ODSC - Open Data Science

MAY 13, 2024

In this episode, John Dickerson, co-founder and Chief Scientist of Arthur AI, joins us for a conversation about the shifting large language model landscape. He’ll discuss emerging alternatives to established giants like OpenAI and Anthropic, and how these new players are impacting the market. Leave a review or share it with a friend!

LLM 52

LLM Large Language Models Data Science OpenAI 52

TheSequence

SEPTEMBER 3, 2023

📝 Editorial: The Other OpenAI Competitor that Just Raised a Lot of Money When we consider standalone OpenAI competitors, our thoughts turn toward companies such as Anthropic or Cohere, which have been securing remarkable venture funding. However, the realm of OpenAI competitors extends beyond these.

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Marktechpost

DECEMBER 12, 2023

LLMCompiler enables parallel execution of function calls through its components: LLM Planner, Task Fetching Unit, and Executor. LLMCompiler is a framework that enables LLMs to perform parallel function calls, enhancing efficiency and accuracy in multi-function tasks. latency speedup, 6.7x cost savings, and 9% accuracy improvement.

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LLM Software Development OpenAI AI Researcher 98

Marktechpost

APRIL 6, 2024

Large Language Models (LLMs) reach their full potential not just through conversation but by integrating with external APIs, enabling functionalities like identity verification, booking, and processing transactions. The main choice lies between OpenAI’s GPT-4, known for high quality but facing latency and cost issues, and GPT-3.5,

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Unite.AI

FEBRUARY 7, 2024

In addition, LLMOps provides techniques to improve the data quality, diversity, and relevance and the data ethics, fairness, and accountability of LLMs. Moreover, LLMOps offers methods to enable the creation and deployment of complex and diverse LLM applications by guiding and enhancing LLM training and evaluation.

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Marktechpost

AUGUST 3, 2023

However, the costs associated with LLM API calls might become significant when the application gains popularity and experiences increased traffic levels. When processing many queries, LLM services may also have lengthy wait periods. An open-source GPTCache program can make LLMs faster by caching their output answers.

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LLM Large Language Models OpenAI ChatGPT 98

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.

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LLM OpenAI AI Researcher AI Research 131

AssemblyAI

NOVEMBER 1, 2023

LeMUR: Build LLM apps on voice data LeMUR  is the easiest way to code applications that apply LLMs to speech. Transcript   Citation Extraction  using OpenAI Embeddings. We discuss the key insights from this recent exciting development in Speech AI research. 

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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.

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LLM Large Language Models OpenAI ChatGPT 98

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.

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AI Tools OpenAI Generative AI Large Language Models 96

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.

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AI Researcher AI Research Large Language Models Machine Learning 52

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".

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Artificial Intelligence Artificial Intelligence Software Development AI 214

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.

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LLM ChatGPT Large Language Models Artificial Intelligence 98

Marktechpost

JULY 16, 2023

It integrates with the Hugging Face’s Transformers, OpenAI API, and Langchain. Also, don’t forget to join our 18k+ ML SubReddit , Discord Channel , and Email Newsletter , where we share the latest AI research news, cool AI projects, and more.

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Large Language Models LLM Artificial Intelligence Artificial Intelligence 97

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. Join the AI conversation and transform your advertising strategy with AI weekly sponsorship This RSS feed is published on [link].

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Natural Language Processing AI AI Artificial Intelligence 199

Marktechpost

AUGUST 19, 2023

They can be generated either implicitly using Chroma’s built-in word embedding model or explicitly using an external model based on OpenAI, PaLM, or Cohere. The post Meet Chroma: An AI-Native Open-Source Vector Database For LLMs: A Faster Way to Build Python or JavaScript LLM Apps with Memory appeared first on MarkTechPost.

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Metadata LLM Python Big Data 97

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.

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LLM Large Language Models OpenAI Python 52

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 222

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.

