October 8, 2026
MiniMax H3 API price vs self-hosting: the real cost per clip
MiniMax H3 and Seedance 2.0 API price per second vs self-hosting GPU cost by utilization. Use the calculator to find your cost per accepted clip.
Blog
Nuva Lab blog
Notes from running open-weight video models in production: what they cost, how to customize them, and how agents turn a model into a production line.
Posts
Production video, open-weight models and cost
October 8, 2026
Fine-tune MiniMax H3 on your brand: LoRA, post-training and references
How to fine-tune MiniMax H3 on your brand data: LoRA vs full post-training vs H3 Omni Ref references, and tests on your own review criteria.
October 8, 2026
From video model to production line: agents and the feedback loop
A deployed video model is a machine. Agents run production tasks on it, and approved and rejected clips guide the next round of tuning inside your deployment.
Run open-weight video models in production
Tell us about your video volume and workflow.
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