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

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. Snorkel also has experience working with seven of the top 10 US banks on many use cases, including on chatbots.

Chatbots 64

Chatbots AI AI Machine Learning 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

OCTOBER 23, 2023

With Snorkel Flow, Wayfair built a data-centric AI development workflow to help improve automated catalog tagging across their products. They also partnered with Snorkel to collaborate on a computer vision use case that unlocks rich information from product images. Geometric” pattern mistakenly tagged as “Chevron”).

Automation 64

Automation Computer Vision Machine Learning Data Scientist 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. Snorkel also has experience working with seven of the top 10 US banks on many use cases, including on chatbots.

Chatbots 59

Chatbots AI AI Machine Learning 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

OCTOBER 23, 2023

With Snorkel Flow, Wayfair built a data-centric AI development workflow to help improve automated catalog tagging across their products. They also partnered with Snorkel to collaborate on a computer vision use case that unlocks rich information from product images. Geometric” pattern mistakenly tagged as “Chevron”).

Automation 59

Automation Computer Vision Machine Learning Data Scientist 59

Snorkel AI

JANUARY 9, 2024

We’re thrilled to announce the release of Snorkel Flow 2023.R4, Databricks MLflow Deployment Integration: new streamlined deployment of machine learning models to the Databricks MLflow Model Registry Performance and usability improvements: Snorkel Flow Studio and dataset loads 2x faster. Using Snorkel Flow 2023.R4,

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, Databricks MLflow Deployment Integration: new streamlined deployment of machine learning models to the Databricks MLflow Model Registry Performance and usability improvements: Snorkel Flow Studio and dataset loads 2x faster. Using Snorkel Flow 2023.R4,

Metadata 52

Metadata Machine Learning LLM AI Developer 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. Data-centric AI development with Snorkel Flow One of the most painstaking and time-consuming issues with developing AI applications is the process of curating and labeling unstructured data.

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. Data-centric AI development with Snorkel Flow One of the most painstaking and time-consuming issues with developing AI applications is the process of curating and labeling unstructured data.

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. Snorkel Flow is a data-centric AI development platform that allows users to rapidly create and deploy AI models using a combination of human expertise and machine learning algorithms.

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. Snorkel Flow is a data-centric AI development platform that allows users to rapidly create and deploy AI models using a combination of human expertise and machine learning algorithms.

Conversational AI 52

Conversational AI Data Scientist Natural Language Processing AI 52

Snorkel AI

FEBRUARY 8, 2023

As part of Snorkel AI’s partnership with Snowflake , users can now upload millions of rows of data seamlessly from their Snowflake warehouse into Snorkel Flow via the natively-integrated Snowflake connector. Snorkel solves this bottleneck with Snorkel Flow, a novel data-centric AI platform.

Auto-complete 52

Auto-complete Data Quality Machine Learning Data Science 52

Snorkel AI

FEBRUARY 8, 2023

As part of Snorkel AI’s partnership with Snowflake , users can now upload millions of rows of data seamlessly from their Snowflake warehouse into Snorkel Flow via the natively-integrated Snowflake connector. Snorkel solves this bottleneck with Snorkel Flow, a novel data-centric AI platform.

Auto-complete 52

Auto-complete Data Quality Machine Learning Data Science 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., This new release eases the process of creating new applications in Snorkel Flow and tightens the iteration loop with new tools to sort, edit and understand labeling functions.

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., This new release eases the process of creating new applications in Snorkel Flow and tightens the iteration loop with new tools to sort, edit and understand labeling functions.

Auto-classification 52

Auto-classification Machine Learning Data Platform LLM 52

Snorkel AI

FEBRUARY 2, 2023

We plan for multiple rounds of iteration to improve performance through error analysis, and the Snorkel Flow platform provides tools to enable this kind of iteration within the data-centric AI framework. The Snorkel Flow iteration loop Standard data-labeling approaches cost a lot of time, energy, and money.

Auto-classification 52

Auto-classification Software Engineer Neural Network Machine Learning 52

Snorkel AI

FEBRUARY 2, 2023

We plan for multiple rounds of iteration to improve performance through error analysis, and the Snorkel Flow platform provides tools to enable this kind of iteration within the data-centric AI framework. The Snorkel Flow iteration loop Standard data-labeling approaches cost a lot of time, energy, and money.

Auto-classification 52

Auto-classification Software Engineer Neural Network Machine Learning 52

Snorkel AI

AUGUST 22, 2023

Enter the Wayfair x Snorkel AI computer vision design partnership! Snorkel has helped many Fortune 500 companies build NLP models to solve their bespoke business problems. Snorkel has helped many Fortune 500 companies build NLP models to solve their bespoke business problems.

Computer Vision 52

Computer Vision Machine Learning Data Scientist Generative AI 52

Snorkel AI

AUGUST 22, 2023

Enter the Wayfair x Snorkel AI computer vision design partnership! Snorkel has helped many Fortune 500 companies build NLP models to solve their bespoke business problems. Snorkel has helped many Fortune 500 companies build NLP models to solve their bespoke business problems.

