Jamba can be a novel architecture developed on the hybrid transformer and mamba SSM architecture designed by AI21 Labs with 52 billion parameters, rendering it the largest Mamba-variant designed so far. It has a context window of 256k tokens.[twelve] Operating on byte-sized tokens, transformers scale inadequately as each individual token must "go

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