Okay I got it working!!! I huffman encoded the top 12 predicted next characters and got the size down to 57 Bytes! the huffman coding on the same string is about 56 bytes!

I havent crossed the threshold of beating huffman coding but thats okay. I may experiment with arithmetic coding for the index to possibly reduce it further but im happy with this result so far