Arcee Blog

Market Intelligence
August 20, 2024

How to Choose Between Open Source and Closed Source LLMs: A 2024 Guide

Companies are becoming increasingly aware of the potential business value of open source large language models, which are quickly approaching the performance of their closed source counterparts.

Product
August 14, 2024

Arcee Swarm: Unlocking AI Expertise Through Specialization

Get ready for a game-changer when it comes to AI for complex problem-solving & decision making, with Arcee AI's Mixture of Agents architecture release: Arcee Swarm. Rather than relying on one LLM to handle all tasks, Arcee Swarm routes your query to a collection of smaller expert models.

News
August 13, 2024

After The Big AI Correction, Private Enterprise AI May Blossom

After questions of AI ROI have emerged, enterprises should look at private hybrid AI deployments to boost productivity and services—in economical fashion.

News
August 8, 2024

In AI, Smaller, Cheaper Models Are Getting Big Attention

OpenAI, Google and Meta are all investing in more affordable alternatives to large language models.

Research
August 2, 2024

Do Direct Preference Optimization (DPO) with Arcee AI's training platform

Direct Preference Optimization (DPO) is one of the top methods for fine-tuning LLMs... It's available on our model training platform - and today, we bring you support for DPO on our training APIs.

Open-Source SLMs
August 2, 2024

Arcee-Spark Gets an Upgrade: Introducing Llama-Spark!

Coming on the heels of Arcee-Spark – our incredibly performant 7B model – we now bring you Llama-Spark. Built on Llama-3.1-8B, Llama-Spark is a conversational AI that you'd never suspect is just an 8B parameter model.

Market Intelligence
August 1, 2024

Understanding Large Language Models: Open Source vs. Closed Source LLMs

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.

Open-Source Toolkits
August 1, 2024

DistillKit v0.1 by Arcee Labs: The Technical Paper

Read the DistillKit v0.1 by Arcee AI Technical Paper: our new open-source tool that's set to change how we create and distribute Small Language Models (SLMs).

Open-Source Toolkits
August 1, 2024

Distilling LLMs with Compact, Powerful Models for Everyone: Introducing DistillKit by Arcee AI

First, Arcee AI revolutionized Small Language Models (SLMs) with Model Merging and the open-source repo MergeKit. Today we bring you another leap forward in the creation and distribution of SLMs with an open soure tool we're calling DistillKit.