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?

Data Platform 145

Data Platform Large Language Models Software Development ChatGPT 145

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

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?

Data Platform 141

Data Platform Large Language Models Software Development ChatGPT 141

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.

Prompt Engineer 64

Prompt Engineer Prompt Engineering Large Language Models OpenAI 64

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.

Prompt Engineer 59

Prompt Engineer Prompt Engineering Large Language Models Data Science 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.

Prompt Engineer 59

Prompt Engineer Prompt Engineering Large Language Models Data Science 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 ML AI AI 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 ML AI AI 96

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.

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

Chatbots 64

Chatbots AI AI 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.

Chatbots 59

Chatbots AI AI Machine Learning 59

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.

LLM 59

LLM Large Language Models ML NLP 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.

LLM 69

LLM 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

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

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

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

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.

LLM 52

LLM Large Language Models ML NLP 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.

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., 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.

Auto-classification 52

Auto-classification Machine Learning Data Platform LLM 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 Developer 52

AI Developer AI Development LLM Data Scientist 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 Developer 52

AI Developer AI Development LLM Data Scientist 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.

LLM 59

LLM Large Language Models Data Scientist AI Modeling 59

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 Generative AI ML Explainability 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 Generative AI ML Explainability 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.

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. 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.

LLM 52

LLM Data Scientist Large Language Models 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

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

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.

LLM 52

LLM Large Language Models Data Scientist AI Modeling 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.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 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.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 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.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 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