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Large Language Models AI AI Generative AI 303

AssemblyAI

AUGUST 3, 2023

Much of current AI research aims to design LLMs that seek helpful, truthful, and harmless behavior. Many companies, including OpenAI, Google, and Meta, have incorporated RLHF into their AI models, hoping to provide a more controlled user experience. One way to think about it is the following.

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LLM Chatbots ChatGPT OpenAI 238

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.

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LLM Machine Learning Generative AI Prompt Engineer 72

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.

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Large Language Models LLM OpenAI AI Researcher 128

Marktechpost

MAY 10, 2024

ChatGPT – GPT-4 GPT-4 is the latest LLM of OpenAI, which is more inventive, accurate, and safer than its predecessors. Bing AI Bing AI is powered by the GPT-4 model of OpenAI and can traverse the web to provide accurate answers. Adobe Enhance This AI tool removes background noise from audio recordings.

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AI Tools Generative AI Chatbots AI 123

TheSequence

FEBRUARY 25, 2024

Created Using DALL-E Next Week in The Sequence: Edge 373: Our series about reasoning in LLMs continues with the ReWOO method including a review of its original paper. Edge 374: We deep dive into the things we know about the architecture powering Sora, OpenAI’s fascinating text-to-video model. You can subscribe below!

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LLM Generative AI OpenAI ML 114

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.

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TheSequence

NOVEMBER 23, 2023

I do it because I believe it is a small contribution to raising awareness about new AI research and technology, but also because I am fortunate to have a very engaging, intellectually curious, and technically rigorous audience that ensures we maintain a high standard for this newsletter and makes it really enjoyable. Read more

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LLM OpenAI AI Researcher AI Research 108

TheSequence

SEPTEMBER 13, 2023

Your background, current role and how did you get started in AI? student working on the intersection of AI and systems. I am committed to open-source AI research by developing better models (e.g., I get started in AI from my undergrad research projects. Quick bio Please tell us a bit about yourself.

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Chatbots LLM Large Language Models ChatGPT 64

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.

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LLM Large Language Models ChatGPT Natural Language Processing 52

TheSequence

DECEMBER 31, 2023

Created Using DALL-E Next Week in The Sequence: Edge 357: Our series about LLM reasoning explores chain-of-thought (CoT) prompting including its original paper. Textbooks are All You Need" by Microsoft Research, which helped me understand that small LLMs trained on high-quality data can outperform much larger models.

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Large Language Models LLM AI AI 116

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.

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Large Language Models LLM BERT Artificial Intelligence 98

TheSequence

JULY 16, 2023

The Sequence Chat: A special interview with a top LLM researcher/ Edge 310: We look at how OpenAI uses GPT-4 to interpret neuron functions in other LLMs. Data Agents LlamaIndex introduced Data Agents, a framework for augmenting LLMs with data access capabilities —> Read more. H2OGPT and LLM Studio H2O.ai

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LLM OpenAI Prompt Engineer Prompt Engineering 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.

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Large Language Models LLM NLP AI 98

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

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Marktechpost

DECEMBER 3, 2023

The release and success of ChatGPT have led to an upsurge in LLM-related pursuits, as both academia and industry observed an abundance of new LLMs, frequently originating from startups devoted to this field. All credit for this research goes to the researchers of this project.

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Large Language Models ChatGPT LLM Artificial Intelligence 125

Marktechpost

APRIL 6, 2024

With its distinctive linguistic structure and deep cultural context, Korean has often posed a challenge for conventional English-based LLMs, prompting a shift toward more inclusive and culturally aware AI research and development.

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Large Language Models BERT LLM OpenAI 120

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.

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Large Language Models Neural Network LLM Natural Language Processing 98

Marktechpost

OCTOBER 24, 2023

Instruction fine-tuning is the process of training an LLM on a small curated instruction dataset, which allows the model to achieve high performance on instruction-based tasks. Instruction fine-tuning is, therefore, vital in harnessing the full potential of LLMs, and as such, it becomes essential to improve the outcome of the process.

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