Snorkel AI

JUNE 12, 2023

They trained it on 100x the amount of data. Better data almost always has a greater impact than fancier models or algorithms in AI—and yet, data development has always been undersupported by AI formalisms and technology. In practice, data-centric operations have become one of the largest blockers to AI value realization.

Data Platform 145

Data Platform Large Language Models Software Development ChatGPT 145

Snorkel AI

JUNE 12, 2023

They trained it on 100x the amount of data. Better data almost always has a greater impact than fancier models or algorithms in AI—and yet, data development has always been undersupported by AI formalisms and technology. In practice, data-centric operations have become one of the largest blockers to AI value realization.

Data Platform 141

Data Platform Large Language Models Software Development ChatGPT 141

TheSequence

JUNE 5, 2023

Even with the rapid advancements to AI made possible by LLMs and Foundation Models, data remains the key to unlocking real value for enterprise AI. Discover how they leverage their data as a key differentiator in building high-performing production models. Enables utilizing existing resources (noisy labels, models, ontologies, etc.),

LLM 98

LLM AI Developer AI Development ML 98

Snorkel AI

JANUARY 9, 2024

Snorkel AI is thrilled to announce our partnership with Databricks and seamless end-to-end integration across the Databricks Data Intelligence Platform. The synergy between Snorkel and Databricks enables data scientists to navigate their entire machine learning pipeline—from data access to model deployment—all within Snorkel Flow.

Machine Learning 52

Machine Learning Large Language Models LLM Data Scientist 52

Snorkel AI

OCTOBER 23, 2023

However, supplier-provided tags can be incomplete and inconsistent, and manually labeling products is time-intensive and difficult to scale. With Snorkel Flow, Wayfair built a data-centric AI development workflow to help improve automated catalog tagging across their products. blue” “outdoor” and “pillow”).

Automation 64

Automation Computer Vision Machine Learning Data Scientist 64

Snorkel AI

OCTOBER 13, 2023

The Snorkel Flow data development platform makes it easy for users to do so, making large language models like GPT-3.5 Turbo using Snorkel Flow in two ways: A user-friendly interface for accessing and fine-tuning all available models. Snorkel Flow includes access to all OpenAI models.

Prompt Engineer 64

Prompt Engineer Prompt Engineering Large Language Models OpenAI 64

Snorkel AI

DECEMBER 12, 2023

Co-founder Sean Earley recently investigated how financial institutions could use Google Dialogflow with Snorkel Flow to build better chatbots for retail banking. This is where Snorkel AI comes in. This efficiency translates to a reduction in labeling time from months to just days, a dramatic improvement.

Chatbots 64

Chatbots AI AI Machine Learning 64

Snorkel AI

NOVEMBER 28, 2023

The Snorkel Flow data development platform makes it easy for users to do so, making LLMs like Llama 2 work better for their domain and enterprise requirements. In this guide, we will explore how to fine-tune Llama 2 using Snorkel Flow in two ways: A user-friendly interface for accessing and fine-tuning all available models.

Prompt Engineer 59

Prompt Engineer Prompt Engineering Large Language Models Data Science 59

Snorkel AI

NOVEMBER 28, 2023

The Snorkel Flow data development platform makes it easy for users to do so, making LLMs like Llama 2 work better for their domain and enterprise requirements. In this guide, we will explore how to fine-tune Llama 2 using Snorkel Flow in two ways: A user-friendly interface for accessing and fine-tuning all available models.

Prompt Engineer 59

Prompt Engineer Prompt Engineering Large Language Models Data Science 59

Snorkel AI

OCTOBER 23, 2023

However, supplier-provided tags can be incomplete and inconsistent, and manually labeling products is time-intensive and difficult to scale. With Snorkel Flow, Wayfair built a data-centric AI development workflow to help improve automated catalog tagging across their products. blue” “outdoor” and “pillow”).

Automation 59

Automation Computer Vision Machine Learning Data Scientist 59

Snorkel AI

OCTOBER 13, 2023

The Snorkel Flow data development platform makes it easy for users to do so, making large language models like GPT-3.5 Turbo using Snorkel Flow in two ways: A user-friendly interface for accessing and fine-tuning all available models. Snorkel Flow includes access to all OpenAI models.

Prompt Engineer 59

Prompt Engineer Prompt Engineering Large Language Models OpenAI 59

Snorkel AI

DECEMBER 12, 2023

Co-founder Sean Earley recently investigated how financial institutions could use Google Dialogflow with Snorkel Flow to build better chatbots for retail banking. This is where Snorkel AI comes in. This efficiency translates to a reduction in labeling time from months to just days, a dramatic improvement.

