Marktechpost

JULY 8, 2023

Researchers from SenseTime Research, SKLSDE, Beihang University, and Shanghai Jiao Tong University developed Shikra, a unified model that can handle inputs and outputs of spatial coordinates, which is what they created. An alignment layer, an LLM, and a vision encoder are all parts of the Shikra architecture.

LLM 115

LLM AI Research AI Researcher Large Language Models 115

Marktechpost

JULY 7, 2023

Understanding the personality trait-related properties of the language created by these models is vital as LLMs become the dominant human-computer interaction (HCI) interface, as is learning how to safely, appropriately, and effectively engineer personality profiles generated by LLMs. Check out the Paper.

Large Language Models 111

Large Language Models Explainability AI Research AI Researcher 111

Marktechpost

DECEMBER 6, 2023

ChatGPT – GPT-4 GPT-4 is the latest LLM of OpenAI, which is more inventive, accurate, and safer than its predecessors. Adobe Enhance This AI tool removes background noise from audio recordings. Synthesia Synthesia is a video generation tool that converts texts into high-quality videos using AI avatars and voiceovers.

AI Tools 118

AI Tools Generative AI Chatbots OpenAI 118

Flipboard

JULY 3, 2023

Particularly after using reinforcement learning with human input, the intrinsic confidence score from the generative LLMs is sometimes unavailable or not effectively calibrated with regard to the intended aim. Heuristic techniques are costly to compute and are subject to bias from the LLM itself, such as sampling an ensemble of LLM answers.

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LLM Large Language Models AI Tools NLP 132

Marktechpost

JUNE 22, 2023

2023 is the year of LLMs. A new LLM model is taking the spotlight one after the other. LLMs possess the remarkable ability to exhibit a wide range of behaviors, including engaging in dialogue, which can lead to a compelling illusion of conversing with a human-like interlocutor. ChatGPT, GPT-4, LLaMA, and, more.

AI Research 111

AI Research AI Researcher ChatGPT LLM 111

Marktechpost

JUNE 19, 2023

On the other hand, the open-source nature of LLMs like Pythia, LLaMA, and Flan-T5 provides an opportunity to researchers to fine-tune and improve the models on custom instruction datasets. This enables the development of smaller and more efficient LLMs like Alpaca, Vicuna, OpenAssistant, and MPT.

Large Language Models 122

Large Language Models LLM BERT AI Tools 122

Marktechpost

JULY 22, 2023

The chatbot is built on Apple’s proprietary large language model (LLM) framework, known as “Ajax.” ” Apple has partnered with Google Cloud to accelerate the development process and utilized the Google JAX framework, specifically designed to enhance machine learning research.

AI Tools 90

AI Tools OpenAI Generative AI Large Language Models 90

Marktechpost

JUNE 6, 2023

It leads to the development and deployment of Code LLMs requiring much repetitious work. Salesforce AI Research presents CodeTF, an open-source and all-inclusive library for Transformer-based LLMs. CodeTF supports several LLM codes, including encoder-only, decoder-only, and encoder-decoder.

Large Language Models 105

Large Language Models AI Research AI Researcher Software Engineer 105

Marktechpost

JUNE 23, 2023

Researchers have also looked into using LLMs to improve robotic control in the area of robotics. Since low-level robot operations are hardware-dependent and frequently underrepresented in LLM training data, applying LLMs to robotics is difficult.

Robotics 122

Robotics AI Research AI Researcher Large Language Models 122

Marktechpost

JUNE 9, 2023

Given their previous achievements, they ask: How well can LLMs identify the fundamental traits and cues concealed in the complexity of human-generated passwords? Don’t forget to join our 23k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

LLM 98

LLM Large Language Models ML AI Tools 98

Marktechpost

JUNE 24, 2023

Tacking this problem statement, researchers from the University of California, Berkeley, have developed vLLM, an open-source library that is a simpler, faster, and cheaper alternative for LLM inference and serving. Large Model Systems Organization (LMSYS) is currently using the library to power their Vicuna and Chatbot Arena.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 122

Marktechpost

JULY 14, 2023

However, as Mithril Security’s latest LLM-powered penetration test shows, adopting the newest algorithms can also have significant security implications. Researchers from Mithril Security, a corporate security platform, discovered they could poison a typical LLM supply chain by uploading a modified LLM to Hugging Face.

