[Training Node] algo support, grad acc, optional grad ckpt#9015
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comfyanonymous merged 13 commits intoComfy-Org:masterfrom Jul 24, 2025
Merged
[Training Node] algo support, grad acc, optional grad ckpt#9015comfyanonymous merged 13 commits intoComfy-Org:masterfrom
comfyanonymous merged 13 commits intoComfy-Org:masterfrom
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May have conflict with #8668 |
SurpassHR
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Jul 24, 2025
…#9015) * Add factorization utils for lokr * Add lokr train impl * Add loha train impl * Add adapter map for algo selection * Add optional grad ckpt and algo selection * Update __init__.py * correct key name for loha * Use custom fwd/bwd func and better init for loha * Support gradient accumulation * Fix bugs of loha * use more stable init * Add OFT training * linting
bigcat88
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Jul 24, 2025
Vander-Bilt
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Aug 26, 2025
…#9015) * Add factorization utils for lokr * Add lokr train impl * Add loha train impl * Add adapter map for algo selection * Add optional grad ckpt and algo selection * Update __init__.py * correct key name for loha * Use custom fwd/bwd func and better init for loha * Support gradient accumulation * Fix bugs of loha * use more stable init * Add OFT training * linting
toxicwind
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Oct 12, 2025
…#9015) * Add factorization utils for lokr * Add lokr train impl * Add loha train impl * Add adapter map for algo selection * Add optional grad ckpt and algo selection * Update __init__.py * correct key name for loha * Use custom fwd/bwd func and better init for loha * Support gradient accumulation * Fix bugs of loha * use more stable init * Add OFT training * linting
adlerfaulkner
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Oct 16, 2025
…#9015) * Add factorization utils for lokr * Add lokr train impl * Add loha train impl * Add adapter map for algo selection * Add optional grad ckpt and algo selection * Update __init__.py * correct key name for loha * Use custom fwd/bwd func and better init for loha * Support gradient accumulation * Fix bugs of loha * use more stable init * Add OFT training * linting
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As title, this PR propose following updates of lora training node: