Unite.AI

DECEMBER 20, 2024

As the demand for generative AI grows, so does the hunger for high-quality data to train these systems. Scholarly publishers have started to monetize their research content to provide training data for large language models (LLMs). AI developers need to take responsibility for the data they use.

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Towards AI

OCTOBER 31, 2024

If you are excited to dive into applied AI, want a study partner, or even want to find a partner for your passion project, join the collaboration channel! Golden_leaves68731 is a senior AI developer looking for a non-technical co-founder to join their venture. If this sounds like you, reach out in the thread!

LLM 116

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Snorkel AI

DECEMBER 2, 2024

Large language models (LLMs) fine-tuned on proprietary data have become a competitive differentiator for enterprises. Snorkel Flow: the AI data development platform Snorkel Flow accelerates AI development by focusing on data development.

Data Ingestion 52

Data Ingestion Large Language Models LLM Machine Learning 52

Towards AI

APRIL 2, 2024

However, the AI community has also been making a lot of progress in developing capable, smaller, and cheaper models. This can come from algorithmic improvements and more focus on pretraining data quality, such as the new open-source DBRX model from Databricks. Why should you care?

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OpenAI LLM Explainable AI AI 103

Snorkel AI

DECEMBER 2, 2024

Large language models (LLMs) fine-tuned on proprietary data have become a competitive differentiator for enterprises. Snorkel Flow: the AI data development platform Snorkel Flow accelerates AI development by focusing on data development.

Data Ingestion 52

Data Ingestion Large Language Models LLM Machine Learning 52

Snorkel AI

JANUARY 9, 2024

Snorkel offers a full suite of third-party data connectors, making data stored in popular cloud repositories like Databricks quickly and easily accessible for data-centric AI development with Snorkel Flow.

Machine Learning 52

Machine Learning Large Language Models Data Scientist Data Quality 52

Snorkel AI

JANUARY 9, 2024

Snorkel offers a full suite of third-party data connectors, making data stored in popular cloud repositories like Databricks quickly and easily accessible for data-centric AI development with Snorkel Flow.

Machine Learning 52

Machine Learning Large Language Models LLM Data Scientist 52

Marktechpost

OCTOBER 8, 2024

Large language models (LLMs) have revolutionized natural language processing and artificial intelligence, enabling a variety of downstream tasks. However, most advanced models focus predominantly on English and a limited set of high-resource languages, leaving many European languages underrepresented.

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Natural Language Processing Large Language Models Artificial Intelligence Artificial Intelligence 64

ODSC - Open Data Science

OCTOBER 2, 2024

Dive into the real-world applications of Generative AI, from hyper-accurate demand forecasting to dynamic logistics optimization and proactive risk mitigation, and explore how this cutting-edge technology is slashing costs, boosting revenues, and enhancing agility for businesses across industries with concrete code examples.

Data Scientist 52

Data Scientist Large Language Models Machine Learning LLM 52

Snorkel AI

OCTOBER 4, 2023

Some may choose to experiment with non-traditional data sources like digital footprints or recurring streaming payments to predict repayment behavior. How foundation models jumpstart AI development Foundation models (FMs) represent a massive leap forward in AI development.

Data Scientist 64

Data Scientist AI AI Neural Network 64

Snorkel AI

JUNE 2, 2023

Weeks later, on June 29, Snorkel AI Founding Engineer and Product Director Vincent Chen will present at “ Building AI-Powered Products with Foundation Models ” at the Databricks Data + AI Summit. Snorkel AI solves this bottleneck with Snorkel Flow, a novel data-centric AI platform.

Machine Learning 52

Machine Learning Large Language Models Data Science ML 52

Snorkel AI

JUNE 2, 2023

Weeks later, on June 29, Snorkel AI Founding Engineer and Product Director Vincent Chen will present at “ Building AI-Powered Products with Foundation Models ” at the Databricks Data + AI Summit. Snorkel AI solves this bottleneck with Snorkel Flow, a novel data-centric AI platform.

