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

AI Weekly

MAY 2, 2024

In the News Coalition of news publishers sue Microsoft and OpenAI A coalition of major news publishers has filed a lawsuit against Microsoft and OpenAI, accusing the tech giants of unlawfully using copyrighted articles to train their generative AI models without permission or payment. Planning a GenAI or LLM project? techmonitor.ai

OpenAI 147

OpenAI Natural Language Processing Robotics LLM 147

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 103

Large Language Models AI Researcher AI Research Software Engineer 103

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 117

Robotics AI Researcher AI Research Large Language Models 117

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.

LLM 95

LLM Large Language Models Algorithm AI 95

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 214

Artificial Intelligence Artificial Intelligence Software Development AI 214

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 73

AI Tools OpenAI Generative AI Large Language Models 73

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 99

LLM Explainability Large Language Models Machine Learning 99

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 83

Large Language Models AI Researcher AI Research Computational Linguistics 83

TheSequence

OCTOBER 15, 2023

📝 Editorial: Next Week in The Sequence: LLM Scaling Laws vs. Everything Else The prevailing mantra in recent years for large language models (LLMs) has been "bigger is better." The question arises: are the LLM scaling laws approaching their limits? 📡AI Radar Character.AI

LLM 52

LLM Large Language Models Software Development Data Quality 52

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.

LLM 65

LLM Large Language Models AI Tools AI 65

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 Researcher 52

AI Researcher AI Research Large Language Models Machine Learning 52

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 88

AI Tools Robotics Artificial Intelligence Artificial Intelligence 88

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.

LLM 104

LLM Large Language Models AI Tools Artificial Intelligence 104

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 97

Large Language Models LLM Natural Language Processing Artificial Intelligence 97

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 Researcher 82

AI Researcher AI Research Large Language Models LLM 82

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 78

LLM AI Tools AI Researcher AI Research 78

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.

LLM 40

LLM Chatbots 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 115

Large Language Models LLM AI Tools AI Researcher 115

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.

Large Language Models 189

Large Language Models LLM Data Scientist Continuous Learning 189

Marktechpost

JULY 23, 2023

Using this method, the researchers generated 500,000 cases using a less complex LLM model and an extra 100,000 using a more complex LLM model. All Credit For This Research Goes To the Researchers on This Project.

Large Language Models 97

Large Language Models LLM Artificial Intelligence Artificial Intelligence 97

Marktechpost

JULY 26, 2023

Trending ] Meet Pixis AI: An Emerging Startup Providing Codeless AI Solutions The researchers used Evol-Instruct to generate instructions of varying degrees of complexity. Then, they combined all of the produced instruction data to fine-tune a LLaMA LLM and develop their WizardLM model in an empirical study.

LLM 52

LLM Large Language Models ChatGPT Natural Language Processing 52

Marktechpost

JUNE 8, 2023

For the ever-growing challenge of LLM validation, ReLM provides a competitive and generalized starting point. ReLM is the first solution that allows practitioners to directly measure LLM behavior over collections too vast to enumerate by describing a query as the whole set of test patterns.

Large Language Models 109

Large Language Models LLM Inference Engine AI 109

Marktechpost

JUNE 27, 2023

They build specific Python functions from their docstrings, using LLMs trained for coding. HumanEval, the evaluation standard suggested in the latter paper, has been frequently used to compare LLM performance on code. They demonstrate the power of high-quality data in breaking existing scaling laws by training a 1.3B-parameter

Large Language Models 124

Large Language Models Python Neural Network LLM 124

Marktechpost

JULY 1, 2023

An optical encoder may be trained to represent each picture as a series of continuous embeddings, allowing the LLM to understand it. Another uses a contrastively trained frozen vision encoder while adding additional layers to the frozen LLM that are then learned from scratch.

