Update and rename training.md to models/README.md

models/README.md

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+# Meta information about training
+
+The trained models that are saved here follow the following naming convention:
+
+* Optuna intermediate model: `[model]-[dataset]-[context].pt`
+* Fully trained model: `[model]-[dataset]-full-[context].pt`
+
+The following parameters were used:
+
+* training size: 2048 for optuna, 209715 for full training
+* context sizes: {128, 256}
+
+The models were trained with the following command:
+
+```bash
+uv run python ./results/[cnn,autoencoder] train --method [full,optuna] \
+    --data-root ./data --dataset [genome,enwik9] --context [128,256] --size [2048,209715] \
+    --model-save-path ./models/<name> --model-load-path <path if full trainig, output from optuna>
+```