Marktechpost

SEPTEMBER 12, 2024

OpenAI has once again pushed the boundaries of AI with the release of OpenAI Strawberry o1 , a large language model (LLM) designed specifically for complex reasoning tasks. OpenAI o1 represents a significant leap in AI’s ability to reason, think critically, and improve performance through reinforcement learning.

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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 24, 2023

Additionally, LLM hallucination is an infamous issue that causes LLMs to generate unreliable content. To tackle the shortcomings of existing models, researchers at Microsoft have released InsightPilot, a system that automates the process of data exploration using LLMs. If you like our work, you will love our newsletter.

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Marktechpost

APRIL 24, 2024

Existing research in Robotic Process Automation (RPA) has focused on rule-based systems like UiPath and Blue Prism, which automate routine tasks such as data entry and customer service. Frameworks like Langchain and HuggingFace’s Transformer Agent further integrate LLMs with external data for adaptive responses.

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Machine Learning AI Researcher AI Research Large Language Models 139

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 97

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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TheSequence

SEPTEMBER 15, 2024

Image Credit: OpenAI Next Week in The Sequence: Edge 431: Our series about space state models(SSMs) continues with an overview of multimodal SSMs. We discuss the Cobra SSM multimodal model and NVIDIA’s TensorRT-LLM framework. The o1 models are specialized in reasoning and planning, areas that have long been of interest to OpenAI.

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Marktechpost

AUGUST 6, 2023

Genoss is an innovative open-source project to provide a drop-in replacement for proprietary OpenAI models like GPT 3.5 Genoss can replace the OpenAI ChatGPT API with a single line of code. The post Imagine Swapping OpenAI with any LLM and all in a Single Line! and 4 through freely available models like GPT4ALL.

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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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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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AI Researcher AI Research Large Language Models LLM 110

Marktechpost

JUNE 13, 2024

For this, top AI firms like OpenAI, Google, and Baidu offer a language model-as-a-service (LMaaS) by granting access to their LLMs through APIs. Application developers provide the LLM service with user input messages and particular instructions in an LMaaS scenario. If you like our work, you will love our newsletter.

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LLM Natural Language Processing Large Language Models NLP 123

Towards AI

AUGUST 10, 2023

However, the meteoric rise of large language models (LLMs) like GPT-3 poses a new challenge for the tech titan. Lacking an equally buzzworthy in-house LLM, AWS risks losing ground to rivals rushing their own models to market. And AWS isn’t sitting idle on the LLM front, either.

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LLM Large Language Models OpenAI BERT 89

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 132

Topbots

DECEMBER 5, 2023

Top 10 AI Research Papers 2023 1. Sparks of AGI by Microsoft Summary In this research paper, a team from Microsoft Research analyzes an early version of OpenAI’s GPT-4, which was still under active development at the time. Where to learn more about this research?

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AI Researcher AI Research Natural Language Processing Neural Network 111

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!

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LLM Data Science Large Language Models OpenAI 52

Unite.AI

SEPTEMBER 18, 2024

Claude 3 represents a significant advancement in LLM technology, offering improved performance across various tasks, enhanced multilingual capabilities, and sophisticated visual interpretation. Its strong benchmark results and versatile applications make it a compelling choice for an LLM. Visit Claude 3 → 2. Visit Llama 3.1 → 4.

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Large Language Models Natural Language Processing OpenAI Artificial Intelligence 300

Topbots

JULY 2, 2024

He pointed out that this vision is the driving force behind Gemini, an AI designed to be multimodal from inception, capable of handling a diverse range of tasks and interactions. We obviously don’t yet have AI personal assistants that meet all the above criteria. Not surprisingly, they come from leading AI tech companies.

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OpenAI AI AI Natural Language Processing 108

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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Python OpenAI LLM Data Extraction 147

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 90

Snorkel AI

MARCH 18, 2024

Snorkel AI researchers work on the cutting edge of AI innovation to help expand the boundaries of AI knowledge. As part of a research-first culture, the Snorkel team has contributed to over 150 academic papers on topics covering LLM data curation, LLM evaluation, model distillation, and more.

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AI Researcher AI Research LLM AI 52

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

Topbots

DECEMBER 5, 2023

Top LLM Research Papers 2023 1. Meta AI released LLaMA 2 models to individuals, creators, researchers, and businesses of all sizes. GPT-4 by OpenAI Summary GPT-4 is a large-scale, multimodal model that accepts image and text inputs and generates text outputs. Sign up for more AI research updates.

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LLM Large Language Models Natural Language Processing Chatbots 106

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.

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LLM ChatGPT Machine Learning AI Tools 75

Unite.AI

OCTOBER 9, 2023

In the ongoing effort to make AI more like humans, OpenAI's GPT models have continually pushed the boundaries. Multimodality in generative AI denotes a model's capability to produce varied outputs like text, images, or audio based on the input. Initially dismissed by an OpenAI, a later study confirmed the issue.

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ChatGPT Large Language Models OpenAI AI 351

Unite.AI

JUNE 21, 2024

Artificial Intelligence (AI) has come a long way from its early days of basic machine learning models to today's advanced AI systems. At the core of this transformation is OpenAI, which attracted attention by developing powerful language models, including ChatGPT, GPT-3.5, and the latest GPT-4o.

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OpenAI Natural Language Processing Large Language Models AI Developer 189

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. State-of-the-art text embeddings are provided, outperforming those by OpenAI.

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NLP LLM Generative AI Large Language Models 94

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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Marktechpost

JANUARY 21, 2024

The rewards for reinforcement learning come naturally from the ground-truth answers, contributing to a more robust and adaptable LLM for enhanced reasoning abilities. Recent research efforts have focused on improving CoT prompt design and data engineering, aiming to make CoT comprehensive and fine-grained for step-by-step reasoning solutions.

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AI Researcher AI Research Algorithm Python 115

Marktechpost

JUNE 5, 2023

To train the model, the researchers utilized data augmentation techniques using OpenAI API calls. 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.

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LLM ChatGPT AI Tools OpenAI 98

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

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 Artificial Intelligence 52

Topbots

AUGUST 31, 2023

With the rush to adopt generative AI to stay competitive, many businesses are overlooking key risks associated with LLM-driven applications. Our analysis is informed by the OWASP Top 10 for LLM vulnerabilities list, which is published and constantly updated by the Open Web Application Security Project (OWASP).

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Large Language Models LLM Chatbots Natural Language Processing 74

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 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".

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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. You can subscribe below! Amazing times.

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Generative AI AI Researcher AI Research Robotics 64

ODSC - Open Data Science

OCTOBER 10, 2024

The Evolving LLM Landscape: 8 Key Trends to Watch By looking at sessions as part of the LLM track at ODSC West, we get a pretty good understanding of where the field is going. Here are 8 trends that show what’s big in LLMs right now, and what to expect next. OpenAI Secures $6.6

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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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