Rubric and Verifier-based RL
Combines expert-crafted rubrics with automated verifiers that grade model outputs, rewarding nuance and penalizing shortcuts across reasoning, code generation, and instruction-following tasks.
What it does
Combines expert-crafted rubrics with automated verifiers that grade model outputs, rewarding nuance and penalizing shortcuts across reasoning, code generation, and instruction-following tasks.
- Foundation model training data
- Custom datasets for fine-tuning large language models
- Agent training and evaluation environments
- Model loss analysis
- Category
- Training data and labeling
- Users
- Frontier AI research labs, Enterprises
- Public API
- Not offered
Not yet disclosed: deployment options, platforms, languages and support channels.
Pricing
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Security and compliance
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