Snorkel AI

APRIL 24, 2024

Snorkel AI is excited to announce several new features released in Snorkel Flow, the latest version of our programmatic AI data development platform. The post Discover what’s new in Snorkel Flow: Flexible data and LLM connectivity, secure data controls, and more! appeared first on Snorkel AI.

Azure 52

Azure Machine Learning Machine Learning AI 52

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 Machine Learning Clustering Data Scientist 52

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.

Data Science 59

Data Science Machine Learning Machine Learning AI 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.

Data Science 59

Data Science Machine Learning Machine Learning AI 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.

Machine Learning 64

Machine Learning Machine Learning AI AI 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”).

ML 64

ML ML Machine Learning Machine Learning 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.

AI 64

AI AI Machine Learning 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.

Machine Learning 59

Machine Learning Machine Learning AI AI 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”).

ML 59

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

AI 59

AI AI Machine Learning Machine Learning 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,

Machine Learning 52

Machine Learning Machine Learning AI AI 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,

Machine Learning 52

Machine Learning Machine Learning AI AI 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.

SQL 52

SQL Machine Learning Machine Learning 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.

SQL 52

SQL Machine Learning Machine Learning 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.

AI 52

AI AI ML 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.

AI 52

AI AI ML ML 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.

Database 52

Database Azure AI 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.

Database 52

Database Azure AI AI 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.

Machine Learning 52

Machine Learning Machine Learning AI AI 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.

Machine Learning 52

Machine Learning Machine Learning AI AI 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.

Machine Learning 52

Machine Learning Machine Learning ML ML 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.

Machine Learning 52

Machine Learning Machine Learning ML ML 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.

Azure 52

Azure AI AI ML 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.

Machine Learning 52

Machine Learning Machine Learning Data Preparation Artificial Intelligence 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.

Machine Learning 52

Machine Learning Machine Learning Data Preparation 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.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI 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.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence AI 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.

AI 52

AI AI Data Scientist Machine Learning 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.

AI 52

AI AI Data Scientist Machine Learning 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.

AI 80

AI AI 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.

AI 52

AI AI 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 Machine Learning Clustering ML 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 Machine Learning Clustering ML 96

Snorkel AI

MAY 20, 2024

Snorkel takes a step on the path to enterprise superalignment with new data development workflows for enterprise alignment “Superalignment,” once relegated to science fiction and computer science academia, has dominated the recent AI news cycle. See what Snorkel can do to accelerate your data science and machine learning teams.

AI 52

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

AI 69

AI AI 69

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.,

AI 145

AI AI Algorithm Azure 145

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.

AI 59

AI AI ML ML 59