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  [GeoV](https://github.com/geov-ai/geov)-9B is a 9 billion parameter causal language model.
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  The GeoV model was designed by Georges Harik and uses
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- [Rotary Positional Embeddings with Relative distances (RoPER)](http://research.labml.ai/RoPER.html)
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  by [Georges Harik](https://twitter.com/gharik) and [Varuna Jayasiri](https://twitter.com/vpj).
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- [RoPER](http://research.labml.ai/RoPER.html),
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  in addition to using relative positions in the attention score calculation by RoPE embeddings,
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  adds relative positional information explicitly to value embeddings.
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  Specifically, it incorporates the relative positions of the tokens paid attention to.
 
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  [GeoV](https://github.com/geov-ai/geov)-9B is a 9 billion parameter causal language model.
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  The GeoV model was designed by Georges Harik and uses
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+ [Rotary Positional Embeddings with Relative distances (RoPER)](https://research.labml.ai/RoPER.html)
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  by [Georges Harik](https://twitter.com/gharik) and [Varuna Jayasiri](https://twitter.com/vpj).
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+ [RoPER](https://research.labml.ai/RoPER.html),
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  in addition to using relative positions in the attention score calculation by RoPE embeddings,
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  adds relative positional information explicitly to value embeddings.
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  Specifically, it incorporates the relative positions of the tokens paid attention to.