Dynamic content encoding

A non-transitory computer-readable medium including instructions, which when executed by at least one computing device, cause the at least one computing device to perform operations including:

• grouping text as a sequence of bytes, the text comprising a string of characters, each byte corresponding to a character in the text;
• for each byte of the sequence of bytes:
• processing each bit from most significant bit to least significant bit to generate a context;
• and
• predicting a subsequent bit, using a prediction model, based on the context generated based on previously processed bits, prediction of the prediction model being a combination of predictions of a plurality of sub-models;
• and
• outputting an encoded bitstream based on the predicted bits, the encoded bitstream comprising encoded data corresponding to the text.

A device including an input, an output, a memory and at least one processor communicatively coupled to the memory, the at least one processor configured to:

• group text as a sequence of bytes, the text comprising a string of characters, each byte corresponding to a character in the text;
• for each byte of the sequence of bytes:
• process each bit from most significant bit to least significant bit to generate a context;
• and
• predict a subsequent bit, using a prediction model, based on the context generated based on previously processed bits, prediction of the prediction model being a combination of predictions of a plurality of sub-models;
• and
• output an encoded bitstream based on the predicted bits, the encoded bitstream comprising encoded data corresponding to the text.