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QLoRA: Fine-Tuning a 7B Model on a 16GB GPU (It Shrank to 5.4GB in Front of Me)

Part 3 of a 4-part series. QLoRA explained — quantize the frozen base to 4-bit, then LoRA on top. The BitsAndBytesConfig that matters, the memory-footprint m...

Dev.to | Jun 21, 2026 | Suman Nath

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