orai-nlp
/

bert-base-sw

Feature Extraction

text-embeddings-inference

Inference Endpoints

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GorkaUrbizu commited on May 31, 2023

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@@ -13,7 +13,12 @@ It was trained for 500K steps with a sequence length of 512 tokens.
 Results
 -----------
-TODO
 Authors

 Results
 -----------
+|           | [bert-base-sw](https://huggingface.co/orai-nlp/bert-base-sw) | [bert-medium-sw](https://huggingface.co/orai-nlp/bert-medium-sw) | Flair | [mBERT](https://huggingface.co/bert-base-multilingual-cased) | [swahBERT](https://github.com/gatimartin/SwahBERT#pre-trained-models) (Martin et al., 2022b) |
+|-----------|--------------|----------------|-------|-------|---------------------------------|
+| NERC      | **92.09**    | 91.63          | 92.04 | 91.17 | 88.60                           |
+| Topic     | **93.07**    | 92.88          | 91.83 | 91.52 | 90.90                           |
+| Sentiment | **79.04**    | 77.07          | 73.60 | 69.17 | 71.12                           |
+| QNLI      | 63.34        | 63.87          | 52.82 | 63.48 | **64.72**                       |
 Authors