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We swapped AdamW's optimizer states for a Fast Fourier Transform (FFT) to cut VRAM in half. Anyone else trying non-quantization methods?
A developer community post discusses a method to reduce VRAM usage by replacing AdamW's optimizer states with a Fast Fourier Transform (FFT). This technique reportedly halved VRAM consumption, addressing Out-Of-Memory (OOM) errors encountered when fine-tuning 8B and 70B models on consumer GPUs. The author is seeking others who are exploring frequency-domain methods or other non-quantization approaches for VRAM reduction.
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IngestedOffset at this time: UTC+0Oct 6, 2026, 01:00 UTC
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- Oct 6, 2026, 01:00
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- Dev community
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