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.

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Snorkel AI

APRIL 24, 2024

Foundation models have become the new baseline for tackling problems in enterprise AI development. However, foundation models (FMs) rarely achieve the performance enterprises need for production deployment. This is where the Snorkel Flow AI data development platform comes in.

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Snorkel AI

APRIL 24, 2024

Foundation models have become the new baseline for tackling problems in enterprise AI development. However, foundation models (FMs) rarely achieve the performance enterprises need for production deployment. This is where the Snorkel Flow AI data development platform comes in.

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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. In practice, data-centric operations have become one of the largest blockers to AI value realization.

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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. In practice, data-centric operations have become one of the largest blockers to AI value realization.

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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.

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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.

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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.

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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.

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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, R4 Snorkel Flow release.

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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, R4 Snorkel Flow release.

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Snorkel AI

NOVEMBER 16, 2023

But now those same teams must contend with enterprise LLM challenges. 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.

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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. Register for the next Enterprise LLM Virtual Summit! We have some cool news to share!

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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 work better for their domain and enterprise requirements. Turbo using Snorkel Flow in two ways: A user-friendly interface for accessing and fine-tuning all available models.

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Snorkel AI

NOVEMBER 16, 2023

But now those same teams must contend with enterprise LLM challenges. 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.

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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. You can easily register your first prompt for evaluation in Snorkel Flow. The Snorkel UI provides a simple, no-code interface for training purposes.

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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. You can easily register your first prompt for evaluation in Snorkel Flow. The Snorkel UI provides a simple, no-code interface for training purposes.

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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 work better for their domain and enterprise requirements. Turbo using Snorkel Flow in two ways: A user-friendly interface for accessing and fine-tuning all available models.

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Snorkel AI

APRIL 3, 2024

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. That statement rings especially true in the enterprise. Identifying risks: Evaluations also play a critical role in risk assessment.

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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.

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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.

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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.

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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.

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Snorkel AI

FEBRUARY 9, 2024

In the enterprise context, where complex, domain-specific data is often the norm, this shift is particularly salient. This evolution in our approach, which places data at the forefront, is what we now refer to as data-centric AI development, and it’s particularly important as enterprises move into the next phase of the hype cycle.

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Snorkel AI

FEBRUARY 9, 2024

In the enterprise context, where complex, domain-specific data is often the norm, this shift is particularly salient. This evolution in our approach, which places data at the forefront, is what we now refer to as data-centric AI development, and it’s particularly important as enterprises move into the next phase of the hype cycle.

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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. Our research sought to address this issue and find scalable solutions for enterprise settings. Snorkel originally developed these tools to help enterprises build classification models.

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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. Our research sought to address this issue and find scalable solutions for enterprise settings. Snorkel originally developed these tools to help enterprises build classification models.

AI 52

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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. Register for the next Enterprise LLM Virtual Summit! We have some cool news to share!

AI 52

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Snorkel AI

APRIL 3, 2024

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. That statement rings especially true in the enterprise. Identifying risks: Evaluations also play a critical role in risk assessment.

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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.

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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.

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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.

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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.

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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.

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Snorkel AI

AUGUST 24, 2023

Build better AI-fueled complaint handling with Snorkel AI The Snorkel Flow data-centric AI platform helps businesses create and launch AI applications for their specific needs by enabling them to label data accurately and at scale. Model explainability. Training and distilling models.

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Snorkel AI

AUGUST 24, 2023

Build better AI-fueled complaint handling with Snorkel AI The Snorkel Flow data-centric AI platform helps businesses create and launch AI applications for their specific needs by enabling them to label data accurately and at scale. Model explainability. Training and distilling models.

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Snorkel AI

AUGUST 24, 2023

Build better AI-fueled complaint handling with Snorkel AI The Snorkel Flow data-centric AI platform helps businesses create and launch AI applications for their specific needs by enabling them to label data accurately and at scale. Model explainability. Training and distilling models.

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