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QLoRA

Quantized LoRA: fine-tunes in 4-bit precision with LoRA adapters on top. Enables fine-tuning of 70B models on a single 24GB GPU. NF4 quantization + double quantization + paged attention.

Related terms

LoRA · Quantization · Fine-Tuning

More in Training

Backpropagation · Batch Size · Fine-Tuning · Gradient Descent · LoRA (Low-Rank Adaptation) · RLHF · DPO (Direct Preference Optimization) · Learning Rate

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