🥪 OpenFacedSandwich

Welcome to OpenFacedSandwich — a slightly absurd collection of Danish AI models, tools, and experiments… layered like a proper smørrebrød.

We build things that are:

• open 🧑‍🍳
• layered 🧠
• occasionally overengineered 😏

🍞 What’s on the menu?

🧠 DaMorph

A collection of experimental models exploring morphological segmentation for Danish NLP.

👉 Because Danish words are long… and deserve to be sliced properly.

Includes:

• DaMorph
• DaMorph Tokenizers (yes, we slice at every layer)
• DaMedSum

🏥 DaMedSum

Danish medical summarization models trained on LUMI HPC.

👉 Turning long, complicated medical text into something (slightly) more digestible.

Includes:

• T5-large
• large / base / small variants

🔪 Tokenizers (a.k.a. precision slicing)

Because no good sandwich starts without proper slicing.

• Morphological tokenizers for Danish
• Built to explore how structure impacts understanding

🥓 Philosophy

Why “OpenFacedSandwich”?

Because:

• Open-faced → everything is visible → open source
• Layers → models, tokens, systems
• Stacking → how we actually build AI

👉 We don’t just build models
👉 we assemble sandwiches

🤔 What to expect

• Serious experiments 🤓
• Slightly cursed ideas 😈
• Danish NLP in all its glory 🇩🇰
• Things that probably shouldn’t work… but do

⚡ Slogan

Open source never tasted this good.