Qualcomm® AI HubAI Hub

OpenAI-Clip

Multi‑modal foundational model for vision and language tasks like image/text similarity and for zero‑shot image classification.

Contrastive Language‑Image Pre‑Training (CLIP) uses a ViT like transformer to get visual features and a causal language model to get the text features. Both the text and visual features can then be used for a variety of zero‑shot learning tasks.

Technical Details

Model checkpoint:ViT-B/16
Image input resolution:224x224
Text context length:77
Number of parameters (CLIPTextEncoder):76.0M
Model size (CLIPTextEncoder):290 MB
Number of parameters (CLIPImageEncoder):115M
Model size (CLIPImageEncoder):437 MB

Applicable Scenarios

  • Image Search
  • Content Moderation
  • Caption Creation

Supported Form Factors

  • Phone
  • Tablet

Licenses

Source Model:MIT
Deployable Model:AI Model Hub License

Tags

  • foundation

Supported Devices

  • QCS8550 (Proxy)
  • SA7255P ADP
  • SA8255 (Proxy)
  • SA8295P ADP
  • SA8650 (Proxy)
  • SA8775P ADP
  • Samsung Galaxy S21
  • Samsung Galaxy S21 Ultra
  • Samsung Galaxy S21+
  • Samsung Galaxy S22 5G
  • Samsung Galaxy S22 Ultra 5G
  • Samsung Galaxy S22+ 5G
  • Samsung Galaxy S23
  • Samsung Galaxy S23 Ultra
  • Samsung Galaxy S23+
  • Samsung Galaxy S24
  • Samsung Galaxy S24 Ultra
  • Samsung Galaxy S24+
  • Samsung Galaxy Tab S8
  • Snapdragon 8 Elite QRD
  • Snapdragon X Elite CRD
  • Snapdragon X Plus 8-Core CRD
  • Xiaomi 12
  • Xiaomi 12 Pro

Supported Chipsets

  • Qualcomm® QCS8550 (Proxy)
  • Qualcomm® SA7255P
  • Qualcomm® SA8255P (Proxy)
  • Qualcomm® SA8295P
  • Qualcomm® SA8650P (Proxy)
  • Qualcomm® SA8775P
  • Snapdragon® 8 Elite Mobile
  • Snapdragon® 8 Gen 1 Mobile
  • Snapdragon® 8 Gen 2 Mobile
  • Snapdragon® 8 Gen 3 Mobile
  • Snapdragon® 888 Mobile
  • Snapdragon® X Elite
  • Snapdragon® X Plus 8-Core

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