Analytics Vidhya

MARCH 26, 2024

Introduction China’s biggest generative artificial intelligence (AI) developers, including Baidu and Alibaba Group Holding, have rushed to upgrade their chatbots to handle super-long texts of up to 10 million Chinese characters.

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Chatbots Large Language Models Artificial Intelligence Artificial Intelligence 291

Snorkel AI

APRIL 24, 2024

Release Highlights: Flexible data and LLM connectivity Snorkel Flow is the only trusted AI data development platform that can be used to fine-tune LLMs with any type of data from any enterprise source: New LLM integrations for Google’s Gemini model family and Meta’s Llama 3 add to an existing library of native LLM integrations.

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LLM Computer Vision Large Language Models Machine Learning 64

Marktechpost

JANUARY 16, 2024

A large team of Researchers from world-class universities, institutions, and labs have introduced a comprehensive framework, TRUST LLM. The TRUST LLM framework aims to establish a benchmark for evaluating these aspects in mainstream LLMs. The TRUST LLM framework offers a nuanced approach to evaluating large language models.

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LLM Large Language Models Natural Language Processing Artificial Intelligence 106

Snorkel AI

MAY 1, 2024

The alternative: programmatic data development with Snorkel Flow Snorkel takes a data-centric approach to complex document and image classification challenges. Snorkel Flow enables machine learning teams to collaborate with internal experts to develop data operators that perform labeling, filtering, and sampling operations as code functions.

AI Developer 52

AI Developer AI Development Machine Learning AI 52

Snorkel AI

APRIL 24, 2024

Release Highlights: Flexible data and LLM connectivity Snorkel Flow is the only trusted AI data development platform that can be used to fine-tune LLMs with any type of data from any enterprise source: New LLM integrations for Google’s Gemini model family and Meta’s Llama 3 add to an existing library of native LLM integrations.

LLM 52

LLM Computer Vision Large Language Models Machine Learning 52

Snorkel AI

FEBRUARY 9, 2024

In my capacity as a machine learning researcher, I’ve observed a profound paradigm shift in the field of AI development. We are transitioning from a focus on the models and algorithms that underpin AI to a greater emphasis on the data that powers these models. The key to bridging that gap lies in data development.

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AI Developer AI Development LLM Data Scientist 52

Snorkel AI

FEBRUARY 9, 2024

In my capacity as a machine learning researcher, I’ve observed a profound paradigm shift in the field of AI development. We are transitioning from a focus on the models and algorithms that underpin AI to a greater emphasis on the data that powers these models. The key to bridging that gap lies in data development.

AI Developer 52

AI Developer AI Development LLM Data Scientist 52

Marktechpost

MARCH 2, 2024

Vicuna is the LLM for 7/13B versions, while MobileLLaMA is the small language model (SLM) for MobilePALO-1.7B. Don’t Forget to join our Telegram Channel You may also like our FREE AI Courses…. If you like our work, you will love our newsletter.

AI Developer 101

AI Developer AI Development Natural Language Processing AI 101

Flipboard

APRIL 19, 2023

“Vector databases are the natural extension of their (LLMs) capabilities,” Zayarni explained to TechCrunch. Qdrant, an open source vector database startup, wants to help AI developers leverage unstructured data by Paul Sawers originally published on TechCrunch ” Investors have been taking note, too. .

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AI Developer AI Development Large Language Models LLM 123

AI News

APRIL 22, 2024

Collaboration topics with LG Electronics will include integrating AI technologies into home appliances, a move that will boost Microsoft’s competitive edge against rivals like Google and Meta. These meetings are timely, as the global tech landscape sees an increased focus on AI development. billion globally.

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Big Data Large Language Models LLM AI 251

Allen AI

FEBRUARY 1, 2024

The framework features a suite of completely open AI development tools, including: Full pretraining data : The model is built on AI2’s Dolma set which features three trillion token open corpus for language model pretraining, including code that produces the training data.

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LLM Large Language Models AI Researcher AI Research 76

ODSC - Open Data Science

APRIL 6, 2023

In an open letter , over 1,000 technology leaders and researchers are calling to pause AI development citing “ profound risks to society and humanity. ” The letter is calling for an immediate six-month pause of training for AI systems more powerful than GPT-4 by all AI labs.

