by prioritizing the Chinese language, one of the most widely spoken in the world.

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Marktechpost

MARCH 10, 2024

They demonstrate that LLMs exhibit substantial layer redundancy, offering a straightforward yet effective pruning strategy. This method, orthogonal to quantization, reduces parameters and computation while maintaining high performance, paving the way for more efficient LLM training. In conclusion, the researchers from Baichuan Inc.

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Large Language Models Artificial Intelligence Artificial Intelligence LLM 97

Marktechpost

OCTOBER 7, 2023

In addressing the limitations of large language models (LLMs) when capturing less common knowledge and the high computational costs of extensive pre-training, Researchers from Meta introduce Retrieval-Augmented Dual Instruction Tuning (RA-DIT). Researchers introduced RA-DIT for endowing LLMs with retrieval capabilities.

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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 97

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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Large Language Models LLM Artificial Intelligence Artificial Intelligence 136

Marktechpost

MARCH 2, 2024

The input, a taxonomy, has been created with minimal human effort through LLM prompting and verification. Join our 38k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup. It is scalable, producing instructions on an enormous scale, and task-agnostic, spanning a wide range of disciplines.

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Large Language Models Artificial Intelligence Artificial Intelligence AI Researcher 130

Marktechpost

JANUARY 20, 2024

Large Language Models (LLMs) have emerged as a transformative force in artificial intelligence, offering remarkable capabilities in processing and generating language-based responses. LLMs are being used in many applications, from automated customer service to generating creative content.

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Marktechpost

MARCH 1, 2024

Researchers from the NLP Group, Department of Computer Science and Technology, Institute for Artificial Intelligence, Beijing Information Science and Technology National Research Center, Tsinghua University introduced a novel framework named Ouroboros, which emerges as a beacon of innovation.

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Large Language Models Artificial Intelligence Artificial Intelligence Natural Language Processing 97

Marktechpost

MAY 12, 2024

In this method, there are two steps for a generative model inference which are involved: Prompt Encoding: The attention module needs to collect contextual information from all the preceding i-1 tokens for the i-th token generated by autoregressive transformer-based LLM. Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup.

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LLM Auto-complete Large Language Models BERT 93

Unite.AI

FEBRUARY 7, 2024

Machine learning (ML) is a powerful technology that can solve complex problems and deliver customer value. However, ML models are challenging to develop and deploy. This is why Machine Learning Operations (MLOps) has emerged as a paradigm to offer scalable and measurable values to Artificial Intelligence (AI) driven businesses.

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Marktechpost

APRIL 25, 2024

Particularly in tasks like producing natural language from prompts, Generative Artificial Intelligence, or GenAI, has demonstrated impressive capabilities. The method’s capacity to generalize the LLM to non-domain contexts is a great benefit. This was made possible by the successful implementation of RAG.

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Marktechpost

MARCH 1, 2024

In recent research, the concept of radioactivity in the context of Large Language Models (LLMs) has been discussed, with particular attention to the detectability of texts created by LLMs. Here, radioactivity refers to the detectable residues left in a model that has been refined using information produced by an additional LLM.

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Marktechpost

NOVEMBER 5, 2023

Their collaborative efforts in artificial intelligence (AI) and human-computer interaction (HCI) have given rise to an innovative tool known as Data Formulator: an AI-powered visualization authoring tool that introduces a groundbreaking paradigm in data representation. Check out the Paper. We are also on Telegram and WhatsApp.

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Artificial Intelligence Artificial Intelligence Data Analysis AI 131

Marktechpost

NOVEMBER 17, 2023

To meet the demands of its tenants, ML providers must thus concurrently offer many specific LoRA models. G2) Batching is one of the best, if not the best, ways to combine ML workloads to increase performance and GPU usage, as previous studies have noted. LoRA is now a part of several widely used fine-tuning frameworks.

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Marktechpost

JANUARY 30, 2024

Large Language Models (LLMs) have become increasingly pivotal in the burgeoning field of artificial intelligence, especially in data management. However, integrating LLMs into repetitive data generation pipelines is challenging, mainly due to their unpredictable nature and the possibility of significant output errors.

