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Welcome to the Danish Foundation Models (DFM) project, a pioneering initiative in the field of machine learning and natural language processing (NLP) dedicated to the Danish language. Our mission is to develop, maintain, and provide open access to high-quality foundation models tailored for Danish, promoting innovation and inclusivity in language technologies. | ||
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!!! abstract "Read the paper" | ||
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You can read more about the argument for Danish Language models in our [publication](https://arxiv.org/abs/2311.07264). | ||
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## Why Danish Foundation Models? | ||
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### Bridging the Digital Language Divide | ||
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3. To maintain a high standard of **documentation** of models such as model cards \[[Mitchell et al., 2019](https://arxiv.org/abs/1810.03993)\] and datasheets \[[Gebru et al., 2021](https://cacm.acm.org/magazines/2021/12/256932-datasheets-for-datasets/abstract)\]. | ||
4. To **open-source** not only the models but also all components required for reproducibility such as pre-processing, training, and validation code. | ||
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You can read more about the argument for Danish Language models in our [publication](https://arxiv.org/abs/2311.07264). | ||
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## Open-source models on closed-source data | ||
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We invite collaboration and contributions from industry professionals, researchers, and the open-source community. Together, we can advance the field of Danish NLP and create a more inclusive digital future. You can reach out to us using the following channels: | ||
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| -------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------ | | ||
| 🗣 [**DDSC Slack**](https://join.slack.com/t/danskdatascie-o8m9638/shared_invite/zt-1jh2dwmj4-D_mjywfXERvVP75n9O0ykg) | Join the discussion in the "danish-foundation-models-text"-channel | | ||
| 💬 [**GitHub Discussion**](https://github.com/centre-for-humanities-computing/danish-foundation-models/discussions) | Ask questions or start a discussion | | ||
| 🚨 [**GitHub Issues**](https://github.com/centre-for-humanities-computing/danish-foundation-models/issues) | Noticed a bug in the code? Please create an issue | | ||
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| ------------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------ | | ||
| :octicons-people-24: - [**DDSC Slack**](https://join.slack.com/t/danskdatascie-o8m9638/shared_invite/zt-1jh2dwmj4-D_mjywfXERvVP75n9O0ykg) | Join the discussion in the "danish-foundation-models-text"-channel | | ||
| :octicons-comment-discussion-24: - [**GitHub Discussion**](https://github.com/centre-for-humanities-computing/danish-foundation-models/discussions) | Ask questions or start a discussion | | ||
| :octicons-issue-tracks-24: - [**GitHub Issues**](https://github.com/centre-for-humanities-computing/danish-foundation-models/issues) | Noticed a bug in the code? Please create an issue | | ||
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[Contact us :fontawesome-solid-paper-plane:](mailto:[email protected]){ .md-button } |
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