Unify the file-level commit annotation in sft/datasets. JSON semantics are unchanged; only trailing whitespace differs. Integrity manifests are refreshed.
Mark WebTrail supplement uploaded and refresh checksums
Normalize gemini-3.1-pro-preview-urg to gemini-3.1-pro-preview in SFT IDs, SFT model metadata, and RL identifiers. Rebuild the matching SFT viewer Parquet file and refresh checksums. No claude-sonnet-4-6 -urg/-aws variants were present.
Remove the GRPO launcher, reward implementation, path helper, training reference, LLaMAFactory registry, and extraction helper. Update dataset documentation, release manifest, and checksums so the remaining data release stays self-consistent.
Add semantically equivalent Parquet files for the Hub Dataset Viewer while retaining the canonical LLaMAFactory JSON files. Point the default SFT viewer config to Parquet and update the release manifest and checksums.
Configure SFT preview and remove dataset counts from README
Declare SFT and RL as separate dataset viewer configs, with SFT as the default. Remove explicit scale figures from the dataset card and refresh the README checksum.