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

DECEMBER 29, 2023

Often, LLMs exhibit inconsistencies and inaccuracies, manifesting as hallucinations in outputs, which impede their applicability in diverse real-world situations. Traditional methods primarily revolve around refining these models through extensive training on large datasets and prompt engineering.

LLM 113

LLM Large Language Models Natural Language Processing Prompt Engineer 113

Marktechpost

AUGUST 4, 2023

In a groundbreaking move, LightOn proudly announced the launch of Alfred-40B-0723, an innovative open-source Language Model (LLM) based on Falcon-40B. This state-of-the-art model is the first of its kind, specifically designed to cater to the needs of businesses seeking to integrate Generative AI into their workflows seamlessly.

LLM 94

LLM Generative AI Prompt Engineer Prompt Engineering 94

Marktechpost

AUGUST 27, 2023

Artificial Intelligence (AI) has seen a rise in the use of Large Language Models (LLMs). A particular sort of LLM that is based on the Transformer architecture’s decoder-only design has acquired a lot of popularity recently. The Chain-of-Thought (CoT) method expands on prompt engineering.

Large Language Models 98

Large Language Models Machine Learning Prompt Engineer Prompt Engineering 98

Marktechpost

OCTOBER 8, 2023

Prompts are essential for improving the performance of LLMs like GPT-3.5 The way that prompts are created can have a big impact on an LLM’s abilities in a variety of areas, including reasoning, multimodal processing, tool use, and more. The task prompts are then subjected to mutations, resulting in variants.

Large Language Models 141

Large Language Models Neural Network LLM Prompt Engineer 141

Towards AI

SEPTEMBER 22, 2023

The paper reveals that researchers face the same resource limitations as professionals in the industry, which is not surprising because model training is getting so expensive. The authors proposed strategies for how to do research with limited resources. However, with the advent of LLM, everything has changed.

Prompt Engineer 57

Prompt Engineer Prompt Engineering LLM ML 57

Marktechpost

SEPTEMBER 9, 2023

Editor’s Message We’re working hard at Marktechpost.com to help you find and read trending AI research articles as easily as possible — including making these research summary articles released regularly! All Credit For This Research Goes To the Researchers on This Project.

Large Language Models 128

Large Language Models Software Development LLM Prompt Engineer 128

AI Weekly

AUGUST 31, 2023

zdnet.com Nvidia’s stock closes at record after Google AI partnership Nvidia shares rose 4.2% forbes.com The AI Financial Crisis Theory Demystified Rather than focusing on whether the U.S. zdnet.com Nvidia’s stock closes at record after Google AI partnership Nvidia shares rose 4.2% dailymail.co.uk dailymail.co.uk

Generative AI 193

Generative AI Robotics Artificial Intelligence Artificial Intelligence 193

Marktechpost

JANUARY 4, 2024

In order to get the most out of these models, it is important to ask the right questions, i.e., providing them with optimized prompts, which has led to the emergence of an entirely new field – prompt engineering, which focuses primarily on crafting optimized and task-specific instructions to get better responses.

Large Language Models 84

Large Language Models Prompt Engineer Prompt Engineering LLM 84

TheSequence

JUNE 7, 2023

Today, it seems to me, that the most exciting and challenging problems are in AI. 🛠 ML Work Humanloop is one of the emerging platforms in the LLM application development space. I’ve believed for a long time now that foundational AI models, like GPT-3/4, are the start of the next big computing platform.

LLM 72

LLM Machine Learning Generative AI Prompt Engineer 72

Marktechpost

SEPTEMBER 14, 2023

DM maintains conversational flow, sends prompts to LLM, and processes responses. Prompt engineering ensures natural responses from LLM. It combines a few shot-learning and prompt-learning techniques to generate context-aware replies. All Credit For This Research Goes To the Researchers on This Project.

Large Language Models 118

Large Language Models Robotics Natural Language Processing Prompt Engineer 118

TheSequence

JULY 23, 2023

Created Using Midjourney Next Week in The Sequence: Edge 311: Our series about foundation models continues with ReAct, a technique that combines reasoning and acting in LLMs. We review Google’s original ReAct paper and the Haystack framework for LLM-based search. TheSequence is a reader-supported publication.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Robotics 52

TheSequence

JULY 16, 2023

Created Using Midjourney Next Week in The Sequence: Edge 309: Our series about foundation model techniques continues with a look at active prompting including an analysis of the original AP paper. Data Agents LlamaIndex introduced Data Agents, a framework for augmenting LLMs with data access capabilities —> Read more.

