docs: cleanup and extra references
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@ -9,6 +9,7 @@ For the core codebase, scripts, and contribution history, visit our [GitHub Repo
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- **[Installation Instructions](./DEVELOPMENT.md)**: Steps to set up your development environment locally or in a devcontainer using `uv`, including GPU configuration. For High-Performance Computing (HPC) setup details, see the **[HPC Guide](./HPC.md)**.
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- **[How to Run Experiments](./api/training.md)**: A complete guide on running training jobs, setting custom hyperparameters, and overriding config options using Hydra.
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- **[Results & Reproduction](./api/reproduction.md)**: Guide on how to access our public WandB training runs table and reproduce our training and evaluation phases (determining the best checkpoint vs. comparing architectures).
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- **[Contribution Guidelines](./CONTRIBUTING.md)**: Standards, rules, and best practices for developing and adding code to the repository.
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- **[Repository Structure](#repository-structure)**: Overview of the directories and files within the codebase.
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## Repository Structure
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