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? Take a deep dive into Machine Learning, NLP, Large Language Models, Generative AI, MLOps, and more with 250+ experts, core contributors, and practitioners shaping the future of AI.

AI Researcher 52

AI Researcher AI Research Large Language Models Machine Learning 52

Marktechpost

DECEMBER 12, 2023

Integrating LLMs into development environments can offer real-time assistance to developers, guiding them on function calls, parameter types, or potential errors. Researchers at Nexusflow propose an open-source LLM model, NexusRaven-V2. It can turn natural language instructions into executable code to use tools.

LLM 126

LLM OpenAI AI Researcher AI Research 126

Unite.AI

OCTOBER 18, 2023

This year, the report underscores some particularly significant advancements in the field of Large Language Models (LLMs), emphasizing their growing influence and the broader implications for the AI community. OpenAI and Meta AI, two giants in the AI landscape, have adopted contrasting stances on the issue of openness.

Large Language Models 303

Large Language Models AI AI Generative AI 303

AI Weekly

FEBRUARY 22, 2024

artificialintelligence-news.com Google’s new AI hub in Paris proves that Google feels insecure about AI This morning, Google’s CEO Sundar Pichai inaugurated a new hub in Paris dedicated to AI. nature.com Fairness in machine learning: Regulation or standards? venturebeat.com Ethics China’s Rush to Dominate A.I.

Natural Language Processing 203

Natural Language Processing AI AI Artificial Intelligence 203

AI Weekly

JANUARY 25, 2024

Connect with 5,000+ attendees including industry leaders, heads of state, entrepreneurs and researchers to explore the next wave of transformative AI technologies. ft.com OpenAI starts investing in robotics companies The company has secured a whopping $100 million in funding, with OpenAI’s startup fund contributing $23.5

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Robotics Artificial Intelligence Artificial Intelligence Neural Network 227

Marktechpost

AUGUST 24, 2023

Large Language Models (LLMs) have recently attracted much interest and achieved remarkable success. OpenAI’s ChatGPT, in particular, stands out as a notable example. For instance, OpenAI’s InstructGPT asked human annotators to offer specific instructions to verify conformity with users’ objectives.

LLM 98

LLM Large Language Models OpenAI ChatGPT 98

Marktechpost

JULY 16, 2023

These models are helping Artificial Intelligence and Machine Learning move rapidly through a paradigm shift. Recently, a team of researchers has introduced LMQL, an open-source programming language, and platform for language model interaction. It integrates with the Hugging Face’s Transformers, OpenAI API, and Langchain.

Large Language Models 89

Large Language Models LLM Artificial Intelligence Artificial Intelligence 89

AI Weekly

AUGUST 31, 2023

Powered by appliedintelligence.live In the News 10 Great Colleges For Studying Artificial Intelligence Interest in AI is on the rise—here are 10 schools that offer undergraduate majors or minors in machine learning and AI. zdnet.com Nvidia’s stock closes at record after Google AI partnership Nvidia shares rose 4.2%

Generative AI 197

Generative AI Robotics Artificial Intelligence Artificial Intelligence 197

Marktechpost

AUGUST 19, 2023

Using the power of sophisticated machine learning techniques, data is stored in a vector database. It allows for very fast similarity search, essential for many AI uses such as recommendation systems, picture recognition, and NLP. Collections would only be complete with embeddings.

Metadata 89

Metadata LLM Python Big Data 89

TheSequence

JUNE 7, 2023

👤 Quick bio Tell us a bit about yourself: your background, current role, and how you got started in machine learning. We help developers build reliable applications on top of LLMs like GPT-4. Today, it seems to me, that the most exciting and challenging problems are in AI. Evaluation is subjective and difficult.

LLM 72

LLM Machine Learning Generative AI Prompt Engineer 72

Marktechpost

AUGUST 25, 2023

LLaMa, Claudia, Falcon, and more; the new LLM models are coming for the ChatGPT’s throne. However, there is no doubt that ChatGPT is still by far the most popular LLM out there. There is a really high chance that your favorite AI-powered app is probably just a ChatGPT wrapper, handling the connection for you.

LLM 98

LLM ChatGPT Large Language Models Artificial Intelligence 98

Bugra Akyildiz

AUGUST 5, 2023

Salesforce AI Research introduces XGen , a 7B LLM (large language model) trained on up to 8K sequence length for up to 1.5T HumanEval: A benchmark for measuring the ability of LLMs to generate code that is similar to code written by humans. OpenAI announces the general availability of the GPT-4 API.

