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ViT-S CIFAR-100 LoRA Fine-tuning

Model Details

  • Base model: timm/vit_small_patch16_224 (ImageNet pre-trained)
  • Dataset: CIFAR-100
  • Fine-tuning: LoRA (PEFT)

LoRA Config

  • Rank: 8
  • Alpha: 2.0
  • Dropout: 0.1
  • Target modules: attn.qkv (Q, K, V)

Usage

import torch, timm
from peft import PeftModel
# Load the model and weights from this repo

Assignment

CS/DS – Assignment 5 | ViT CIFAR-100 LoRA

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