Insights

How much do you know about Large Language Models (LLMs), the tech behind AI-powered assistants? We give you the basics on both open source and closed source LLMs.

Joint customers use MongoDB & Arcee AI to take data from JSON files to world-class custom language models in just a few clicks.

So you want to train a custom language model, and you do have the requisite large set of text data. But how do you know that the data is *really actually ready* for model training? Our researchers here at Arcee AI tell you what to look out for.

Here at Arcee AI, we're the pioneers of training performant and efficient LLMs with Model Merging... And now we bring you *yet another* cutting-edge technique that also dramatically optimizes your training and improves your models.

Arcee's research shows that the Standard Continual Pre-Training (CPT) approach performs better than QLORA-based CPT.