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feat: Abstract hyperparameters into YAML configuration for Agentic workflows#209

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abhiram123467 wants to merge 1 commit intoML4SCI:mainfrom
abhiram123467:patch-2
Open

feat: Abstract hyperparameters into YAML configuration for Agentic workflows#209
abhiram123467 wants to merge 1 commit intoML4SCI:mainfrom
abhiram123467:patch-2

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This PR abstracts the hardcoded hyperparameters in the training loop into a dynamic configs/transformer_sim.yaml file, loaded via utils/config_loader.py.

This decoupling is a foundational step for enabling Agentic AI and external orchestrators to execute headless training runs, parameter sweeps, and autonomous simulations without manual code intervention.

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