nomic-ai / modernbert-embed-base-unsupervised

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sentence-similarity

Introduction of modernbert-embed-base-unsupervised

Model Details of modernbert-embed-base-unsupervised

ModernBERT-Embed-Unsupervised

modernbert-embed-unsupervised is the unsupervised checkpoint trained with the contrastors library for 1 epoch over the 235M weakly-supervised contrastive pairs curated in Nomic Embed .

We suggest using moderbert-embed for embedding tasks.

Performance

The modernbert-unsupervised model performs similarly to the nomic-embed-text-v1_unsup model

Model Average (56) Classification (12) Clustering (11) Pair Classification (3) Reranking (4) Retrieval (15) STS (10) Overall
nomic-embed-text-v1_unsup 59.9 71.2 42.5 83.7 55.0 48.0 80.8 30.7
modernbert-embed-unsupervised 60.03 72.11 44.34 82.78 55.0 47.05 80.33 31.2

Runs of nomic-ai modernbert-embed-base-unsupervised on huggingface.co

2.4K
Total runs
222
24-hour runs
1.9K
3-day runs
2.3K
7-day runs
2.2K
30-day runs

More Information About modernbert-embed-base-unsupervised huggingface.co Model

More modernbert-embed-base-unsupervised license Visit here:

https://choosealicense.com/licenses/apache-2.0

modernbert-embed-base-unsupervised huggingface.co

modernbert-embed-base-unsupervised huggingface.co is an AI model on huggingface.co that provides modernbert-embed-base-unsupervised's model effect (), which can be used instantly with this nomic-ai modernbert-embed-base-unsupervised model. huggingface.co supports a free trial of the modernbert-embed-base-unsupervised model, and also provides paid use of the modernbert-embed-base-unsupervised. Support call modernbert-embed-base-unsupervised model through api, including Node.js, Python, http.

modernbert-embed-base-unsupervised huggingface.co Url

https://huggingface.co/nomic-ai/modernbert-embed-base-unsupervised

nomic-ai modernbert-embed-base-unsupervised online free

modernbert-embed-base-unsupervised huggingface.co is an online trial and call api platform, which integrates modernbert-embed-base-unsupervised's modeling effects, including api services, and provides a free online trial of modernbert-embed-base-unsupervised, you can try modernbert-embed-base-unsupervised online for free by clicking the link below.

nomic-ai modernbert-embed-base-unsupervised online free url in huggingface.co:

https://huggingface.co/nomic-ai/modernbert-embed-base-unsupervised

modernbert-embed-base-unsupervised install

modernbert-embed-base-unsupervised is an open source model from GitHub that offers a free installation service, and any user can find modernbert-embed-base-unsupervised on GitHub to install. At the same time, huggingface.co provides the effect of modernbert-embed-base-unsupervised install, users can directly use modernbert-embed-base-unsupervised installed effect in huggingface.co for debugging and trial. It also supports api for free installation.

modernbert-embed-base-unsupervised install url in huggingface.co:

https://huggingface.co/nomic-ai/modernbert-embed-base-unsupervised

Url of modernbert-embed-base-unsupervised

modernbert-embed-base-unsupervised huggingface.co Url

Provider of modernbert-embed-base-unsupervised huggingface.co

nomic-ai
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