Tech Disruptors

Scale AI and Fine-Tuning LLMs

Oct 19, 2023
Discover how Scale AI became a disruptor in AI by addressing challenges in training models. Learn about tagging data and human expertise in training language models. Explore customer usage and security considerations in enterprise data. Discuss the leverage of proprietary data for fine-tuning LLMs. Find out about testing, evaluation, and limiting factors in model training. Explore advancements in data cleaning and ingestion.
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1
Introduction
00:00 • 3min
2
Training Language Models: Tagging Data and Human Expertise
02:55 • 12min
3
Customer Usage and Security Considerations in Enterprise Data
15:08 • 2min
4
Leveraging Proprietary Data for Fine-Tuning LLMs
17:04 • 2min
5
Testing, Evaluation, and Limiting Factors in Model Training
19:25 • 3min
6
Advancements in Data Cleaning and Ingestion
22:43 • 9min