LLM 98

LLM OpenAI Prompt Engineer Prompt Engineering 98

Marktechpost

OCTOBER 18, 2023

Existing efforts to tackle these challenges have given rise to calibration methods to mitigate the biases and recover LLM performance. The metrics obtained through these experiments show that BC offers state-of-the-art performance, making it a promising solution for those working with LLMs. Join our AI Channel on Whatsapp.

Large Language Models 81

Large Language Models Prompt Engineer Prompt Engineering LLM 81

Towards AI

FEBRUARY 15, 2023

But it is difficult to know how the ecosystem will play out and what capabilities and products will be built into the LLMs and owned by the likes of OpenAI, Microsoft, and Google and which will be performed by the surrounding startup ecosystem. Hottest News 1. This article explains why. […]

Large Language Models 88

Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 88

Marktechpost

AUGUST 27, 2023

This method of benchmark design, in which subject matter experts actively and actively participate in the development of evaluation tasks, exemplifies one kind of multidisciplinary cooperation in LLM research. They emphasize three aspects of LEGALBENCH as a research project: 1.

Large Language Models 92

Large Language Models LLM Prompt Engineer Prompt Engineering 92

Marktechpost

JULY 19, 2023

This avoids hosting the LLM or annotating big datasets, but it has major performance issues with multistep reasoning, math, having the most recent information, and other things. Also, the framework chooses and employs the best suitable tools (such as search engines and code execution) at each stage.

Large Language Models 52

Large Language Models Automation LLM Prompt Engineer 52

Topbots

NOVEMBER 27, 2023

Be prepared to adapt swiftly to evolving regulatory landscapes, such as GDPR policies, that may impose limitations on the use of generative AI technology. Generative AI Vulnerabilities. Sign up for more AI research updates. Email Address * Name * First Last Company * What business use cases are you applying AI to?

Software Development 104

Software Development Generative AI Prompt Engineer Prompt Engineering 104

Mlearning.ai

OCTOBER 28, 2023

Prompt, In-context Learning and Chaining Step 1 You pick a model, give it a prompt, get a response, evaluate the response, and re-prompt if needed until you get the desired outcome. In-context learning is a prompt engineering approach where language models learn tasks from a few natural language examples and try to perform them.

Generative AI 52

Generative AI LLM Prompt Engineer Prompt Engineering 52

Marktechpost

AUGUST 1, 2023

SPRING is an LLM-based policy that outperforms Reinforcement Learning algorithms in an interactive environment requiring multi-task planning and reasoning. They employed an LLM to extract relevant information, including game mechanics and desirable behaviors documented in the paper. Check out the Paper.

LLM 52

LLM Large Language Models AI Tools ML 52

Snorkel AI

JANUARY 16, 2024

Alex Ratner spoke with Douwe Keila, an author of the original paper about retrieval augmented generation (RAG) at Snorkel AI’s Enterprise LLM Summit in October 2023. He’s an adjunct professor at Stanford, he was previously head of research at Hugging Face and a research scientist at Facebook AI Research.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Neural Network LLM 52

Heartbeat

NOVEMBER 16, 2023

We will also touch upon integrating string evaluators with other evaluative tools like Constitutional AI principles to achieve comprehensive model evaluations. So, whether you’re a seasoned AI researcher or an enthusiast keen on understanding the intricacies of language model evaluation, this guide has got you covered!

LLM 52

LLM Chatbots Explainability Deep Learning 52

Snorkel AI

JUNE 9, 2023

That means curating an optimized set of prompts and responses for instruction tuning as well as cultivating the right mix of pre-training data for self-supervision. Snorkel Foundry will allow customers to programmatically curate unstructured data to pre-train an LLM for a specific domain.

Large Language Models 52

Large Language Models Data Scientist Machine Learning Computer Vision 52

Snorkel AI

JUNE 9, 2023

That means curating an optimized set of prompts and responses for instruction tuning as well as cultivating the right mix of pre-training data for self-supervision. Snorkel Foundry will allow customers to programmatically curate unstructured data to pre-train an LLM for a specific domain.

