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README.md
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> Note: You can also add chocolate chips, dried fruit, or other mix-ins to the batter for extra flavor and texture. Enjoy your vegan banana bread!
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## Model Description
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The architecture is a modification of a standard decoder-only transformer.
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The llama-2 models have been modified from a standard transformer in the following ways:
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* It uses [grouped-query attention](https://arxiv.org/pdf/2305.13245.pdf) (GQA), a generalization of multi-query attention which uses an intermediate number of key-value heads.
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* It uses the [SwiGLU activation function](https://arxiv.org/abs/2002.05202)
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* It uses [rotary positional embeddings](https://arxiv.org/abs/2104.09864) (RoPE)
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> Note: You can also add chocolate chips, dried fruit, or other mix-ins to the batter for extra flavor and texture. Enjoy your vegan banana bread!
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<br>
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## Model Description
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The architecture is a modification of a standard decoder-only transformer.
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The llama-2-70b models have been modified from a standard transformer in the following ways:
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* It uses [grouped-query attention](https://arxiv.org/pdf/2305.13245.pdf) (GQA), a generalization of multi-query attention which uses an intermediate number of key-value heads.
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* It uses the [SwiGLU activation function](https://arxiv.org/abs/2002.05202)
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* It uses [rotary positional embeddings](https://arxiv.org/abs/2104.09864) (RoPE)
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