Your data is the foundation.
Domain records, expert demonstrations, and the difficult cases that make your work different.
Built around your business.Explore what we do
Built by the team from
TikTok
A SHIFT IN INTELLIGENCE
The future
is specific.
Industry perspectives on models built for each business.
01 / SPECIALIZED MODELS
Fine tuning as a serviceTrained on your data.
Tuned to your business.
Your work has its own language, context, and standards. We build the model around them.
Your specification sets the standard.
Fine-tuning for the decisions, tool use, and output formats your workflows demand.
Your benchmark defines ready.
Evaluation on held-out tasks, with release criteria agreed before deployment.
Marc1 Model StudioMade for your domain.
Trained on your data. Fine-tuned to your specification.
02 / MODEL STUDIO
Your models. In your hands.Introducing Model Studio
Make it your model.
One workspace to bring your data, fine-tune an open model, and put it to work. Built for teams ready to build their own.
Open Model StudioMarc1 Model StudioPRODUCT PREVIEW
Create a training run
Turn your knowledge into a specialized model.
Base modelQwen3 · 4B
⌄Datasetcustomer-support.jsonl
⌄ComputeMarc1 Managed Cloud
⌄LoRA fine-tuning
Choose a base model, select your compute, and configure a training run in one workspace.
Open Model Studio