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LLM Large Language Models Algorithm AI 98

Marktechpost

JULY 15, 2023

This year, a paper presented at the Association for Computational Linguistics (ACL) meeting delves into the importance of model scale for in-context learning and examines the interpretability of LLM architectures. The study focuses on the OPT-66B model, a 66-billion-parameter LLM developed by Meta as an open replica of GPT-3.

Large Language Models 97

Large Language Models AI Research AI Researcher Computational Linguistics 97

AI Weekly

APRIL 25, 2024

Powered by rws.com In the News 80% of AI decision makers are worried about data privacy and security Organisations are hitting stumbling blocks in four key areas of AI implementation: Increasing trust, Integrating GenAI, Talent and skills, Predicting costs. Planning a GenAI or LLM project? Menteebot has human-like dexterity.

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Robotics LLM Artificial Intelligence Artificial Intelligence 231

Marktechpost

JULY 7, 2023

They considered all the projects that fit these criteria: Projects must have been created eight months ago or less (approx November 2022, to June 2023, at the time of this paper’s publication) Projects are related to the topics: LLM, ChatGPT, Open-AI, GPT-3.5, or GPT-4 Projects must have at least 3,000 stars on GitHub.

LLM 111

LLM Explainability Large Language Models Machine Learning 111

Marktechpost

JULY 20, 2023

Teaching LLM from scratch is challenging because of the extensive time required to understand why fine-tuned models fail; iteration cycles for fine-tuning on small datasets are typically measured in months. Steps for developing your LLM: Lamini is a library that allows for fine-tuned prompts and text outputs.

LLM 75

LLM ChatGPT Machine Learning AI Tools 75

Marktechpost

JULY 6, 2023

In this study, they first explain why LLMs struggle with ranking problems when using the pointwise and listwise formulations of the current approaches. They also review PRP’s additional advantages, such as its support for LLM APIs for scoring and generation and its insensitivity to input orders. Check out the Paper.

AI Research 102

AI Research AI Researcher Large Language Models AI Tools 102

Marktechpost

JULY 28, 2023

Mentat is an AI tool that assists you with any coding task from your command-line, allowing it to coordinate edits across multiple files. Researchers are still working on the Mentat as there are some issues regarding it. The prompt is the tool that can speak with Artificial Intelligence.

AI Tools 98

AI Tools Robotics Artificial Intelligence Artificial Intelligence 98

Marktechpost

JUNE 5, 2023

Don’t forget to join our 22k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

LLM 98

LLM ChatGPT AI Tools OpenAI 98

AI Weekly

FEBRUARY 29, 2024

[Read the blog] global.ntt In The News Google working to fix Gemini AI as CEO calls some responses "unacceptable" Google is working to fix its Gemini AI tool, CEO Sundar Pichai told employees in a note on Tuesday, saying some of the text and image responses generated by the model were "biased" and "completely unacceptable".

Artificial Intelligence 220

Artificial Intelligence Artificial Intelligence Software Development AI 220

Marktechpost

JULY 21, 2023

Don’t forget to join our 22k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

LLM 95

LLM AI Tools AI Research AI Researcher 95

Marktechpost

JULY 2, 2023

Thus, exposure to a broader range of knowledge allows LLMs to provide more accurate and contextually relevant answers to user queries. Yet, despite the numerous potential use cases, most available open-source LLMs, ranging from Meta’s LLaMA to MosaicML’s MPT LLM models, have been trained on sequences with a maximum of 2K tokens.

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LLM Large Language Models Artificial Intelligence Artificial Intelligence 111

John Snow Labs

JANUARY 25, 2024

release in July, thanks to newly added support for ONNX models and the ability to accelerate and scale the calculation of text embeddings—a key step in preparing data for retrieval augmented generation (RAG) LLM solutions. John Snow Labs has won the 2024 Global 100 Award for the Best Medical Application of LLMs.

NLP 94

NLP LLM Generative AI Large Language Models 94

Flipboard

JULY 9, 2023

Instead, researchers from UT Austin and the State University of New York present a method known as LLM+P that, when given a natural language description of a planning problem, the LLM: Outputs a problem description suitable as input to a general-purpose planner. Solves the problem using the general-purpose planner.

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LLM Large Language Models ChatGPT AI Tools 65

AWS Machine Learning Blog

JUNE 7, 2023

Ebtesam Almazrouei, Executive Director–Acting Chief AI Researcher of the AI-Cross Center Unit and Project Lead for LLM Projects at TII. Trained on 1 trillion tokens, TII Falcon LLM boasts top-notch performance while remaining incredibly cost-effective.

