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Jamba is often a novel architecture created on a hybrid transformer and mamba SSM architecture produced by AI21 Labs with 52 billion parameters, making it the most important Mamba-variant established to date. It has a context window of 256k tokens.[12] Operating on byte-sized tokens, transformers scale badly as each and every token have to "attend