LLM 52

LLM Large Language Models OpenAI Python 52

AssemblyAI

AUGUST 3, 2023

Much of current AI research aims to design LLMs that seek helpful, truthful, and harmless behavior. One such method, Reinforcement Learning from Human Feedback (RLHF) , is currently leading the charge. RLHF as Human Preference Tuning RLHF is about teaching an AI model to understand human values and preferences.

LLM 238

LLM Chatbots ChatGPT OpenAI 238

Flipboard

JULY 4, 2023

The well-known chatbot called ChatGPT, based on GPT architecture and developed by OpenAI, imitates humans by generating accurate and creative content, answering questions, summarizing massive textual paragraphs, and language translation. They serve as a filter used to run new data during the inference phase of machine learning.

Large Language Models 126

Large Language Models Machine Learning Natural Language Processing BERT 126

Marktechpost

NOVEMBER 27, 2023

LLMs not only generate text but also perform image processing, audio recognition, and reinforcement learning, proving their adaptability and wide range of applications. GPT-4, which was recently introduced by OpenAI, has become extremely popular due to its multimodal nature. Unlike GPT 3.5,

Large Language Models 106

Large Language Models Natural Language Processing LLM Artificial Intelligence 106

Towards AI

NOVEMBER 21, 2023

Last Updated on November 22, 2023 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week, all attention was on the whirlwind series of events at OpenAI, which unfortunately eclipsed several interesting new model releases.

OpenAI 94

OpenAI AI AI Neural Network 94

Marktechpost

SEPTEMBER 15, 2023

Recently, Large Language Models (LLMs) have played a crucial role in the field of natural language understanding, showcasing remarkable capabilities in generalizing across a wide range of tasks, including zero-shot and few-shot scenarios. All Credit For This Research Goes To the Researchers on This Project.

Large Language Models 122

Large Language Models LLM OpenAI AI Researcher 122

Marktechpost

JULY 28, 2023

Mentats are humans or robots who are trained to perform complex tasks such as Machine Learning and Data Analysis similar to that of Artificial intelligence. So, researchers suggested retrieving a small portion of the codebase, as it will be useful in incorporating all the codebases in the prompt sent to LLM.

AI Tools 96

AI Tools Robotics Artificial Intelligence Artificial Intelligence 96

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

JULY 3, 2023

With the release of the latest chatbot developed by OpenAI called ChatGPT, the field of AI has taken over the world as ChatGPT, due to its GPT’s transformer architecture, is always in the headlines. Selecting the appropriate model architecture is essential for training an LLM.

Large Language Models 98

Large Language Models Natural Language Processing LLM BERT 98

Marktechpost

AUGUST 26, 2023

LLMs have changed the way language processing (NLP) is thought of, but the issue of their evaluation persists. Old standards eventually become irrelevant, given that LLMs can perform NLU and NLG at human levels (OpenAI, 2023) using linguistic data. All Credit For This Research Goes To the Researchers on This Project.

Large Language Models 98

Large Language Models LLM NLP AI 98

Marktechpost

JULY 24, 2023

and GPT-4 will receive updates, which makes it difficult to integrate these LLMs into broader workflows. The instability can disrupt downstream pipelines if an LLM’s behavior, such as its correctness or formatting in response to a prompt, abruptly changes. are the LLM services being monitored in this study.

Large Language Models 96

Large Language Models LLM BERT Artificial Intelligence 96

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

Marktechpost

JULY 27, 2023

Developed by OpenAI, this chatbot does everything from answering questions precisely, summarizing long paragraphs of textual data, completing code snippets, translating the text into different languages, and so on. All Credit For This Research Goes To the Researchers on This Project.

Large Language Models 98

Large Language Models Neural Network LLM Natural Language Processing 98

Marktechpost

DECEMBER 12, 2023

Consequently, it is advised that products powered by Generative AI implement safeguards to prevent the generation of high-risk content that violates policies, as well as to prevent adversarial inputs and attempts to jailbreak the model. Using the ability of LLM models to obey commands, they can accomplish this with just one model.