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AI Developer AI Development Data Science AI 98

Marktechpost

MARCH 17, 2024

Even the most advanced AI models are susceptible to biases, security flaws, and unforeseen outcomes. Meet Vectorview , a cool startup that is standing up for ethical AI development. Many businesses would love to use AI, but they don’t have the right people to weigh the pros and cons.

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AI Researcher AI Research LLM Artificial Intelligence 56

Marktechpost

NOVEMBER 26, 2023

Inflection AI developed a Large Language Model with the best right up there. The need for such advanced models arises from the increasing demand for AI applications that can understand and generate human-like text across various tasks. By doing so, they can significantly impact their models, even on a smaller scale.

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LLM Large Language Models AI Modeling OpenAI 100

Unite.AI

DECEMBER 1, 2023

As we continue to integrate AI more deeply into various sectors, the ability to interpret and understand these models becomes not just a technical necessity but a fundamental requirement for ethical and responsible AI development. Impact of the LLM Black Box Problem 1.

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LLM Machine Learning Explainability Algorithm 264

Marktechpost

APRIL 5, 2024

When creating new text forms and human-like dialogue, LLMs are pushing the envelope of what machines can do. Challenges in LLM evaluation The current approaches to LLM evaluation have many issues. Meet Atla… Meet Atla , a cool AI startup with a mission to change the game regarding LLM evaluation.

Machine Learning 107

Machine Learning Artificial Intelligence Artificial Intelligence LLM 107

AI News

MARCH 1, 2024

Musk, who has long voiced concerns about the risks posed by AI, has called for robust government regulation and responsible AI development. See also: Mistral AI unveils LLM rivalling major players Want to learn more about AI and big data from industry leaders?

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OpenAI Big Data Responsible AI LLM 246

Unite.AI

OCTOBER 18, 2023

Large Language Models (LLMs) are currently one of the most discussed topics in mainstream AI. Developers worldwide are exploring the potential applications of LLMs. Large language models are intricate AI algorithms.

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Large Language Models LLM Auto-complete Automation 290

NVIDIA

MAY 1, 2024

Say It Out Loud ChatRTX uses retrieval-augmented generation , NVIDIA TensorRT-LLM software and NVIDIA RTX acceleration to bring chatbot capabilities to RTX-powered Windows PCs and workstations. The latest version adds support for additional LLMs, including Gemma, the latest open, local LLM trained by Google.

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AI Modeling Neural Network LLM Metadata 115

Unite.AI

JULY 14, 2023

DeepAI offers an art generator and other generative AI tools, could you share some details on the LLM and open source code that is used? DeepAI is a consumer and developer facing platform and our commitment is in providing the best possible experience for them.

Computer Vision 233

Computer Vision LLM Software Engineer AI Developer 233

Snorkel AI

APRIL 11, 2024

Combining our programmatic data development platform, Snorkel Flow, with hands-on support from our team of AI experts, Snorkel Custom engagements start with co-development of custom, use-case specific evaluation benchmarks, and end with a production quality LLM tuned on your unique data, and optimized for your unique use case.

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LLM Chatbots AI Developer AI Development 80

Marktechpost

APRIL 6, 2024

The market seeks a model that balances high performance with cost-effectiveness, a niche not fully met by current providers, including OSS models and companies like Fireworks, Anyscale, or Together AI, especially in complex interactions and parallel processing capabilities. LLM systems can be expensive to maintain.

AI Researcher 107

AI Researcher AI Research Large Language Models LLM 107

Unite.AI

NOVEMBER 13, 2023

As we delve deeper into the specifics of the H200, its technical prowess, and the implications for the AI sector and broader tech community, it's clear that Nvidia is not just responding to the current demands but also shaping the future of AI development.

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Large Language Models AI AI Machine Learning 329

NVIDIA

MARCH 13, 2024

LLMs are widely used in language translation apps such as DeepL , which uses AI and machine learning to provide accurate outputs. Medical researchers are training LLMs on textbooks and other medical data to enhance patient care. Retailers are leveraging LLM-powered chatbots to deliver stellar customer support experiences.

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Large Language Models Chatbots LLM AI 123

Marktechpost

FEBRUARY 21, 2024

rail) that allows users to define the expected structure and types of LLM outputs. The tool utilizes validators to enforce these criteria and takes corrective actions, such as reasking the LLM when validation fails. This enhancement enhances efficiency and provides a dynamic way to interact with the LLM during the generation process.