Chatbots 59

Chatbots AI AI Machine Learning 59

Snorkel AI

JANUARY 9, 2024

We’re thrilled to announce the release of Snorkel Flow 2023.R4, R4, a continuation of our commitment to creating a robust AI data development platform that empowers enterprises to accelerate custom AI data breakthroughs by 100x. Advanced PDF Annotation: Simplifies labeling and boosts efficiency for large documents.

Metadata 52

Metadata Machine Learning LLM AI Developer 52

Snorkel AI

JANUARY 9, 2024

We’re thrilled to announce the release of Snorkel Flow 2023.R4, R4, a continuation of our commitment to creating a robust AI data development platform that empowers enterprises to accelerate custom AI data breakthroughs by 100x. Advanced PDF Annotation: Simplifies labeling and boosts efficiency for large documents.

Metadata 52

Metadata Machine Learning LLM AI Developer 52

Snorkel AI

JANUARY 24, 2024

Snorkel AI ranked 2nd, behind only GPT-4 Turbo, in our recent submission to AlpacaEval 2.0 This result was achieved with only an open-source 7B parameter model, thanks to Snorkel AI’s state-of-the-art methods for LLM customization. Register for Enterprise LLM Summit: Building GenAI with Your Data summit here.

LLM 69

LLM AI AI 69

Snorkel AI

JULY 14, 2023

We are thrilled to announce the latest edition of Snorkel Flow, our platform to rapidly build, manage, and deploy predictive AI applications (e.g., classification, information extraction) using programmatic labeling, fine-tuning, and distillation. Learn more about the Foundation Model Data Platform here.

Auto-classification 52

Auto-classification Machine Learning Data Platform LLM 52

Snorkel AI

JULY 14, 2023

We are thrilled to announce the latest edition of Snorkel Flow, our platform to rapidly build, manage, and deploy predictive AI applications (e.g., classification, information extraction) using programmatic labeling, fine-tuning, and distillation. Learn more about the Foundation Model Data Platform here.

Auto-classification 52

Auto-classification Machine Learning Data Platform LLM 52

Snorkel AI

NOVEMBER 16, 2023

Data science teams have made incredible progress in AI in recent years. This summer, I gave a presentation titled “Leveraging Foundation Models and LLMs for Enterprise-Grade NLP” at Snorkel AI’s Future of Data-Centric AI virtual conference. Off-the-shelf LLMs are trained on generalized data.

LLM 59

LLM Large Language Models ML NLP 59

Snorkel AI

JUNE 2, 2023

Databricks customers can now access millions of rows of data seamlessly within the Snorkel Flow platform thanks to a new Databricks connector. We’re excited to announce this new connector in conjunction with our upcoming The Future of Data-Centric AI virtual event. Enter Databricks SQL connection details and credentials.

Machine Learning 52

Machine Learning Large Language Models Data Science ML 52

Snorkel AI

JUNE 2, 2023

Databricks customers can now access millions of rows of data seamlessly within the Snorkel Flow platform thanks to a new Databricks connector. We’re excited to announce this new connector in conjunction with our upcoming The Future of Data-Centric AI virtual event. Enter Databricks SQL connection details and credentials.

Machine Learning 52

Machine Learning Large Language Models Data Science ML 52

Snorkel AI

APRIL 19, 2023

Uniphore , a conversational AI and automation leader, has chosen Snorkel’s data-centric AI platform to scale data labeling and acclerate ML model development. By leveraging Snorkel Flow, Uniphore strives to accelerate its AI development cycle, reduce costs, and improve the accuracy of its conversational AI solutions.

Conversational AI 52

Conversational AI Data Scientist Natural Language Processing AI 52

Snorkel AI

APRIL 19, 2023

Uniphore , a conversational AI and automation leader, has chosen Snorkel’s data-centric AI platform to scale data labeling and acclerate ML model development. By leveraging Snorkel Flow, Uniphore strives to accelerate its AI development cycle, reduce costs, and improve the accuracy of its conversational AI solutions.

Conversational AI 52

Conversational AI Data Scientist Natural Language Processing AI 52

Snorkel AI

AUGUST 24, 2023

By unlocking the rich context hiding in unstructured data such as call transcripts, chat logs, and customer surveys, AI tools can help banks enhance complaint responses through: Chatbots that answer customer questions about complaints and provide initial support. Natural language processing to extract key information quickly.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

By unlocking the rich context hiding in unstructured data such as call transcripts, chat logs, and customer surveys, AI tools can help banks enhance complaint responses through: Chatbots that answer customer questions about complaints and provide initial support. Natural language processing to extract key information quickly.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

By unlocking the rich context hiding in unstructured data such as call transcripts, chat logs, and customer surveys, AI tools can help banks enhance complaint responses through: Chatbots that answer customer questions about complaints and provide initial support. Natural language processing to extract key information quickly.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

FEBRUARY 9, 2024

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. In the enterprise context, where complex, domain-specific data is often the norm, this shift is particularly salient. The key to bridging that gap lies in data development.