Generative AI 101

Generative AI AI Modeling Large Language Models LLM 101

Towards AI

DECEMBER 21, 2023

You will start by learning the essential RAG tool stack, such as loading, indexing, storing, and querying in Langchain and LlamaIndex. We’ll also demystify the two libraries to help you select the right one when working with RAG or other LLM applications. Learn AI Together Community section! It is a paid opportunity.

AI 104

AI AI Machine Learning Data Scientist 104

Towards AI

NOVEMBER 14, 2023

So, we think it is essential to see detailed studies on AI adoption across industries so we can start to plan for both the positive and negative impacts of this technology. Clearly, in some areas, LLM adoption is already significantly impacting employees, both negatively (wage reduction) and positively (productivity and quality improvement).

OpenAI 103

OpenAI AI AI ChatGPT 103

Marktechpost

JUNE 29, 2023

One of the best examples of the trending LLMs is the chatbot developed by OpenAI, called ChatGPT, which imitates humans and has had millions of users since its release. Wanda works well without needing to be retrained or get its weights updated, and the reduced LLM has been applied to inference immediately.

Large Language Models 100

Large Language Models Natural Language Processing Neural Network LLM 100

Towards AI

FEBRUARY 15, 2023

You can rapidly and affordably create a prototype or minimum viable product on the back of prompting or fine-tuning APIs of LLMs like ChatGPT. This week we published a new blog Learn Prompting 101: Prompt Engineering Course & Challenges as a summary of Prompt Engineering and how to talk to LLMs and get the most out of them.

Large Language Models 88

Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 88

ODSC - Open Data Science

AUGUST 7, 2023

This came with rapid innovation due to new technologies, further unlocking the power of AI. Since then, companies like Google, Facebook, and Tesla have been investing heavily in AI research, and they have made significant progress in developing new AI technologies.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence Machine Learning Data Science 52

Flipboard

AUGUST 6, 2023

The tool connects Jupyter with large language models (LLMs) from various providers, including AI21, Anthropic, AWS, Cohere, and OpenAI, supported by LangChain. All Credit For This Research Goes To the Researchers on This Project.

Artificial Intelligence 113

Artificial Intelligence Artificial Intelligence Metadata Large Language Models 113

Marktechpost

JULY 14, 2023

Large Language Models (LLMs) have rapidly gained enormous popularity by their extraordinary capabilities in Natural Language Processing and Natural Language Understanding. The recent model developed by OpenAI, which has been in the headlines, is the well-known ChatGPT. Check out the Paper.

Large Language Models 98

Large Language Models Natural Language Processing LLM Artificial Intelligence 98

Marktechpost

AUGUST 18, 2023

Artificial intelligence (AI) systems have advanced significantly as a result of the introduction of Large Language Models (LLMs). In relation to non-natural languages, specifically ciphers, recent research by a team has introduced several important contributions that advance the understanding and application of LLMs.

Large Language Models 98

Large Language Models LLM Artificial Intelligence Artificial Intelligence 98

TheSequence

JULY 9, 2023

. 📝 Editorial: “The Other” Enterprise Generative AI Platforms When we think about enterprise generative AI platforms, we immediately gravitate towards tech incumbents such as Microsoft, Amazon or Google or extremely well-financed startups such as OpenAI Anthropic or Cohere. The race is certain on!

Generative AI 52

Generative AI LLM AI AI 52

Marktechpost

JUNE 18, 2023

The latest and most incredible advancement in the domain of Artificial Intelligence is the development of Large Language Models (LLMs). The very famous ChatGPT developed by OpenAI, which is based on the GPT 3.5 The authors have used publically accessible models like OpenAI’s GPT-3.5-turbo

Large Language Models 104

Large Language Models AI Tools OpenAI Artificial Intelligence 104

TheSequence

MAY 17, 2023

Your background, current role and how did you get started in machine learning? I studied ancient history, because I liked learning about what stood the test of time and what has stood millennia from the Ancient Greeks, Romans, and Chinese. OpenAI does too. 👤 Quick bio Tell us a bit about yourself.

LLM 52

LLM Machine Learning OpenAI Generative AI 52

Towards AI

JANUARY 24, 2024

At the same time, Meta is shaking things up by moving their AI research group, FAIR, to the same part of the company as the team building generative AI products across Meta’s apps. The tool develops a code-oriented flow applicable to any LLM pre-trained for coding tasks.

Large Language Models 89

Large Language Models LLM AI AI 89