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Large Language Models Python LLM Artificial Intelligence 107

Marktechpost

NOVEMBER 23, 2023

During Data Science Conference 2023 in Belgrade on Thursday, 23 November, it was announced that Real AI won the ISCRA project. Real AI is chosen to build Europe’s first-ever Human-Centered LLM on the world’s 4th largest AI Computer Cluster ‘LEONARDO’. – Tarry Singh , CEO of Real AI B.V.

Large Language Models 122

Large Language Models LLM AI AI 122

Towards AI

MARCH 5, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. This week has been busy with major AI developments, as is becoming the norm, dominated by new model releases and lawsuits. While Claude 3 is not necessarily a step change in LLM capability, it seems… Read the full blog for free on Medium.

LLM 91

LLM OpenAI AI AI 91

Snorkel AI

APRIL 11, 2024

Combining our programmatic data development platform, Snorkel Flow, with hands-on support from our team of AI experts, Snorkel Custom engagements start with co-development of custom, use-case specific evaluation benchmarks, and end with a production quality LLM tuned on your unique data, and optimized for your unique use case.

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LLM Chatbots AI Developer AI Development 52

AI News

FEBRUARY 22, 2024

[link] — Google Communications (@Google_Comms) February 22, 2024 While acknowledging the need to address diversity in AI-generated content, some argue that Google’s response has been an overcorrection.

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Big Data AI Modeling LLM AI Developer 240

Marktechpost

FEBRUARY 26, 2024

This misalignment highlights the need for effective mechanisms to guide LLM outputs toward desired ethical and practical objectives, posing a significant hurdle in harmonizing machine-generated content with human values and intentions. Navigating this search involves utilizing the A* search algorithm powered by an auto-regressive LLM.

Machine Learning 124

Machine Learning Large Language Models LLM AI 124

Marktechpost

APRIL 1, 2024

Addressing this challenge requires a solution that is scalable, versatile, and accessible to a wide range of users, from individual researchers to large teams working on the state-of-the-art side of AI development. Existing research emphasizes the significance of distributed processing and data quality control for enhancing LLMs.

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Large Language Models ETL Data Ingestion Data Quality 110

Marktechpost

MARCH 5, 2024

matches and occasionally exceeds conventional LLMs’ performance across various tasks. This is achieved with significantly faster processing speeds and lower resource consumption, showcasing the model’s potential to redefine the landscape of LLM development. Comparative studies have shown that BitNet b1.58

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Large Language Models LLM AI Developer AI Development 132

Marktechpost

MAY 6, 2024

With Meta Llama 3 models setting new standards in the field, the transition to Llama 3 signifies a significant turning point in AI development. The core objective is to deliver the most sophisticated and approachable open-source models to encourage creativity and cooperation within the AI community.

Large Language Models 116

Large Language Models Natural Language Processing NLP Responsible AI 116

NVIDIA

SEPTEMBER 18, 2023

It will also be integrated into Anyscale Endpoints, a new service announced today that makes it easy for application developers to cost-effectively embed LLMs in their applications using the most popular open source models. The NVIDIA AI integration can help developers build, train, tune and scale AI with even greater efficiency.

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LLM Generative AI Python Large Language Models 97

Marktechpost

FEBRUARY 29, 2024

The culmination of this research is a striking improvement in LLM reasoning accuracy. This breakthrough signifies an advancement in LLM refinement techniques and the broader context of AI’s problem-solving capabilities. Check out the Paper. All credit for this research goes to the researchers of this project.

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LLM Large Language Models AI AI 117

TheSequence

JUNE 5, 2023

Join us at this live demo, where Snorkel AI co-founder and head of technology, Braden Hancock, will show you how Fortune 500 AI/ML teams utilize Snorkel Flow to unlock the value stored in their data. Can be used to distill LLM knowledge into a smaller, efficient model or to fine-tune an existing foundation model like GPT-3.

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LLM AI Developer AI Development ML 98

Towards AI

FEBRUARY 27, 2024

Last Updated on February 27, 2024 by Editorial Team Author(s): Towards AI Editorial Team Originally published on Towards AI. What happened this week in AI by Louie This week in AI, Gemini’s embarrassing and backfiring attempt to implement DEI (Diversity, Equity, and Inclusion) and counter LLM bias was the center of the debate.

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