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Zhiqi Li

zhiqilicg

Models in Library1
Datasets in Library0
Models on Hugging Face1
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This profile connects the 1 model and dataset record shown below to their upstream cards and sources. The library counts describe SAVRN's coverage, rather than this publisher's entire output.

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Models

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flowmap_grpo_sCM

Zhiqi Li

LoRA adapters (r=64, alpha=128, 12 attention/FF projections) trained with Flow-Map GRPO on the T2I-Distill MeanFlow (flux1litemeanflow.pt) and sCM (flux1litescm.pt) students of Freepik/flux.1-lite-8B, plus the online-SFT / Diffusion-NFT baselines. Code: ZhiqiLi-CG/flowmapgrpo (branch and commit in each run folder's README). Layout: checkpoints/ / / [- ]/checkpoint- /{lora, loraema, trainingstate}. lora/ is the raw learner, loraema/ the EMA adapter used for all reported numbers, trainingstate/ the full resume point. Run folders carry a README.md and the training-time fullevalmetrics.jsonl where available. Evaluation protocol for the GRPO runs: K = sampling steps - 1 (K=4 is the 5-step…

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