Large Language Models 52

Large Language Models Data Scientist Machine Learning Computer Vision 52

AWS Machine Learning Blog

MAY 9, 2024

This includes implementation of industry best practice measures and industry frameworks, such as NIST , OWASP-LLM , OWASP-ML , MITRE Atlas. AI/ML Specialist Solutions Architect at AWS, based in Virginia, US. Vikram Elango is a Sr.

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ML Generative AI AI AI 106

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?

LLM 123

LLM Large Language Models NLP Prompt Engineer 123

Marktechpost

OCTOBER 23, 2023

However, a significant limitation has persisted in effectively communicating with these advanced T2I models using natural language descriptions, making it challenging for users to obtain engaging images without expertise in prompt engineering. Additionally, the proposed technique can be easily integrated into existing LLMs.

Large Language Models 118

Large Language Models Prompt Engineer Prompt Engineering LLM 118

Unite.AI

OCTOBER 9, 2023

Adding image analysis to large language models (LLMs) like GPT-4 is seen by some as a big step forward in AI research and development. This kind of multimodal LLM opens up new possibilities, taking language models beyond text to offer new interfaces and solve new kinds of tasks, creating fresh experiences for users.

ChatGPT 351

ChatGPT Large Language Models AI AI 351

Towards AI

APRIL 30, 2024

In the popular lmsys LLM arena and leaderboard, LLama 70GB scores second to only the latest GPT-4 Turbo on English text-based prompts. Prompt Engineering Best Practices: Building Chatbots This step-by-step tutorial focuses on the essentials of building a personalized chatbot with the right prompting techniques.

AI 75

AI AI LLM Prompt Engineer 75

Marktechpost

JUNE 27, 2023

Although training methods for cutting-edge LLMs have yet to be made public, recent in-depth reports imply that the underlying architecture of these systems has changed little, if at all. As resources are poured into LLM, unexpectedly crucial behaviors often emerge. No effective methods exist for influencing the actions of LLMs.

Large Language Models 78

Large Language Models LLM Neural Network Prompt Engineer 78

ODSC - Open Data Science

JANUARY 26, 2024

Source ) Researchers from the University of Washington and the Allen Institute for AI have set a new precedent in the work of fine-tuning LLMs. Source ) Researchers from the University of Washington and the Allen Institute for AI have set a new precedent in the work of fine-tuning LLMs. Certified!!)

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Robotics Prompt Engineer 52

Unite.AI

SEPTEMBER 20, 2023

Hugging Face is an AI research lab and hub that has built a community of scholars, researchers, and enthusiasts. In a short span of time, Hugging Face has garnered a substantial presence in the AI space. A great resource available through Hugging Face is the Open LLM Leaderboard.

LLM 342

LLM BERT NLP Python 342

Topbots

SEPTEMBER 11, 2023

The different components of your AI system will interact with each other in intimate ways. For example, if you are working on a virtual assistant, your UX designers will have to understand prompt engineering to create a natural user flow. Prompting is great to get a head-start into pre-trained models.

AI 59

AI AI UX Design Automation 59

Snorkel AI

OCTOBER 17, 2023

For years you’ve been a big leader in applying AI—generally in the NLP and AI research communities, but also specifically for finance. Obviously, you were part of an org that was already very sophisticated on the research and operationalization side. You were able to share what you did with the community.

Large Language Models 64

Large Language Models NLP Prompt Engineer Prompt Engineering 64

Snorkel AI

OCTOBER 17, 2023

For years you’ve been a big leader in applying AI—generally in the NLP and AI research communities, but also specifically for finance. Obviously, you were part of an org that was already very sophisticated on the research and operationalization side. You were able to share what you did with the community.

Large Language Models 59

Large Language Models NLP Prompt Engineer Prompt Engineering 59

Marktechpost

NOVEMBER 26, 2023

Among the daily deluge of news about new advancements in Large Language Models (LLMs), you might be asking, “how do I train my own?” ” Today, an LLM tailored to your specific needs is becoming an increasingly vital asset, but their ‘Large’ scale comes with a price.

LLM 138

LLM BERT Large Language Models Prompt Engineer 138

Unite.AI

MARCH 13, 2024

Advanced techniques like transfer learning, retrieval-augmented generation, and prompt engineering are often employed to enhance the model's performance and adapt it to the target domain. Here are some notable examples: Legal Domain Law LLM Assistant SaulLM-7B Equall.ai

Large Language Models 204

Large Language Models Natural Language Processing LLM Data Scarcity 204