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This package does not create or configure fine-tuning jobs. It assumes a TokenFactory RFT job already exists, then helps you: - poll the job runtime status and current inference model version; - run your own rollout function concurrently against the job's OpenAI-compatible inference endpoint; - convert completions into token-level training samples; - schedule samples into batches while respecting model-version staleness rules; - upload completed batches back to the TokenFactory API. Installation The package requires Python `>=3.10, list[Task]: return choices(self._tasks, k=n_samples) class MyConfig(BaseSettings): system_prompt: str = \"You are a helpful assistant. 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