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.,

Data Platform 145

Data Platform Large Language Models Software Development ChatGPT 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.,

Data Platform 141

Data Platform Large Language Models Software Development ChatGPT 141

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 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

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

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

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

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.

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

Machine Learning 52

Machine Learning Large Language Models Data Science 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.

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

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.

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

Conversational AI 52

Conversational AI Data Scientist Natural Language Processing AI 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.

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

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.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 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.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 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.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 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.

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

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

AI Developer 52

AI Developer AI Development LLM Data Scientist 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

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 52

LLM AI AI 52

Snorkel AI

SEPTEMBER 5, 2023

As Snorkel Flow’s customer base and ML product capabilities have scaled, our cloud costs have unsurprisingly increased. major financial institutions) with sophisticated IT departments that have nuanced deployment and data privacy needs, meaning we need to cater to a variety of enterprise requirements with our containerized platform.

ML 72

ML Machine Learning Large Language Models Categorization 72

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.

Data Scientist 52

Data Scientist Artificial Intelligence Artificial Intelligence AI 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.

Data Scientist 52

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

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

Auto-classification 52

Auto-classification Software Engineer Neural Network Machine Learning 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. Scaling human preferences programmatically The team at Snorkel uses our Snorkel Flow AI data development platform to scale preferences programmatically. on the Alpaca-Eval benchmark.

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. Scaling human preferences programmatically The team at Snorkel uses our Snorkel Flow AI data development platform to scale preferences programmatically. on the Alpaca-Eval benchmark.

LLM 52

LLM Data Scientist Large Language Models AI 52