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Small Language Model Training

Custom SLMs That outperform LLMs at a fraction of the cost.
Train enterprise-grade Small Language Models that deliver precision at scale—all with complete control of your data.

The Pioneer in End-to-End SLM Training 

Our models are more specialized, efficient, and faster than anything on the market.

Go From Dataset to SLM

Run it in your VPC or our cloud. You retain full control of your SLMs.

Incredibly Efficient Training Opens New Possibilities

Our training routines are so efficient that you can easily re-train on updated data, and/or on the newest open-source models.

How Does Our SLM Training Work?

Virtual Private Cloud (VPC)

Create your dataset

Upload your corpus of text data

Train and Merge

Train & merge a custom language model tailored to your use case

Pre-training

Model Merging or Evolutionary Model Merging

Supervised Fine-Tuning

Direct Preference Optimization (DPO)

Deploy your model

One-click deployment of your model to any platform or environment of your choosing

Benefits of Arcee AI SLM Training

Arcee AI delivers an advanced training system for SLMs, to ensure top-tier security, optimal task-specific performance, and cost efficiency.

Enterprise-Grade Data Security

We keep your proprietary data secure, whether hosted in your VPC or on Arcee Cloud, making it an ideal solution for industries handling regulated or sensitive information.

Built-In SOTA Training Techniques

We provide an end-to-end workflow featuring groundbreaking training techniques like knowledge distillation and model merging to deliver customized models with exceptional accuracy.

Custom-Built SLMs To Give You a Strategic Edge

Gain complete control over AI models and data at a fraction of the cost of large language modesl. With no vendor lock-in and our unique training pipeline, we help you develop AI solutions that set your business apart from competitors.

Arcee AI customers say

“Arcee AI is one of MongoDB’s most successful AI startup partners. They specialize in training Small Language Models (SLMs) that are tailored to customer’s specific data, using two groundbreaking techniques – Model Merging and Spectrum. Their process not only enhances efficiency but also ensures limitless scalability across a diversity of business applications.”

“What I love about Arcee AI is getting hyper-specific context in my AI queries. SLMs are the wave of the future, IF you can perfect it. That's a big IF for many. Arcee AI is continuously driving us toward perfecting our use cases with their awesome customer support.”

“Guild's SLM far exceeds any commercially-available foundational model! The SLM's domain expertise and tone mirrors that of our own team. We are very grateful for our partnership with Arcee AI and look forward to continuing to update and evolve our AI strategy with them.”

“As a young security and compliance start-up, time is of the essence. We have been blown away by Arcee AI’s ability to drive production results for our model deployment and at a fraction of the cost.”

"Arcee AI are at the forefront of the 4th Industrial Revolution when it comes to building direct and distinct value for enterprise. The future of Generative AI will be based on specialized language models and Arcee are already delivering on that vision"

Davit Buniatyan

“Arcee AI paves the way in domain-specific SLM development. We’ve collaborated on ‘PatentPT’, a patent search and generation engine comprising a memory agent powered by Activeloop Deep Lake for accurate search and retrieval across millions of patents – and a combination of bespoke and fine-tuned SLMs by Arcee AI. If you’re looking for a great partner that has the best expertise in unlocking the value of language models for your private data at a reasonable cost, Arcee is the perfect choice.”

Our SLMs drive value across all industries, including:

Arcee AI’s SLM Training Platform
Make Your GenAI Ambitions a Reality

Start Training Your Own Domain-Adapted SLMs Right Now

Sign in here to begin training and merging your own custom language model, right in your browser.

Discover Secure SLM Training in Your VPC

Book a demo today and learn more about how we can provide you with industry-leading SLMs while also ensuring the highest of security standards.