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sentence-embeddings

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Trent commited on Jul 26, 2021

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@@ -26,7 +26,7 @@ You can view our models [here](https://huggingface.co/flax-sentence-embeddings)
 - 20 sentence embedding models that can be utilized for Sentence Simliarity / Asymmetric QA / Search / Clustering.
 - 8 Datasets from Stackexchange and StackOverflow, PAWS, Gender Evaluation formatted and uploaded to HuggingFace Hub.
 - Achieve SOTA on multiple general purpose Sentence Similarity evaluation tasks by utilizing large TPU memory to maximize
- customized Contrastive Loss.
 - Gender Bias Demonstration that explores inherent bias in general purpose datasets.
 - Search / Clustering Demonstration that showcases real-world use-cases for Sentence Embeddings.

 - 20 sentence embedding models that can be utilized for Sentence Simliarity / Asymmetric QA / Search / Clustering.
 - 8 Datasets from Stackexchange and StackOverflow, PAWS, Gender Evaluation formatted and uploaded to HuggingFace Hub.
 - Achieve SOTA on multiple general purpose Sentence Similarity evaluation tasks by utilizing large TPU memory to maximize
+ customized Contrastive Loss. [Full Evaluation here](https://docs.google.com/spreadsheets/d/1vXJrIg38cEaKjOG5y4I4PQwAQFUmCkohbViJ9zj_Emg/edit#gid=1809754143).
 - Gender Bias Demonstration that explores inherent bias in general purpose datasets.
 - Search / Clustering Demonstration that showcases real-world use-cases for Sentence Embeddings.