Snorkel AI

MAY 1, 2024

phData Senior ML Engineer Ryan Gooch recently evaluated options to accelerate ML model deployment with Snorkel Flow and AWS SageMaker. This involves developing and tuning a model customized to extract rich insights from invoices using Snorkel’s data development platform and deploying with AWS Sagemaker.

AWS 52

AWS Machine Learning Machine Learning AI 52

Snorkel AI

MAY 1, 2024

In many cases, machine learning (ML) teams tap research-based and industry-proven startups like Snorkel AI to capitalize on cutting-edge techniques and integrate this technology with trusted, mature enterprise platforms to build AI solutions they can operationalize at scale.

AWS 52

AWS AI AI Machine Learning 52

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

JUNE 12, 2023

For every model development step in the modern journey of building AI applications, there is a critical but often underappreciated data development step, where the data that actually informs the model is selected, labeled, cleaned, shaped, and curated. For every traditional “model-centric” step (e.g.,

AI 145

AI AI Algorithm Azure 145

Snorkel AI

JUNE 12, 2023

For every model development step in the modern journey of building AI applications, there is a critical but often underappreciated data development step, where the data that actually informs the model is selected, labeled, cleaned, shaped, and curated. For every traditional “model-centric” step (e.g.,

AI 141

AI AI Algorithm Azure 141

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 59

Machine Learning Machine Learning AI AI 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.

AI 64

AI AI Machine Learning Machine Learning 64

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. Snorkel AI solves this bottleneck with Snorkel Flow, a novel data-centric AI platform. Enter Databricks SQL connection details and credentials.

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. Snorkel AI solves this bottleneck with Snorkel Flow, a novel data-centric AI platform. Enter Databricks SQL connection details and credentials.

SQL 52

SQL Machine Learning Machine Learning ML 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. This efficiency translates to a reduction in labeling time from months to just days, a dramatic improvement.

AI 59

AI AI Machine Learning Machine Learning 59

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. Their platform enables businesses to automate customer interactions and improve the customer experience using natural language processing and machine learning.

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. Their platform enables businesses to automate customer interactions and improve the customer experience using natural language processing and machine learning.

AI 52

AI AI ML ML 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.

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., classification, information extraction) using programmatic labeling, fine-tuning, and distillation. Learn more about the Foundation Model Data Platform here.

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, 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.

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, 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.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

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. The key blocker to enterprise alignment today is labeling and developing preference data.

AI 52

AI AI Computer Science Computer Science 52

Snorkel AI

AUGUST 24, 2023

Data quality is essential for the success of any AI project but banks are often limited in their ability to find or label sufficient data. Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security. Model explainability. Training and distilling models.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

Snorkel AI

AUGUST 24, 2023

Data quality is essential for the success of any AI project but banks are often limited in their ability to find or label sufficient data. Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security. Model explainability. Training and distilling models.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

Snorkel AI

AUGUST 24, 2023

Data quality is essential for the success of any AI project but banks are often limited in their ability to find or label sufficient data. Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security. Model explainability. Training and distilling models.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

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

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

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.

AI 52

AI AI Data Scientist ML 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.

AI 52

AI AI Data Scientist 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

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 52

AI AI 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. If you add an accurately-labeled training point, the model will likely perform better on examples similar to it.

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. If you add an accurately-labeled training point, the model will likely perform better on examples similar to it.

Machine Learning 52

Machine Learning Machine Learning ML ML 52

Snorkel AI

AUGUST 8, 2023

How Snorkel AI builds better AI for email monitoring Snorkel AI offers a data-centric AI platform that helps businesses build and deploy AI applications quickly and efficiently. Snorkel enables increased accuracy, scalability, and security with: Labeling functions and weak supervision. Cross-team collaboration.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

Snorkel AI

AUGUST 8, 2023

How Snorkel AI builds better AI for email monitoring Snorkel AI offers a data-centric AI platform that helps businesses build and deploy AI applications quickly and efficiently. Snorkel enables increased accuracy, scalability, and security with: Labeling functions and weak supervision. Cross-team collaboration.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 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 52

AI AI 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. Some have used it to automate data labeling, freeing up valuable time and resources.

AI 52

AI AI Machine Learning Machine Learning 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. Some have used it to automate data labeling, freeing up valuable time and resources.

AI 52

AI AI Machine Learning Machine Learning 52

Snorkel AI

SEPTEMBER 21, 2023

However, manually labeling and analyzing data at any stage of a clinical trial is time-consuming, labor-intensive, and difficult to scale. For clinical trials, LLMs customized with Snorkel Flow can: Provide an initial source of label signal. Snorkel natively integrates closed-API models such as GPT-3.5

AI 64

AI AI Natural Language Processing Data Scientist 64