Make a prediction example
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ABCDEFGHIJKLMNOPQRSTUVWXYZ
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Predictions in word representation
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After each prediction you add it to the previous input, starting with a <start tag>.
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1st input nothing, nothing, nothing, nothing, <start token>Input imagescreenshot.jpg
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1st prediction
<HTML>
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2nd inputnothing, nothing, nothing, <start token>, <HTML>Input imagescreenshot.jpg
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2nd prediction
Hello World!
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3rd inputnothing, nothing, <start token>, <HTML>, Hello World!Input imagescreenshot.jpg
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3rd prediction
</HTML>
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4th inputnothing, <start token>, <HTML>, Hello World!, </HTML>Input imagescreenshot.jpg
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4th prediction
<end token>
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When the end token is predicted the generation ends. It can also end after making X predictions.
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Predictions in digit representation
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1st input
[[0, 0, 0, 0, 0], [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], [1, 0, 0, 0, 0]]
Input images[pixel values]
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1st prediction
[0, 1, 0, 0, 0]
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2nd input
[[0, 0, 0, 0, 0], [0, 0, 0, 0, 0], [0, 0, 0, 0, 0], [1, 0, 0, 0, 0], [0, 1, 0, 0, 0]]
Input images[pixel values]
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2nd prediction
[0, 0, 1, 0, 0]
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3rd input
[[0, 0, 0, 0, 0], [0, 0, 0, 0, 0], [1, 0, 0, 0, 0], [0, 1, 0, 0, 0], [0, 0, 1, 0, 0]]
Input images[pixel values]
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3rd prediction
[0, 0, 0, 1, 0]
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4th input
[[0, 0, 0, 0, 0], [1, 0, 0, 0, 0], [0, 1, 0, 0, 0], [0, 0, 1, 0, 0], [0, 0, 0, 1, 0]]
Input images[pixel values]
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4th prediction
[0, 0, 0, 0, 1]
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