Supervised

Amazon Nova Forge is a groundbreaking service that enables organizations to build their own frontier models by leveraging early Nova checkpoints and proprietary data. It provides complete flexibility across the full training lifecycle, including pre-training, mid-training, supervised fine-tuning, and reinforcement learning. With access to Nova-curated datasets and responsible AI tooling, customers can create powerful and safer custom models tailored to their domain. Nova Forge allows teams to mix their own datasets at the peak learning stage to maximize accuracy while preventing catastrophic forgetting. Companies across industries—from Reddit to Sony—use Nova Forge to consolidate ML workflows, accelerate innovation, and outperform specialized models. Hosted securely on AWS, it offers the most cost-effective, streamlined path to building next-generation AI systems.

Steev is an AI training assistant that manages your training runs, eliminating the need for constant supervision and enhancing model performance. It reviews and analyzes your code before training begins, identifying potential errors, providing fixes, and suggesting better approaches to improve your workflow and outcomes. Steev takes proactive steps, adjusts training parameters, and resolves issues before they escalate, going beyond mere observation. Tracking all key variables during training, Steev sends instant notifications when your attention is needed, eliminating constant progress checks. Everything you need for smarter training is built into Steev, ready to go with zero setup required. You can try Steev for free during their beta program.