LLM 98

LLM Machine Learning ML AI Research 98

Marktechpost

JULY 17, 2023

Most of the existing LLMs have been specifically designed and trained for the English language, resulting in a predominant bias towards English in the research and development of these models. Unlike existing multilingual LLMs that lack a 13B model, the team has released POLYLM-13B and POLYLM-1.7B to facilitate usage.

Large Language Models 98

Large Language Models LLM Natural Language Processing Artificial Intelligence 98

IBM Journey to AI blog

SEPTEMBER 27, 2023

Proprietary LLMs are owned by a company and can only be used by customers that purchase a license. The license may restrict how the LLM can be used. On the other hand, open source LLMs are free and available for anyone to access, use for any purpose, modify and distribute. What are the benefits of open source LLMs?

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Large Language Models LLM Explainability Chatbots 310

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? NVIDIA Launches, RTX, Personalized GPT Models With RTX, NVIDIA is allowing users to create their very own GPT LLM model based on their own files, such as docs and photos.

AI Research 52

AI Research AI Researcher Large Language Models Artificial Intelligence 52

TheSequence

MARCH 3, 2024

Created Using DALL-E Next Week in The Sequence: Edge 375: Out series about reasoning in LLMs continues by exploring Meta’s recent work in System2 attention. We also review the Chainlit framework to build LLM applications. The pace of research in generative AI is breathtaking. million for its AI marketing solution.

Generative AI 64

Generative AI AI Researcher AI Research Robotics 64

Marktechpost

JULY 22, 2023

To make these models super effective and efficient, they should be able to run independently on consumer devices, which would increase their accessibility and availability and enable users to access powerful AI tools on their personal devices without needing an internet connection or relying on cloud servers.

LLM 52

LLM Large Language Models Natural Language Processing Artificial Intelligence 52

Marktechpost

JULY 20, 2023

Since LLM assistants’ concerns are often vague, creating a benchmarking system that can automatically assess the quality of their answers is difficult. Few of the current LLM benchmarking systems meet all of these requirements. Few of the current LLM benchmarking systems meet all of these requirements.

Chatbots 40

Chatbots LLM AI Tools Algorithm 40

Marktechpost

JUNE 25, 2023

To address this challenge, a research team from UC Berkeley and UCSF has proposed a novel LLM-grounded Diffusion (LMD) approach that enhances prompt understanding in a text-to-image generation. In the first stage, an LLM is adapted to function as a text-guided layout generator through in-context learning.

Large Language Models 119

Large Language Models LLM AI Tools AI Research 119

Marktechpost

AUGUST 17, 2024

This is essential for staying relevant and innovative in research but can be inefficient and time-consuming. To tackle these challenges, the academic community is rapidly turning to AI to assist with scientific research.

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LLM Large Language Models AI AI 114

Unite.AI

DECEMBER 8, 2023

Their initiatives, such as Med-PaLM 2, highlight the evolving landscape of AI-driven healthcare solutions, particularly in areas like diagnostics, patient care, and administrative efficiency. Google's Med-PaLM 2, a pioneering LLM in the healthcare domain, has demonstrated impressive capabilities, notably achieving an “expert” level in U.S.

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Large Language Models LLM Data Scientist Continuous Learning 189

Flipboard

JUNE 17, 2023

They divide an LLM’s capacity for in-context learning into two components: the acquisition of effective task representations and the execution of probabilistic inference, or reasoning, over these representations. Is the gap caused by a lack of information in the representations or by the LLMs’ inability to analyze them?

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LLM Large Language Models NLP Prompt Engineer 145

Marktechpost

JULY 19, 2023

On the other hand, the open-source nature of LLMs like Pythia, LLaMA, and Flan-T5 provides an opportunity to researchers to fine-tune and improve the models on custom instruction datasets. This enables the development of smaller and more efficient LLMs like Alpaca, Vicuna, OpenAssistant, and MPT.

Large Language Models 40

Large Language Models LLM BERT AI Tools 40

Marktechpost

JULY 5, 2023

However, early legal LLM (LawGPT) still has a lot of hallucinations and inaccurate results, so this isn’t the case. At first, they understood the demand for a Chinese legal LLM. It is based on the LLM. They also noted that a single general-purpose legal LLM might only function well in this area across some jobs.

Large Language Models 119

Large Language Models LLM Artificial Intelligence Artificial Intelligence 119