Machine Learning 52

Machine Learning Large Language Models Data Science ML 52

Snorkel AI

AUGUST 24, 2023

Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. Natural language processing to extract key information quickly. However, banks may encounter roadblocks when integrating AI into their complaint-handling process.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. Natural language processing to extract key information quickly. However, banks may encounter roadblocks when integrating AI into their complaint-handling process.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. Natural language processing to extract key information quickly. However, banks may encounter roadblocks when integrating AI into their complaint-handling process.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

Machine learning to identify emerging patterns in complaint data and solve widespread issues faster. Natural language processing to extract key information quickly. However, banks may encounter roadblocks when integrating AI into their complaint-handling process.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

OCTOBER 4, 2023

Some may choose to experiment with non-traditional data sources like digital footprints or recurring streaming payments to predict repayment behavior. How foundation models jumpstart AI development Foundation models (FMs) represent a massive leap forward in AI development.

Data Scientist 59

Data Scientist AI AI Neural Network 59

NVIDIA

JULY 13, 2023

Generative AI — the ability of algorithms to create new text, images, sounds, animations, 3D models and even computer code — is moving at warp speed, transforming the way people work and play. Financial Transformers , or “FinFormers,” can learn context and understand the meaning of unstructured financial data.

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Generative AI AI AI Natural Language Processing 98

ODSC - Open Data Science

SEPTEMBER 27, 2024

Open Data Science AI News Blog Recap DOD Urged to Accelerate AI Adoption Amid Rising Global Threats ( Source ) Anthropic Eyes $40 Billion Valuation in New Funding Round ( Source ) Meta to Launch AI Celebrity Voices from Judi Dench, John Cena, and Other Celebrities ( Source ) Celebrities Fall Victim to ‘Goodbye Meta AI’ Hoax as Fake Privacy Message (..)

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Artificial Intelligence Artificial Intelligence Data Science AI 40

AWS Machine Learning Blog

NOVEMBER 15, 2024

The rapid advancement of generative AI promises transformative innovation, yet it also presents significant challenges. Concerns about legal implications, accuracy of AI-generated outputs, data privacy, and broader societal impacts have underscored the importance of responsible AI development.

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Responsible AI Prompt Engineer Prompt Engineering AI 120

Snorkel AI

OCTOBER 4, 2023

Some may choose to experiment with non-traditional data sources like digital footprints or recurring streaming payments to predict repayment behavior. How foundation models jumpstart AI development Foundation models (FMs) represent a massive leap forward in AI development.

Data Scientist 52

Data Scientist AI AI Neural Network 52

Bugra Akyildiz

AUGUST 3, 2024

model size and data volume are significantly different as well as various strategies for data sampling. Articles Meta has announced the release of Llama 3.1 , latest and most capable open-source large language model (LLM) collection to date. Advantages: Privacy : Operates locally, ensuring no data leaks.

Neural Network 52

Neural Network Prompt Engineer Prompt Engineering Large Language Models 52

O'Reilly Media

NOVEMBER 28, 2023

People with AI skills have always been hard to find and are often expensive. While experienced AI developers are starting to leave powerhouses like Google, OpenAI, Meta, and Microsoft, not enough are leaving to meet demand—and most of them will probably gravitate to startups rather than adding to the AI talent within established companies.

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Generative AI AI AI Data Analysis 111

AWS Machine Learning Blog

NOVEMBER 7, 2024

Generative AI application components This group contains components linked to the unique requirements of generative AI applications. Prompt catalog – Crafting effective prompts is important for guiding large language models (LLMs) to generate the desired outputs. They’re illustrated in the following figure.

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Generative AI AI AI Responsible AI 122

Snorkel AI

MARCH 14, 2023

Users are able to rapidly improve training data quality and model performance using integrated error analysis and model-guided feedback to develop highly accurate and adaptable AI applications. Schedule a custom demo tailored to your use case with our ML experts today.

Data Scientist 52

Data Scientist Data Drift AI AI 52

Snorkel AI

MARCH 14, 2023

Users are able to rapidly improve training data quality and model performance using integrated error analysis and model-guided feedback to develop highly accurate and adaptable AI applications. Schedule a custom demo tailored to your use case with our ML experts today.

