Marktechpost

FEBRUARY 14, 2024

This limitation constrains the utility of LLMs in these critical areas and curtails the potential for AI-driven innovations that could revolutionize scientific discovery and application. Addressing this challenge, a groundbreaking framework developed at Microsoft Research, TAG-LLM, emerges.

LLM 122

LLM Natural Language Processing Large Language Models AI 122

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. This verification procedure is crucial to solve issues with LLM hallucinations, where produced content may differ from the intended quality.

Large Language Models 122

Large Language Models LLM Automation Software Engineer 122

Flipboard

DECEMBER 12, 2023

Whether you're a seasoned ML engineer or a new LLM developer, these tools will help you get more productive and accelerate the development and deployment of your AI projects.

LLM 130

LLM ML Engineer ML AI 130

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.

LLM 109

LLM Auto-complete Large Language Models BERT 109

Marktechpost

MARCH 24, 2024

Researchers are considering the fusion of large language models (LLMs) with AI agents as a significant leap forward in AI. However, complexities are involved in developing and evaluating new reasoning strategies and agent architectures for LLM agents due to the intricacy of existing frameworks.

LLM 130

LLM AI Researcher AI Research Large Language Models 130

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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LLM AI AI Generative AI 109

Unite.AI

MARCH 15, 2024

In 2023, the competition in the AI sector reached unprecedented heights, fueled by real, mind-bending breakthroughs. In the ever-evolving landscape of the tech industry, Nvidia continues to solidify its position as the key player in AI infrastructure. Challenging Nvidia, with its nearly $1.5

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ML Deep Learning Neural Network Machine Learning 188

Marktechpost

FEBRUARY 29, 2024

The researchers from Google research have proposed USER-LLM , a framework integrating user embeddings with LLMs to adapt dynamically to user context. The USER-LLM framework involves two stages: embedding generation and LLM contextualization. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses….

Artificial Intelligence 126

Artificial Intelligence Artificial Intelligence LLM Large Language Models 126

Marktechpost

MARCH 1, 2024

Here, radioactivity refers to the detectable residues left in a model that has been refined using information produced by an additional LLM. Secondly, it increases openness in the LLM training process by revealing details on the make-up of training data and possible biases or influences from previously created content.

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LLM Large Language Models AI AI 103

Marktechpost

FEBRUARY 27, 2024

A team of researchers at Google Research has introduced the LLM Comparator tool, which facilitates the side-by-side comparison of LLM outputs, enabling an in-depth analysis of their performance. The LLM Comparator integrates visual analytics, allowing users to delve into the specifics of model performance across different scenarios.

Large Language Models 104

Large Language Models LLM AI AI 104

AWS Machine Learning Blog

DECEMBER 5, 2023

This post is written in collaboration with Balaji Chandrasekaran, Jennifer Cwagenberg and Andrew Sansom and Eiman Ebrahimi from Protopia AI. New and powerful large language models (LLMs) are changing businesses rapidly, improving efficiency and effectiveness for a variety of enterprise use cases.

LLM 96

LLM AI AI Generative AI 96

Marktechpost

APRIL 8, 2024

Innovations in Arithmetic Coding, adjusted for better LLM compatibility, and exploring “token-free” language modeling through convolutional downsampling offer alternative paths for neural tokenization. The results show that models trained using “Equal-Info Windows” significantly outperform traditional methods.

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LLM Large Language Models AI AI 131

Marktechpost

JANUARY 30, 2024

For instance, in functions like generating personalized content based on user data, LLMs might perform highly in a few cases but also risk causing incorrect or inappropriate content. This inconsistency can lead to significant issues, particularly when LLM outputs are used in sensitive or critical applications.

LLM 110

LLM Large Language Models Artificial Intelligence Artificial Intelligence 110

Marktechpost

FEBRUARY 26, 2024

Recent solutions often focus on sophisticated ensemble methods or frameworks where multiple LLM agents collaborate. This work investigates a fascinating phenomenon: the potential to improve LLM performance simply by scaling up the number of agents used. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses….

LLM 110

LLM Large Language Models Prompt Engineer Prompt Engineering 110

TheSequence

MARCH 19, 2024

Created Using DALL-E 💡 ML Concept of the Day: A Summary Of Our Series About LLM Reasoning Today, we are concluding our series about reasoning in LLMs with a summary of the different topics covered. Here is our summary: Edge 253 : Provides an introduction to LLM reasoning and its relevance.

LLM 105

LLM Explainability ML AI 105

Marktechpost

MARCH 6, 2024

These models have become essential tools for various tasks, prompting a growing need for proprietary LLMs among individuals and organizations. However, the resource-intensive nature of LLM development remains a challenge for many. This methodology enables the fusion of pre-trained LLMs with diverse architectures into a cohesive model.

LLM 95

LLM Large Language Models Neural Network Natural Language Processing 95

Marktechpost

APRIL 15, 2024

It is no longer science fiction to imagine that many interactions on the internet will be between LLM-powered systems. Currently, humans verify LLM-generated outputs for correctness before implementation due to the complexity of code comprehension.

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LLM ML Large Language Models AI 137

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.

LLM 89

LLM Large Language Models Natural Language Processing Automation 89

Marktechpost

JANUARY 31, 2024

Researchers from Shanghai AI Laboratory introduced HuixiangDou, a technical assistant based on Large Language Models (LLM), to tackle these issues, marking a significant breakthrough. The initial version, called Baseline, involved directly fine-tuning the LLM to handle user queries. Check out the Paper and Github.

Large Language Models 118

Large Language Models LLM Computer Vision Deep Learning 118

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.

