LoRA on a 16 GB card: what fits and what does not
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A 7B model is the honest ceiling for LoRA fine-tuning on a 16 GB consumer card, not because anything bigger throws an error, but because a 14B model silently spills into system memory and runs 50 times slower without ever reporting a failure. Key takeaways 7B is the real ceiling on an RTX 5070 Ti a…
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- 2026-10-28 06:33 · DEV Community — AI
LoRA on a 16 GB card: what fits and what does not