Data Scientist 52

Data Scientist Data Drift AI AI 52

TheSequence

OCTOBER 23, 2023

In this guest post, Sergei Tilga, R&D Lead at Toloka AI, offers practical insights on the power of combining Large Language Models (LLMs) and human annotators in data labeling projects to optimize for quality while also reducing costs. Toloka can help you in every stage of the AI development process.

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LLM Large Language Models Automation Data Quality 59

Snorkel AI

FEBRUARY 27, 2023

But I want to at least give our perspective on what motivated us back in 2015 to start talking about this and to start studying it back at Stanford, where the Snorkel team started: this idea of a shift from model-centric to data-centric AI development. We’ve been doing a lot of work on it at the company.

Machine Learning 52

Machine Learning AI AI Large Language Models 52

Snorkel AI

FEBRUARY 27, 2023

But I want to at least give our perspective on what motivated us back in 2015 to start talking about this and to start studying it back at Stanford, where the Snorkel team started: this idea of a shift from model-centric to data-centric AI development. We’ve been doing a lot of work on it at the company.

Machine Learning 52

Machine Learning AI AI Large Language Models 52

Topbots

DECEMBER 19, 2023

The NeurIPS 2023 conference, held in the vibrant city of New Orleans from December 10th to 16th, had a particular emphasis on generative AI and large language models (LLMs). One of the core themes of this year’s conference was the quest for more efficient AI systems.

Computer Vision 52

Computer Vision Natural Language Processing AI Researcher AI Research 52

John Snow Labs

OCTOBER 19, 2023

One reason for this bias is the data used to train these models, which often reflects historical gender inequalities present in the text corpus. To address gender bias in AI, it’s crucial to improve the data quality by including diverse perspectives and avoiding the perpetuation of stereotypes.

NLP 52

NLP Natural Language Processing AI AI 52

Topbots

SEPTEMBER 11, 2023

While each of them offers exciting perspectives for research, a real-life product needs to combine the data, the model, and the human-machine interaction into a coherent system. AI development is a highly collaborative enterprise. Don’t rush AI implementations driven by hype and without market-side validation.

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UX Design AI AI Automation 59

AWS Machine Learning Blog

JANUARY 26, 2024

Generative artificial intelligence (AI) applications built around large language models (LLMs) have demonstrated the potential to create and accelerate economic value for businesses.

Generative AI 140

Generative AI LLM ML AI 140

Unite.AI

SEPTEMBER 4, 2023

Large Language Models (LLMs) capable of complex reasoning tasks have shown promise in specialized domains like programming and creative writing. Developed by Meta with its partnership with Microsoft, this open-source large language model aims to redefine the realms of generative AI and natural language understanding.

ChatGPT 290

ChatGPT Auto-complete Large Language Models LLM 290

Marktechpost

APRIL 4, 2024

It includes database context such as table and view create statements, natural language explanations of the SQL queries, and contextual tags to optimize model training. The Significance of Text-to-SQL In today’s data-centric world, the ability to swiftly and accurately extract insights from databases is crucial.

Artificial Intelligence 115

Artificial Intelligence Artificial Intelligence AI Modeling Data Scarcity 115

Marktechpost

SEPTEMBER 8, 2024

marks an interesting development in LG AI Research ‘s development of large language models, reflecting substantial technical advancements and efficiency improvements. launched in 2021, laid the groundwork for LG’s ambitious AI goals, but it was in EXAONE 2.0 The journey from EXAONE 1.0

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AI Research AI Researcher Large Language Models LLM 119

ODSC - Open Data Science

OCTOBER 3, 2024

You’ll also discuss the CARTE model, which shows how pretrained models can bring value to downstream table analytics without manually transforming these tables to please the model. In order to improve the model with human feedback, RLHF is a widely used method. Do Large Language Models Have a Duty to Tell the Truth?

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Large Language Models Machine Learning Data Scientist LLM 40