Create vera--flux2-klein-rank16.json
#4
by Anmoldeep - opened
imagegen/vera--flux2-klein-rank16.json
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{
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"peft_method": "vera",
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"base_model": "flux2-klein",
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"variant": "rank16",
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"rank": 16,
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"batch_size": 2,
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"d_initial": 0.1,
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"vera_dropout": 0.0,
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"lr": 1e-3,
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"test_dino_similarity": 0.6504,
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"test_drift": 0.2368,
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"comparison_baseline": {
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"config": "vera/flux2-klein-default (r=32)",
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"test_dino_similarity": 0.6627,
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"test_drift": 0.231
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},
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"conclusion": "No improvement over default rank 32. Similarity between rank64 and baseline, drift worse than both.",
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"note": "Full auto-generated metadata unavailable due to a get_git_hash failure on Kaggle (transformers installed to dist-packages, not a git checkout). Test metrics recovered manually from run logs. Also observed anomalously slow training (~36-40s/it vs normal pace) on Kaggle T4, reproduced across two separate runs; suspected Kaggle-specific infra issue, not confirmed to be rank-related (Benjamin could not reproduce the slowdown locally). Related fix: https://github.com/huggingface/peft/pull/3395",
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"environment": "Kaggle, single T4 GPU (16GB), PEFT branch pr-3395 (OOM fix applied)"
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}
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