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 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. It enables users to utilize the latest FM models for immediate, intuitive PDF labeling and analysis, streamlining the extraction of valuable insights from complex documents.

Azure 52

Azure Machine Learning Machine Learning AI 52

Snorkel AI

JUNE 12, 2023

In 2007, Google researchers published a paper on a class of statistical language models they dubbed “large language models”, which they reported as achieving a new state of the art in performance. They used a very standard model and a decoding algorithm so simple they named it “Stupid Backoff” 1. The key differentiator?

AI 145

AI AI Algorithm Azure 145

Snorkel AI

OCTOBER 13, 2023

Fine-tuning pre-trained large language models like OpenAI’s GPT-3.5 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.

Machine Learning 64

Machine Learning Machine Learning AI AI 64

Snorkel AI

JUNE 12, 2023

In 2007, Google researchers published a paper on a class of statistical language models they dubbed “large language models”, which they reported as achieving a new state of the art in performance. They used a very standard model and a decoding algorithm so simple they named it “Stupid Backoff” 1. The key differentiator?

AI 141

AI AI Algorithm Azure 141

Snorkel AI

NOVEMBER 28, 2023

Fine-tuning pre-trained large language models like Meta’s Llama 2 adapts them to specific tasks, ensuring higher quality results and achieving reliable output formatting. 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.

Data Science 59

Data Science Machine Learning Machine Learning AI 59

Snorkel AI

NOVEMBER 28, 2023

Fine-tuning pre-trained large language models like Meta’s Llama 2 adapts them to specific tasks, ensuring higher quality results and achieving reliable output formatting. 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.

Data Science 59

Data Science Machine Learning Machine Learning AI 59

Snorkel AI

OCTOBER 13, 2023

Fine-tuning pre-trained large language models like OpenAI’s GPT-3.5 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.

Machine Learning 59

Machine Learning Machine Learning AI AI 59

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

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

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. accuracy points on these industry-specific use cases.

AI 52

AI AI Computer Science Computer Science 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

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

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

NOVEMBER 16, 2023

in-house to build production deployable models. Between the proliferation of available models and team upskilling, that’s no longer true. 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. Low accuracy.

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

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. Using Snorkel Flow 2023.R4, To prevent this, 2023.R4 As of the 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, 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. Using Snorkel Flow 2023.R4, To prevent this, 2023.R4 As of the 2023.R4

Machine Learning 52

Machine Learning Machine Learning AI AI 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.

AI 59

AI AI Machine Learning Machine Learning 59

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

NOVEMBER 16, 2023

in-house to build production deployable models. Between the proliferation of available models and team upskilling, that’s no longer true. 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. Low accuracy.

AI 52

AI AI ML ML 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. This approach is particularly crucial for large-scale models with billions of parameters, where data effectively becomes their programming interface.

AI 52

AI AI Machine Learning Machine Learning 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. This approach is particularly crucial for large-scale models with billions of parameters, where data effectively becomes their programming interface.

AI 52

AI AI Machine Learning Machine Learning 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

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

APRIL 3, 2024

Foundation models, large language models, and generative AI have exploded in importance in recent years. Concurrently, researchers in academia and here at Snorkel AI increasingly understand that data scientists must enforce evaluation methods to make these powerful tools valuable in any setting.

Data Scientist 59

Data Scientist AI AI Data Science 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 52

AI AI 52

Snorkel AI

MARCH 27, 2024

In just a few weeks, Snorkel is excited to join Google in sunny Las Vegas for Google Cloud Next (April 9-11). At Google Cloud Next, you’ll have the opportunity to hear directly from Snorkel, Google, and AI innovators like Wayfair and Wells Fargo about how you can move AI prototypes into production by programmatically developing your data.

Machine Learning 52

Machine Learning Machine Learning AI AI 52

Snorkel AI

MARCH 27, 2024

In just a few weeks, Snorkel is excited to join Google in sunny Las Vegas for Google Cloud Next (April 9-11). At Google Cloud Next, you’ll have the opportunity to hear directly from Snorkel, Google, and AI innovators like Wayfair and Wells Fargo about how you can move AI prototypes into production by programmatically developing your data.

Machine Learning 52

Machine Learning Machine Learning AI 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. Reward modeling and DPO both require data that reflect human preferences.

AI 52

AI AI Data Scientist Data Science 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. Reward modeling and DPO both require data that reflect human preferences.

AI 52

AI AI Data Scientist Data Science 52

Snorkel AI

AUGUST 24, 2023

Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security. Cross-team collaboration in the platform allows experts from across the organization to encode their domain expertise into labeling functions. Model explainability. Training and distilling models.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

Snorkel AI

AUGUST 24, 2023

Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security. Cross-team collaboration in the platform allows experts from across the organization to encode their domain expertise into labeling functions. Model explainability. Training and distilling models.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52

Snorkel AI

AUGUST 24, 2023

Banks cannot send their sensitive customer data to crowd labelers or to third-party models without compromising security. Cross-team collaboration in the platform allows experts from across the organization to encode their domain expertise into labeling functions. Model explainability. Training and distilling models.

AI 52

AI AI Artificial Intelligence Artificial Intelligence 52