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I increased the return amount to the top 7 results because in the worse case where the correct character is at index 6, the encoded data for it would use 8 bits, which is the same as just encoding the character, and we already used the llm to generate the character

i want to work on better huffman coding for the top results as currently it just encodes it by the number of 1s prefixing a 0

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