home/categories/machine-learning/primeintellect-ai-verifiers-skills-train-with-environments-skill-md
machine-learningdata-ai

train-with-environments

Train models with verifiers environments using hosted RL or prime-rl. Use when asked to configure RL runs, tune key hyperparameters, diagnose instability, set up difficulty filtering and oversampling, or create practical train and eval loops for new environments.

PrimeIntellect-ai
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PrimeIntellect-ai
Updated 3/13/2026
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quick start

Installation and usage

Train models with verifiers environments using hosted RL or prime-rl. Use when asked to configure RL runs, tune key hyperparameters, diagnose instability, set up difficulty filtering and oversampling, or create practical train and eval loops for new environments.

Installation
$ install --globalskills.sh
Usage

Once installed, you can use this skill by running the following command in your terminal:

skills use train-with-environments