Computer Vision 52

Computer Vision Machine Learning Data Scientist Generative AI 52

Snorkel AI

AUGUST 9, 2023

and Llama 2) and techniques, ultimately showing that a simple DistilBERT model developed with Snorkel Flow outperforms GPT-4 by 34 points out-of-the-box and by 15 points even after advanced prompt engineering. From there, we used Snorkel Flow to help identify and correct the model’s error modes in a data-centric development process.

LLM 52

LLM Prompt Engineer Prompt Engineering Artificial Intelligence 52

Snorkel AI

AUGUST 9, 2023

and Llama 2) and techniques, ultimately showing that a simple DistilBERT model developed with Snorkel Flow outperforms GPT-4 by 34 points out-of-the-box and by 15 points even after advanced prompt engineering. From there, we used Snorkel Flow to help identify and correct the model’s error modes in a data-centric development process.

LLM 52

LLM Prompt Engineer Prompt Engineering Artificial Intelligence 52

Snorkel AI

JANUARY 5, 2023

Last month Snorkel AI highlighted how we’re deepening our partnership with Microsoft Azure AI to help enterprises and government agencies solve their most impactful problems. Check out this demo to see how Snorkel Flow can be used to easily and quickly train Azure Form Recognizer custom models.

AI Developer 52

AI Developer AI Development ML AI 52

Snorkel AI

JUNE 9, 2023

Snorkel AI wrapped the second day of our The Future of Data-Centric AI virtual conference by showcasing how Snorkel’s data-centric platform has enabled customers to succeed, taking a deep look at Snorkel Flow’s capabilities, and announcing two new solutions.

Large Language Models 52

Large Language Models Data Scientist Machine Learning Computer Vision 52

Snorkel AI

JUNE 9, 2023

Snorkel AI wrapped the second day of our The Future of Data-Centric AI virtual conference by showcasing how Snorkel’s data-centric platform has enabled customers to succeed, taking a deep look at Snorkel Flow’s capabilities, and announcing two new solutions.

Large Language Models 52

Large Language Models Data Scientist Machine Learning Computer Vision 52

Snorkel AI

APRIL 11, 2024

Today, I’m incredibly excited to announce our new offering, Snorkel Custom, to help enterprises cross the chasm from flashy chatbot demos to real production AI value. The Snorkel team has spent the last decade pioneering the practice of AI data development and making it programmatic like software development.

LLM 80

LLM Chatbots AI Developer AI Development 80

Snorkel AI

APRIL 11, 2024

Today, I’m incredibly excited to announce our new offering, Snorkel Custom, to help enterprises cross the chasm from flashy chatbot demos to real production AI value. The Snorkel team has spent the last decade pioneering the practice of AI data development and making it programmatic like software development.

LLM 52

LLM Chatbots AI Developer AI Development 52

Snorkel AI

APRIL 27, 2023

Here at Snorkel AI, we devote our time to building and maintaining our machine-learning development platform, Snorkel Flow. Snorkel Flow handles intense machine learning workloads, and we’ve built our infrastructure on a foundation of Kubernetes—which was not designed with machine learning in mind.

Machine Learning 97

Machine Learning ML AI AI 97

Snorkel AI

APRIL 27, 2023

Here at Snorkel AI, we devote our time to building and maintaining our machine-learning development platform, Snorkel Flow. Snorkel Flow handles intense machine learning workloads, and we’ve built our infrastructure on a foundation of Kubernetes—which was not designed with machine learning in mind.

Machine Learning 96

Machine Learning ML AI AI 96

Snorkel AI

JUNE 12, 2023

The Snorkel team’s mission over the last eight-plus years has been to make AI data development first-class and programmatic so that it can look more like an afternoon of software development than months of outsourced manual annotation. Snorkel Flow: For programmatic labeling of predictive AI use cases (e.g.,

Data Platform 145

Data Platform Large Language Models Software Development ChatGPT 145

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. Discover how they leverage their data as a key differentiator in building high-performing production models.

LLM 98

LLM AI Developer AI Development ML 98

Snorkel AI

JUNE 12, 2023

The Snorkel team’s mission over the last eight-plus years has been to make AI data development first-class and programmatic so that it can look more like an afternoon of software development than months of outsourced manual annotation. Snorkel Flow: For programmatic labeling of predictive AI use cases (e.g.,

Data Platform 141

Data Platform Large Language Models Software Development ChatGPT 141

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. We have some cool news to share! LLM leaderboard. to follow general user instructions.

LLM 69

LLM AI AI 69

Snorkel AI

NOVEMBER 16, 2023

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. Snorkel believes that data-centric development is the best way to address these challenges. Snorkel Flow allows you to use any LLM with your data.

LLM 59

LLM Large Language Models ML NLP 59

Snorkel AI

FEBRUARY 9, 2024

Our perspective on this has remained consistent over the last decade, starting with the Snorkel project at Stanford and continuing through our ongoing work on Snorkel Flow , the AI data development platform. The data-centric AI development process in Snorkel Flow involves several steps. Book a demo today.

AI Developer 52

AI Developer AI Development LLM Data Scientist 52

Snorkel AI

FEBRUARY 9, 2024

Our perspective on this has remained consistent over the last decade, starting with the Snorkel project at Stanford and continuing through our ongoing work on Snorkel Flow , the AI data development platform. The data-centric AI development process in Snorkel Flow involves several steps. Book a demo today.

AI Developer 52

AI Developer AI Development LLM Data Scientist 52