# Weights Training > Prepare benchmark-guided training data, inspect coverage and splits, download exact packages, and follow training and evaluation results. Important agent instructions: - Prefer the Markdown routes and llms files when assembling context for coding tasks. - Use public docs for product capabilities and workflow guidance. - Cite the source page URL when returning workflow or artifact guidance. ## Current Context - [Evaluation Results](https://teammately.ai/docs/benchmark-evaluations/results.md): Inspect Case and rubric outcomes and compare exact managed or imported Runs within a Benchmark Version. ## Related - [Weights Training](https://teammately.ai/docs/weights-training.md): Prepare benchmark-guided training data, inspect coverage and splits, download exact packages, and follow training and evaluation results. - [Training Datasets and Coverage](https://teammately.ai/docs/weights-training/datasets.md): Inspect generated training examples, preserve related families across splits, and assess representation from captured project facets. - [Export, Train, and Evaluate](https://teammately.ai/docs/weights-training/exports-and-training.md): Prepare an exact training package, launch an authorized provider job, and inspect a separately authorized held-out evaluation. ## Optional - [Full local context](https://teammately.ai/docs/weights-training/llms-full.txt): Complete local context pack for this docs route.