nomic-ai
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modernbert-embed-base

Sentence Similarity

sentence-transformers

Transformers.js

feature-extraction

Inference Endpoints

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Tom Aarsen commited on 21 days ago

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@@ -2911,8 +2911,8 @@ Trained on the [Nomic Embed](https://arxiv.org/abs/2402.01613) weakly-supervised
 | Model                 | Dimensions | Average (56) | Classification (12) | Clustering (11) | Pair Classification (3) | Reranking (4) | Retrieval (15) | STS (10)  | Overall/Summ (1) |
 |-----------------------|------------|--------------|---------------------|-----------------|-------------------------|---------------|----------------|-----------|------------------|
 | nomic-embed-text-v1   | 768        | 62.4         | 74.1                | 43.9            | **85.2**                | 55.7          | 52.8           | 82.1      | 30.1             |
-| nomic-embed-text-v1.5 | 768        | 62.28        | 73.55               | 43.93           | 84.61                   | **55.78**     | **53.01**      | **81.94** | 30.4             |
-| modernbert-embed      | 768        | **62.62**    | **74.31**           | **44.98**       | 83.96                   | 56.42         | 52.89          | 81.78     | **31.39**        |
 | nomic-embed-text-v1.5 | 256        | 61.04        | 72.1                | 43.16           | 84.09                   | 55.18         | 50.81          | 81.34     |                  |
 | modernbert-embed      | 256        | 61.17        | 72.40               | 43.82           | 83.45                   | 55.69         | 50.62          | 81.12     | 31.27            |

 | Model                 | Dimensions | Average (56) | Classification (12) | Clustering (11) | Pair Classification (3) | Reranking (4) | Retrieval (15) | STS (10)  | Overall/Summ (1) |
 |-----------------------|------------|--------------|---------------------|-----------------|-------------------------|---------------|----------------|-----------|------------------|
 | nomic-embed-text-v1   | 768        | 62.4         | 74.1                | 43.9            | **85.2**                | 55.7          | 52.8           | 82.1      | 30.1             |
+| nomic-embed-text-v1.5 | 768        | 62.28        | 73.55               | 43.93           | 84.61                   | 55.78         | **53.01**      | **81.94** | 30.4             |
+| modernbert-embed      | 768        | **62.62**    | **74.31**           | **44.98**       | 83.96                   | **56.42**     | 52.89          | 81.78     | **31.39**        |
 | nomic-embed-text-v1.5 | 256        | 61.04        | 72.1                | 43.16           | 84.09                   | 55.18         | 50.81          | 81.34     |                  |
 | modernbert-embed      | 256        | 61.17        | 72.40               | 43.82           | 83.45                   | 55.69         | 50.62          | 81.12     | 31.27            |