Artificial Intelligence 134

Artificial Intelligence Artificial Intelligence ML Machine Learning 134

Marktechpost

APRIL 6, 2024

Researchers from Microsoft Research, UT Austin, and Peking University introduced LLM-ABR, the first system that utilizes the generative capabilities of LLMs to autonomously design adaptive bitrate (ABR) algorithms tailored for diverse network characteristics. In this paper, network architecture design is limited to GPT-3.5

Machine Learning 114

Machine Learning Algorithm LLM Neural Network 114

Marktechpost

MARCH 11, 2024

This not only enhances throughput but also allows for the serving of larger models under fixed hardware constraints, a significant leap forward in LLM serving technology. This approach dramatically reduces the redundancy and latency typically associated with recovery processes in traditional LLM serving systems.

LLM 116

LLM Machine Learning Large Language Models Chatbots 116

Marktechpost

DECEMBER 24, 2023

Additionally, LLM hallucination is an infamous issue that causes LLMs to generate unreliable content. To tackle the shortcomings of existing models, researchers at Microsoft have released InsightPilot, a system that automates the process of data exploration using LLMs. If you like our work, you will love our newsletter.

LLM 129

LLM Automation Insight Engine Data Analysis 129

Marktechpost

MAY 10, 2024

The central advancement of COLLAGE lies in its ability to handle numerical errors and imprecision without necessitating upcasting to higher precision formats, ensuring precise computations with low memory footprint and computational efficiency crucial for LLM training. better throughput on a GPT-6.7B

LLM 105

LLM Machine Learning Large Language Models Natural Language Processing 105

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.

Large Language Models 139

Large Language Models LLM Artificial Intelligence Artificial Intelligence 139

Marktechpost

JANUARY 19, 2024

Large language models (LLMs) have revolutionized various AI-infused applications, from chat models to autonomous driving. Traditional approaches to LLM serving, while adept at training models effectively, falter during inference, especially in tasks like open-ended text generation. lower tail latency compared to vLLM.

LLM 108

LLM AI Researcher AI Research Large Language Models 108

Marktechpost

MARCH 3, 2024

The ability of systems to plan and execute complex tasks stands as a testament to AI’s progress. Panning within AI has been approached through various methodologies, ranging from basic decision-making processes to complex algorithms designed to simulate the foresight and adaptability of human intelligence.

LLM 128

LLM Large Language Models Algorithm ML 128

Marktechpost

APRIL 3, 2024

The team has shared that they would make the intermediate checkpoints of Amber-7B and OpenLLaMA-7B publicly available in order to improve knowledge of scaling laws and facilitate the creation of LLM training plans that are more successful. Check out the Paper. Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup.

Large Language Models 96

Large Language Models LLM AI AI 96

Marktechpost

JANUARY 5, 2024

Large Language Models (LLMs) have ushered a new era in the field of Artificial Intelligence (AI) through their exceptional natural language processing capabilities. From mathematical reasoning to code generation and even drafting legal opinions, LLMs find their applications in almost every field. Check out the Paper.

LLM 104

LLM Machine Learning Natural Language Processing Large Language Models 104

Marktechpost

DECEMBER 20, 2023

With the recent introduction of Large Language Models (LLMs), the field of Artificial Intelligence (AI) has significantly outshined. These workflows, called LLM agents, use external tools or APIs to carry out multi-step processes and accomplish a purpose.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 133

Marktechpost

FEBRUARY 1, 2024

AgentBoard is an innovative benchmark and open-source evaluation framework for analyzing LLM agents. AgentBoard introduces a fine-grained progress rate metric and a comprehensive toolkit for interactive visualization, shedding light on LLM agents’ capabilities and limitations. If you like our work, you will love our newsletter.

LLM 116

LLM AI AI ML 116

Marktechpost

MARCH 7, 2024

The intersection of AI and the arts, especially music, has become an important field of study due to its deep implications for human creativity. Recent years have seen a change in several fields brought about by Large Language Models (LLMs) and their incredible ability to generate lengthy sequences. Researchers from Skywork AI PTE.

LLM 122

LLM Metadata Large Language Models AI 122

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.

Artificial Intelligence 137

Artificial Intelligence Artificial Intelligence LLM Large Language Models 137

Marktechpost

MARCH 2, 2024

From each cluster, a representative ad is chosen for detailed LLM review. This step is pivotal, as it dramatically reduces the content volume that requires LLMs’ comprehensive analysis capabilities, thereby optimizing resource utilization. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses….

LLM 90

LLM Large Language Models ML AI 90

Marktechpost

JANUARY 23, 2024

Frontend: Easy LLM Programming with SGLang The team also presents SGLang, an embedded domain-specific language in Python, on the front end. The researchers recorded the throughput their system attained when testing it on the following typical LLM workloads: MMLU: A multi-tasking, 5-shot, multiple-choice test. advice v0.1.8,

LLM 90

LLM AI Researcher AI Research Auto-complete 90

Marktechpost

MARCH 21, 2024

By harmonizing dynamic planning, tool integration, and logical error detection, the Data Interpreter addresses the quintessential challenges in data science, offering a robust and versatile solution that stands out in the landscape of LLM-based tools. Join our Telegram Channel , Discord Channel , and LinkedIn Gr oup.

Data Science 136

Data Science LLM Large Language Models Machine Learning 136

Marktechpost

MARCH 8, 2024

Large language models (LLMs) trained on vast amounts of text data show remarkable abilities in diverse tasks via next-token prediction and fine-tuning. While traditional benchmarks become obsolete due to LLM advancements, distinguishing between deep understanding and shallow memorization poses a challenge.

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LLM Large Language Models OpenAI ML 99