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December 12, 2023

Efficient and Effective Fine-Tuning Using Mixture-of-Experts PEFT

At Scale, we have always believed that building custom LLMs through fine-tuning is key to unlocking greater performance for any given organization’s specific use case. We work with enterprise customers to implement cutting-edge enterprise Generative AI solutions, combining the best large language...

December 6, 2023

We Fine-Tuned GPT-4 to Beat the Industry Standard for Text2SQL

Our machine learning team at Scale has recently fine-tuned GPT-4 to achieve state-of-the-art performance (84% accuracy) for generalized text-to-SQL translation on one of the most popular benchmark datasets, the SpiderDev Set. In this blog post, we will discuss why text2sql is an important use case..

December 5, 2023

Introducing Scale’s Automotive Foundation Model

Autonomous vehicle development requires iterative improvements in perception models through a data engine. These data engines currently rely on a set of task-specific models based around a fixed taxonomy of objects and scenarios to identify. However, there are two critical limitations to existing...

November 15, 2023

Scale AI Announces Partnership with Center for Strategic and International Studies

Scale AI partners with CSIS to leverage LLMs for global challenges and national security. The collaboration focuses on strategic wargaming, decision support, and international relations. Together, they aim to advance insights and solutions for complex issues.

November 8, 2023

SEAL: Scale’s Safety, Evaluations and Alignment Lab

As the leading test and evaluation partner for frontier AI companies, Scale plays an integral role in understanding and safeguarding large language models (LLMs).

November 8, 2023

Scale AI Policy Framework: Key Elements to Ensure American Leadership in AI

Last month marked a watershed moment in AI governance with President Biden's EO, OMB's Memo, G7's Principles, and the Global AI Safety Summit. Scale proudly supports these initiatives shaping US AI governance.

October 24, 2023

Enhancing LLMs with Retrieval Augmented Generation

RAG enhances Generative AI by integrating external data into prompts, enabling context-driven outputs. This blog explores RAG's significance, mechanics, and enhancements for enterprise applications.

October 12, 2023

Why I Joined Scale

For the past 12 years, I've been consumed by the world of data. I've taken every chance to expand my skills, from data warehousing and analytics to cutting-edge software solutions. It's been immensely rewarding to push the boundaries of what's possible with data.

October 4, 2023

Test & Evaluation: The Right Approach for Safe, Secure, and Trustworthy AI

September 12, 2023

Our Commitments to Safe, Secure, and Trustworthy AI

Today, Scale will sign onto the Biden-Harris Administration’s voluntary commitments to ensure that AI is safe, secure, and trustworthy. These commitments are critical to the future of AI.

The future of your industry starts here.