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Choosing a Model for Marqtune

Marqtune supports the following models:

  • ViT-B-16

    • Use the following pre-trained models:
      • Marqo/ViT-B-16.openai
      • Marqo/ViT-B-16.laion400m_e31
      • Marqo/ViT-B-16.laion400m_e32
      • Marqo/ViT-B-16.laion2b_s34b_b88k
      • Marqo/ViT-B-16.datacomp_xl_s13b_b90k
      • Marqo/ViT-B-16.datacomp_l_s1b_b8k
      • Marqo/ViT-B-16.commonpool_l_clip_s1b_b8k
      • Marqo/ViT-B-16.commonpool_l_laion_s1b_b8k
      • Marqo/ViT-B-16.commonpool_l_image_s1b_b8k
      • Marqo/ViT-B-16.commonpool_l_text_s1b_b8k
      • Marqo/ViT-B-16.commonpool_l_basic_s1b_b8k
      • Marqo/ViT-B-16.commonpool_l_s1b_b8k
      • Marqo/ViT-B-16.dfn2b

  • ViT-B-32

    • Use the following pre-trained models:
      • Marqo/ViT-B-32.openai
      • Marqo/ViT-B-32.laion400m_e31
      • Marqo/ViT-B-32.laion400m_e32
      • Marqo/ViT-B-32.laion2b_e16
      • Marqo/ViT-B-32.laion2b_s34b_b79k
      • Marqo/ViT-B-32.datacomp_xl_s13b_b90k
      • Marqo/ViT-B-32.datacomp_m_s128m_b4k
      • Marqo/ViT-B-32.commonpool_m_clip_s128m_b4k
      • Marqo/ViT-B-32.commonpool_m_laion_s128m_b4k
      • Marqo/ViT-B-32.commonpool_m_image_s128m_b4k
      • Marqo/ViT-B-32.commonpool_m_text_s128m_b4k
      • Marqo/ViT-B-32.commonpool_m_basic_s128m_b4k
      • Marqo/ViT-B-32.commonpool_m_s128m_b4k
      • Marqo/ViT-B-32.datacomp_s_s13m_b4k
      • Marqo/ViT-B-32.commonpool_s_clip_s13m_b4k
      • Marqo/ViT-B-32.commonpool_s_laion_s13m_b4k
      • Marqo/ViT-B-32.commonpool_s_image_s13m_b4k
      • Marqo/ViT-B-32.commonpool_s_text_s13m_b4k
      • Marqo/ViT-B-32.commonpool_s_basic_s13m_b4k
      • Marqo/ViT-B-32.commonpool_s_s13m_b4k
  • ViT-L-14
    • Use the following pre-trained models:
      • Marqo/ViT-L-14.openai
      • Marqo/ViT-L-14.laion400m_e31
      • Marqo/ViT-L-14.laion400m_e32
      • Marqo/ViT-L-14.laion2b_s32b_b82k
      • Marqo/ViT-L-14.datacomp_xl_s13b_b90k
      • Marqo/ViT-L-14.commonpool_xl_clip_s13b_b90k
      • Marqo/ViT-L-14.commonpool_xl_laion_s13b_b90k
      • Marqo/ViT-L-14.commonpool_xl_s13b_b90k
      • Marqo/roberta-ViT-B-32.laion2b_s12b_b32k
  • Marqo/roberta-ViT-B-32.laion2b_s12b_b32k
  • Marqo/xlm-roberta-base-ViT-B-32.laion5b_s13b_b90k
  • Marqo/xlm-roberta-large-ViT-H-14.frozen_laion5b_s13b_b90k
  • intfloat/e5-small
  • intfloat/e5-base
  • intfloat/e5-large
  • intfloat/multilingual-e5-small
  • intfloat/multilingual-e5-base
  • intfloat/multilingual-e5-large