Paper • 2402.15449 • Published • 2
Repetition Improves Language Model Embeddings
Please refer to our paper: https://arxiv.org/abs/2402.15449
And our GitHub: https://github.com/jakespringer/echo-embeddings
We provide a description of the model as well as example usage in the above links.
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Safetensors
Model size
7B params
Tensor type
F16
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Spaces using jspringer/echo-mistral-7b-instruct-lasttoken 11
Paper for jspringer/echo-mistral-7b-instruct-lasttoken
Evaluation results
- accuracy on MTEB AmazonCounterfactualClassification (en)test set self-reported82.970
- ap on MTEB AmazonCounterfactualClassification (en)test set self-reported49.629
- f1 on MTEB AmazonCounterfactualClassification (en)test set self-reported77.590
- accuracy on MTEB AmazonPolarityClassificationtest set self-reported90.975
- ap on MTEB AmazonPolarityClassificationtest set self-reported87.573
- f1 on MTEB AmazonPolarityClassificationtest set self-reported90.967
- accuracy on MTEB AmazonReviewsClassification (en)test set self-reported48.708
- f1 on MTEB AmazonReviewsClassification (en)test set self-reported47.736