Self-attention is required. The model must contain at least one self-attention layer. This is the defining feature of a transformer — without it, you have an MLP or RNN, not a transformer.
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"Farmers and growers experience both [drought and floods] on an annual basis, and both severely impact their ability to produce food," it said.