readme: # Emoji Predictor
  
  This model is Open AI's CLIP, fine-tuned on a few samples.
  
  Try it here: https://huggingface.co/spaces/vincentclaes/emoji-predictor
  
  - pretrained model: https://huggingface.co/openai/clip-vit-base-patch32
  - dataset: https://huggingface.co/datasets/vincentclaes/emoji-predictor
  
  Precision for predictions and suggestions for a range of samples per emoji:
  
  ```
             | Samples  | Prediction  | Suggestion  |
             |--------- |------------ |------------ |
             |    0     |    0.13     |    0.33     |
             |    1     |    0.11     |    0.30     |
             |    5     |    0.14     |    0.38     |
             |    10    |    0.20     |    0.45     |
             |    15    |    0.22     |    0.51     |
             |    20    |    0.19     |    0.49     |
             |    25    |    0.24     |    0.54     |
             |    50    |    0.23     |    0.53     |
             |   100    |    0.25     |    0.57     |
             |   250    |    0.29     |    0.62     |
             |   500    |    0.29     |    0.63     |
  ```