AI Developer 52

AI Developer AI Development LLM Data Scientist 52

Snorkel AI

FEBRUARY 9, 2024

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. In the enterprise context, where complex, domain-specific data is often the norm, this shift is particularly salient. The key to bridging that gap lies in data development.

AI Developer 52

AI Developer AI Development LLM Data Scientist 52

Snorkel AI

NOVEMBER 16, 2023

Data science teams have made incredible progress in AI in recent years. This summer, I gave a presentation titled “Leveraging Foundation Models and LLMs for Enterprise-Grade NLP” at Snorkel AI’s Future of Data-Centric AI virtual conference. Off-the-shelf LLMs are trained on generalized data.

LLM 52

LLM Large Language Models ML NLP 52

Snorkel AI

MARCH 14, 2023

Snorkel AI and Google Cloud have partnered to help organizations successfully transform raw, unstructured data into actionable AI-powered systems. Snorkel Flow easily deploys on Google Cloud infrastructure, ingests data from Google Cloud data sources, and integrates with Google Cloud’s AI and Data Cloud services.

Data Scientist 52

Data Scientist Data Drift AI AI 52

Snorkel AI

MARCH 14, 2023

Snorkel AI and Google Cloud have partnered to help organizations successfully transform raw, unstructured data into actionable AI-powered systems. Snorkel Flow easily deploys on Google Cloud infrastructure, ingests data from Google Cloud data sources, and integrates with Google Cloud’s AI and Data Cloud services.

Data Scientist 52

Data Scientist Data Drift AI AI 52

Snorkel AI

OCTOBER 31, 2023

Their remarkable ability to perform competently even on tasks they’re not directly trained for has excited data scientists and corporate leaders alike. In two case studies, I show: How one approach reduced data requirements by up to 78.5%. Labeling data by hand demands a lot of time and focus.

Data Scientist 72

Data Scientist Large Language Models LLM Machine Learning 72

Snorkel AI

JANUARY 24, 2024

Snorkel AI ranked 2nd, behind only GPT-4 Turbo, in our recent submission to AlpacaEval 2.0 This result was achieved with only an open-source 7B parameter model, thanks to Snorkel AI’s state-of-the-art methods for LLM customization. Register for Enterprise LLM Summit: Building GenAI with Your Data summit here.

LLM 52

LLM AI AI 52

Snorkel AI

SEPTEMBER 21, 2023

The medical industry is exploding with data. The increasing universality of electronic health records (EHRs) , the maturity of genomic data science, and the growing popularity of wearable devices and health apps have created an enormous influx of data for both practitioners and researchers.

BERT 64

BERT Data Scientist AI AI 64

Snorkel AI

JANUARY 31, 2024

My colleagues and I at Snorkel AI recently worked with several large enterprises to help improve their generative AI applications. There are many axes where we can improve a language model, including RAG, data curation, or fine-tuning. Data scientists supply users with a prompt-response pair. This is shown in our Alpaca Eval 2.0

LLM 52

LLM Data Scientist Large Language Models AI 52

Snorkel AI

JANUARY 31, 2024

My colleagues and I at Snorkel AI recently worked with several large enterprises to help improve their generative AI applications. There are many axes where we can improve a language model, including RAG, data curation, or fine-tuning. Data scientists supply users with a prompt-response pair. This is shown in our Alpaca Eval 2.0

LLM 52

LLM Data Scientist Large Language Models AI 52

Snorkel AI

FEBRUARY 2, 2023

Snorkel AI is teaming up with Google Cloud to help organizations and AI innovators solve their most difficult problems by transforming raw, unstructured data into actionable AI-powered models. Learn More Follow Snorkel AI on LinkedIn , Twitter , and YouTube to be the first to see new posts and videos!

AI 52

AI AI Data Scientist AI Developer 52

Snorkel AI

FEBRUARY 2, 2023

Snorkel AI is teaming up with Google Cloud to help organizations and AI innovators solve their most difficult problems by transforming raw, unstructured data into actionable AI-powered models. Learn More Follow Snorkel AI on LinkedIn , Twitter , and YouTube to be the first to see new posts and videos!

AI 52

AI AI Data Scientist AI Developer 52