# Retoque

> Retoque distributes signed LoRA adapters (patches) for exact open-weight model checkpoints. Each version ships with a held-out before/after evaluation, a regression check and a rollback check. The retoque CLI verifies the ed25519 signature and every file hash before installing, never modifies base weights, and can disable or roll back a patch. Licenses are free click-through or onchain receipts from a license market contract on Robinhood Chain, which is not deployed to mainnet yet.

Every page below is plain Markdown. The same docs are on the web at https://retoque.xyz/docs, all in one file at https://retoque.xyz/llms-full.txt, and searchable as JSON at https://retoque.xyz/docs/search?q=<query>.

## Start here

- [What is Retoque](https://retoque.xyz/docs/md/introduction): Signed LoRA patches for exact open-weight checkpoints, with held-out evidence, a CLI that verifies before it installs, and rollback.
- [Getting started](https://retoque.xyz/docs/md/getting-started): Install the CLI, log in with a registry key, install your first patch, run it, and roll it back.
- [Concepts](https://retoque.xyz/docs/md/concepts): Patches, versions, base model compatibility, evidence states, sealed held-out suites and the regression suite.

## Install and run

- [CLI reference](https://retoque.xyz/docs/md/cli): Every retoque command, flag, file and exit code, and what install checks before it touches anything.
- [Python with PEFT](https://retoque.xyz/docs/md/python): Load the pinned base checkpoint, attach an installed adapter with PEFT, and switch it off in the same process.
- [Serving with vLLM](https://retoque.xyz/docs/md/vllm): Serve an installed patch with static, allowlisted adapters, and why dynamic LoRA endpoints stay off.
- [Disable and roll back](https://retoque.xyz/docs/md/rollback): Turn a patch off, switch back to an earlier installed version, and what rollback can't undo.

## Licensing and trust

- [Licenses and entitlements](https://retoque.xyz/docs/md/licenses): Free click-through licenses, onchain receipts, how an entitlement unlocks downloads, and what a license is not.
- [Robinhood Chain](https://retoque.xyz/docs/md/robinhood-chain): The registry and license market contracts, escrow, settlement and refunds, and where they are deployed today.
- [Artifacts and verification](https://retoque.xyz/docs/md/artifacts): The eight files in a package, the manifest, the ed25519 signature over its sha256, and how to check it yourself.
- [Security](https://retoque.xyz/docs/md/security): Trust roots, what the CLI refuses, how keys and sessions are handled, and what verification doesn't promise.

## Build patches

- [Creator guide](https://retoque.xyz/docs/md/creators): Dataset format with families, deterministic splits, the fixed training configuration, evaluation and review.
- [Evaluation methodology](https://retoque.xyz/docs/md/evaluation): How baseline and patched runs are compared, the thresholds that set a starting evidence state, and the limits.

## Reference

- [REST API](https://retoque.xyz/docs/md/api): Every /api/v1 route with its method, path, authentication, request, response and errors.
- [Errors and troubleshooting](https://retoque.xyz/docs/md/errors): API error codes, purchase reconciliation results, CLI exit codes and fixes for the failures people hit.
- [FAQ](https://retoque.xyz/docs/md/faq): Short answers about what Retoque does, what it doesn't, and what is still planned.
- [Glossary](https://retoque.xyz/docs/md/glossary): Plain definitions of the terms used in the product and these docs.

## Optional

- [All docs in one file](https://retoque.xyz/llms-full.txt): every page above, concatenated
- [Evaluation methodology](https://retoque.xyz/methodology): the protocol behind every published result
- [System status](https://retoque.xyz/status): live probe results for each component