Large Language Models 92

Large Language Models Computer Vision LLM Natural Language Processing 92

AI Weekly

MARCH 21, 2024

Powered by global.ntt In the News 3 tech pioneers on the biggest AI breakthroughs – and what they expect will come next Three leading experts in AI spoke to the World Economic Forum in a series of interviews.

Convolutional Neural Networks 193

Convolutional Neural Networks Robotics Artificial Intelligence Artificial Intelligence 193

Marktechpost

JUNE 29, 2023

Wanda works well without needing to be retrained or get its weights updated, and the reduced LLM has been applied to inference immediately. The study found that a tiny fraction of LLMs’ hidden state features has unusually large magnitudes, which is a peculiar characteristic of these models.

Large Language Models 97

Large Language Models Natural Language Processing Neural Network LLM 97

Marktechpost

JUNE 4, 2023

Secondly, LLMs generate tokens based on the previous context, and when halted for tool response, they resume token generation by feeding all historical tokens, which results in significant prompt redundancy leading to high cost in terms of token consumption for commercial LLM services.

Auto-complete 117

Auto-complete Large Language Models Natural Language Processing LLM 117

AssemblyAI

AUGUST 3, 2023

The exploding popularity of conversational AI tools has also raised serious concerns about AI safety. Much of current AI research aims to design LLMs that seek helpful, truthful, and harmless behavior. But how do we interpret the effect of RLHF fine-tuning over the original base LLM?

LLM 238

LLM Chatbots ChatGPT OpenAI 238

Marktechpost

JULY 1, 2023

Large language models (LLMs), which have demonstrated remarkable code generation capabilities, also face difficulties in theorem proving due to flaws in factuality and hallucination. In conclusion, this open-source solution for LLM-based theorem proving seems promising for the future.

Large Language Models 98

Large Language Models Data Extraction Artificial Intelligence Artificial Intelligence 98

Marktechpost

JUNE 13, 2023

Figure 1 below depicts the two parts that makeup ChatDB: an LLM controller and its memory. The read and write operations to the memory are controlled by the LLM controller, which can be any widely used LLM. The LLM created these SQL statements. The read and write operations to the memory are managed by the LLM controller.

Large Language Models 98

Large Language Models LLM Natural Language Processing AI Tools 98

Marktechpost

JULY 21, 2023

Their strategy consists of two crucial phases: 1) creating tools: An LLM, often called the tool builder, creates tools (implemented as Python functions), especially for a specific job. Due to the two-stage design, LATM may assign work to the most qualified LLM at each step. Turbo to complete.

Large Language Models 78

Large Language Models LLM AI Tools NLP 78

Marktechpost

JUNE 6, 2023

For instance, including tools like a web search engine or question-and-answer (QA) system enables LLMs to learn when and how to use external resources for problem-solving. LLMs must provide extensive blueprints before using these techniques to solve complicated problems.

Large Language Models 113

Large Language Models Neural Network LLM AI 113

Marktechpost

JULY 14, 2023

But researchers are still putting in efforts to make frozen LLMs capable of completing visual modality tasks when given the right visual representations as input. 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.

Large Language Models 97

Large Language Models Natural Language Processing LLM Artificial Intelligence 97

Marktechpost

JULY 9, 2023

ModelScopeGPT is a free resource that can be used by businesses and developers to gain access to and run the most appropriate models for completing complex AI tasks per user request, such as creating multilingual films. Customers and developers can use the model to cheaply make bespoke AI features for the company.

Artificial Intelligence 99

Artificial Intelligence Artificial Intelligence Natural Language Processing AI Tools 99

Marktechpost

JUNE 19, 2023

Large language models (LLMs), including GPT-3, PaLM, OPT, BLOOM, and GLM-130B, have greatly pushed the limits of what is possible for computers to comprehend and produce in terms of language. One of the most fundamental language applications, question answering, has been significantly improved due to recent LLM breakthroughs.

Large Language Models 88

Large Language Models LLM AI Tools AI Researcher 88