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tanganke 's Collections
Image Classification Datasets
The Eight Image Classification Tasks
CLIP-ViT-B/32 on the eight image classication tasks
CLIP-ViT-B/16 on the eight image classification tasks
CLIP-ViT-B/16 on the eight image classification tasks (LoRA)
CLIP-ViT-B/16 on eight image classification tasks (L-LoRA)
CLIP-ViT-L/14 on the eight image classification tasks
GPT-2 models fine-tuned on tasks from GLUE Benchmark
Flan-T5-Base models fine-tuned on GLUE Benchmark
Flan-T5-Base models fine-tuned (LoRA-16) on GLUE Benchmark
Flan-T5-Large models fine-tuned (LoRA-16) on GLUE Benchmark

CLIP-ViT-B/16 on the eight image classification tasks (LoRA)

updated Aug 27, 2024

base_model = CLIPVisionModel.from_pretrained('openai/clip-vit-base-patch16') model = PeftModel.from_pretrained(base_model, peft_model_id)

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  • tanganke/clip-vit-base-patch16_sun397_lora-16

    Updated Aug 27, 2024 • 260

  • tanganke/clip-vit-base-patch16_stanford-cars_lora-16

    Updated Aug 27, 2024 • 211

  • tanganke/clip-vit-base-patch16_resisc45_lora-16

    Updated Aug 27, 2024 • 194

  • tanganke/clip-vit-base-patch16_eurosat_lora-16

    Updated Aug 27, 2024 • 202

  • tanganke/clip-vit-base-patch16_svhn_lora-16

    Updated Aug 27, 2024 • 235

  • tanganke/clip-vit-base-patch16_gtsrb_lora-16

    Updated Aug 27, 2024 • 175

  • tanganke/clip-vit-base-patch16_mnist_lora-16

    Updated Aug 27, 2024 • 181

  • tanganke/clip-vit-base-patch16_dtd_lora-16

    Updated Aug 27, 2024 • 234
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