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Difference between models #27

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seanf opened this issue Aug 1, 2023 · 0 comments
Open

Difference between models #27

seanf opened this issue Aug 1, 2023 · 0 comments

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@seanf
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seanf commented Aug 1, 2023

Hi, what is the difference between these two models? One (sentence-msmarco-bert-base-dot-v5-nlpl-code_search_net) is used in the code, the other (sentence-t5-base-nlpl-code_search_net) is listed in the readme, but doesn't appear to be used.

In the code:

In the readme:

  • The application uses [sentence transformer](https://www.sbert.net/) model architecture to produce 'sentence' embeddings for functions and queries. The particular model is [krlvi/sentence-t5-base-nlpl-code_search_net](https://huggingface.co/krlvi/sentence-t5-base-nlpl-code_search_net) which is based of a [SentenceT5-Base](https://github.com/google-research/t5x_retrieval#released-model-checkpoints) checkpoint with 110M parameters and a pooling layer.
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