From d1a9539bdf7550c8e2854213465672b42dfac376 Mon Sep 17 00:00:00 2001 From: Pringled Date: Wed, 2 Oct 2024 20:25:35 +0200 Subject: [PATCH] Added new image --- .gitignore | 1 + README.md | 2 +- assets/images/speed_vs_accuracy_v2.png | Bin 0 -> 95130 bytes 3 files changed, 2 insertions(+), 1 deletion(-) create mode 100644 assets/images/speed_vs_accuracy_v2.png diff --git a/.gitignore b/.gitignore index 4b7498a..6503faf 100644 --- a/.gitignore +++ b/.gitignore @@ -171,4 +171,5 @@ model2vec_models results/* counts/* results_old/* +local/* lightning_logs/* diff --git a/README.md b/README.md index b2759cc..f0b7f90 100644 --- a/README.md +++ b/README.md @@ -278,7 +278,7 @@ As can be seen, Model2Vec models outperform the GloVe and WL256 models on all cl The figure below shows the relationship between the number of sentences per second and the average classification score. The circle sizes correspond to the number of parameters in the models (larger = more parameters). This plot shows that the Model2Vec models are much faster than the other models, while still being competitive in terms of classification performance with the [all-MiniLM-L6-v2](https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2) model. -| ![Description](assets/images/speed_vs_accuracy.png) | +| ![Description](assets/images/speed_vs_accuracy_v2.png) | |:--:| |*Figure: The average accuracy over all classification datasets plotted against sentence per second. 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