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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.

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🛡️ 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.

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🧩 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.

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📈 V — Verified

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

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○ NV — Not verified

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

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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.
    • run_diffusion_grpo_cosmos3_pickscore_t2i_4gpu.py — Cosmos3-Nano Flow-GRPO + PickScore.
    • run_diffusion_grpo_h3_t2va_2gpu.py — MiniMax H3 t2va Flow-GRPO + PickScore.
    • run_diffusion_grpo_pickscore_5gpu_flowgrpo_aligned.py — Qwen-Image Flow-GRPO + PickScore.
  • 🧩 PG
    • run_diffusion_grpo_wan22_pickscore_17gpu_multinode.py — Wan2.2 17-GPU full-finetune Flow-GRPO + PickScore.
    • run_diffusion_nft_krea2_async.py — Krea-2 8-GPU async DiffusionNFT + OCR.
  • 📈 V
    • run_diffusion_grpo_qwenimage21_pickscore_1gpu.py — Qwen-Image 2.1 Flow-GRPO + PickScore.
    • run_diffusion_nft_krea2_8gpu.py — Krea-2 8-GPU colocated DiffusionNFT + OCR.
    • run_diffusion_nft_krea2.py — Krea-2 2-GPU colocated DiffusionNFT + OCR.
    • run_diffusion_nft_flux3_image_pickscore_8gpu.py — FLUX 3 Image Klein 8-GPU colocated DiffusionNFT + PickScore.
    • run_diffusion_grpo_flux3_image_hps_8gpu.py — FLUX 3 Image Klein 8-GPU colocated full-finetune Flow-GRPO + HPSv2.1.
    • run_diffusion_sft_h3_t2va.py — MiniMax H3 8-GPU t2va LoRA SFT.
    • run_diffusion_grpo_sd3_hps_sglang.py — SD3.5 Flow-GRPO + HPSv2.1.
    • run_diffusion_grpo_sd3_ocr_pickscore_sglang.py — SD3.5 Flow-GRPO + 0.8 OCR + 0.2 PickScore.
  • ○ 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.
    • run_diffusion_sft_h3_ref2va.py — MiniMax H3 8-GPU Ref2VA LoRA SFT.