> ## Documentation Index
> Fetch the complete documentation index at: https://miles.radixark.com/docs/llms.txt
> Use this file to discover all available pages before exploring further.

# Recipe Verification Levels

> Evidence levels for documented training recipes.

# Recipe verification levels

Every recipe is assigned one evidence level. The level applies to the exact script and
topology named in the model guide, not to the model family as a whole.

<a id="fg" />

## 🛡️ FG — Fully gated

* A complete training curve has been run.
* A deterministic E2E runs the canonical recipe itself at least nightly.
* Every registered metric matches the committed standard exactly.

<a id="pg" />

## 🧩 PG — Proxy gated

* A complete training curve has been run.
* A deterministic E2E runs a documented, scaled single-node proxy at least nightly.
* Every registered metric matches the committed standard exactly.

<a id="v" />

## 📈 V — Verified

A complete training curve has been run, but no deterministic E2E satisfies the FG or PG criteria above.

<a id="nv" />

## ○ NV — Not verified

No complete training curve has been run. Smoke tests and short debugging runs do not
count as verification.

## Current levels

* **🛡️ FG**
  * `run_diffusion_grpo_sd3_ocr_sglang.py` — SD3.5 Flow-GRPO + OCR.
  * `run_diffusion_grpo_ltx23_sglang.py` — LTX-2.3 Flow-GRPO + PickScore.
  * `run_diffusion_nft_sd3_pickscore.py` — SD3.5 DiffusionNFT + PickScore.
* **🧩 PG**
  * `run_diffusion_grpo_wan22_pickscore_17gpu_multinode.py` — Wan2.2 17-GPU
    full-finetune Flow-GRPO + PickScore.
* **📈 V**
  * `run_diffusion_grpo_pickscore_5gpu_flowgrpo_aligned.py` — Qwen-Image
    Flow-GRPO + PickScore.
  * `run_diffusion_grpo_cosmos3_pickscore_t2i_4gpu.py` — Cosmos3-Nano
    Flow-GRPO + PickScore.
  * `run_diffusion_grpo_h3_t2va_2gpu.py` — MiniMax H3 Flow-GRPO + PickScore
    ([PR #154](https://github.com/radixark/miles_diffusion/pull/154) only; not on `main`).
* **○ NV**
  * `run_diffusion_grpo_wan22_pickscore_5gpu.py` — Wan2.2 5-GPU LoRA
    Flow-GRPO + PickScore.
  * `run_diffusion_sft_wan22.py` — Wan2.2 4-GPU LoRA SFT.