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Flipboard

AUGUST 6, 2023

Jupyter AI, an official subproject of Project Jupyter, brings generative artificial intelligence to Jupyter notebooks. The tool connects Jupyter with large language models (LLMs) from various providers, including AI21, Anthropic, AWS, Cohere, and OpenAI, supported by LangChain.

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Marktechpost

MAY 1, 2024

Vulnerability exploitation tests focus on challenging yet solvable scenarios, avoiding LLM memorization and targeting LLMs’ general reasoning abilities. In code interpreter abuse evaluation, LLM conditioning is prioritized alongside unique abuse categories, while a judge LLM assesses generated code compliance.

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Marktechpost

FEBRUARY 24, 2024

By bridging the gap between LLMs and specialized databases, GeneGPT addresses the challenge of inaccurate information retrieval and opens up new possibilities for leveraging LLMs in tasks requiring access to specific, verified knowledge. Join our 37k+ ML SubReddit , 41k+ Facebook Community, Discord Channel , and LinkedIn Gr oup.

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Artificial Intelligence Artificial Intelligence Large Language Models LLM 109

AWS Machine Learning Blog

APRIL 24, 2024

To increase training samples for better learning, we also used another LLM to generate feedback scores. We present the reinforcement learning process and the benchmarking results to demonstrate the LLM performance improvement. They can also provide a better answer to the question or comment on why the LLM response is not satisfactory.

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Analytics Vidhya

SEPTEMBER 27, 2023

Introduction The release of OpenAI’s ChatGPT has inspired a lot of interest in large language models (LLMs), and everyone is now talking about artificial intelligence. But it’s not just friendly conversations; the machine learning (ML) community has introduced a new term called LLMOps.

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Analytics Vidhya

FEBRUARY 23, 2024

The introduction of Large Language Models (LLMs) has brought in a significant paradigm shift in artificial intelligence (AI) and machine learning (ML) fields. With their remarkable advancements, LLMs can now generate content on diverse topics, address complex inquiries, and substantially enhance user satisfaction.

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Marktechpost

DECEMBER 18, 2023

It combines a pre-trained LLM with an evaluator, which guards against confabulations and incorrect ideas. These selected programs are then processed by an LLM, which innovatively expands upon them, producing fresh programs that undergo automatic evaluation. FunSearch produces programs generating the solutions.

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Artificial Intelligence Artificial Intelligence Large Language Models LLM 94

Marktechpost

DECEMBER 14, 2023

These systems, powered by advanced artificial intelligence, enhance our interaction with digital platforms. LLMs are designed to understand and generate human-like text, bridging the gap between human communication and machine understanding. Check out the Reference Blog. If you like our work, you will love our newsletter. ????

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 126

Towards AI

JUNE 6, 2023

TheSequence is a no-BS (meaning no hype, no news, etc) ML-oriented newsletter that takes 5 minutes to read. One of the latest additions to the space is Falcon LLM, a model created… Read the full blog for free on Medium. The goal is to keep you up to date with machine learning projects, research papers, and concepts.

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LLM Machine Learning Artificial Intelligence Artificial Intelligence 92

Marktechpost

MAY 13, 2024

A group of researchers from Georgia Institute of Technology, Microsoft Research India, has developed Vidur , a simulation framework specifically designed for LLM inference. Vidur employs a combination of experimental data and predictive modeling to simulate the performance of LLMs under different configurations.

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LLM Large Language Models Natural Language Processing Automation 82

Marktechpost

MARCH 30, 2024

In the ever-evolving landscape of artificial intelligence, the quest for more advanced and capable language models has been a driving force. Let’s start by addressing the problem at hand. Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup. If you like our work, you will love our newsletter.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 128

Unite.AI

MAY 8, 2024

We will explore how LLMs can be used to enhance various aspects of graph ML, review approaches to incorporate graph knowledge into LLMs, and discuss emerging applications and future directions for this exciting field.

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