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@@ -9,8 +9,8 @@ which allows command-line browsing of words and their neighbours
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  ## generate-distances.py
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- Loads the generated embeddings, calculates a full matrix
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- of distances between all tokens, and then reads in a word, to show neighbours for.
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  To run this requires the files "embeddings.safetensors" and "dictionary"
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  ## generate-distances.py
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+ Loads the generated embeddings, reads in a word, calculates "distance" to every
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+ embedding, and then shows the closest "neighbours".
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  To run this requires the files "embeddings.safetensors" and "dictionary"
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