Size of KV cache = 2 * (num_layers) * (num_kv_heads * dim_head) * seq_length * precision
8-bit Gemma 27B KV cache = 2 * (46) * (16 * 144) * 1e6 * 1 byte ≈ 200 GB
```math
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