State-of-the-art Danish Models - a danish-foundation-models Collection

updated 2 days ago

These models constitute state-of-the-art models for Danish within their respective domain (highlighted below the model).

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google/gemma-2-9b-it

Text Generation • Updated Aug 27 • 327k • • 604

Note Best performing open-weight model on ScandEval, ~7-9b generative model which has been instruction-tuned. Rank on ScandEval Danish NLG (2024/12/14): 1.69
google/gemma-2-9b

Text Generation • Updated Aug 7 • 138k • 616

Note Best performing open-weight model on ScandEval, ~7-9b generative model which hasn't been instruction-tuned. Rank on ScandEval Danish NLG (2024/12/14): 2.02
AI-Sweden-Models/roberta-large-1160k

Fill-Mask • Updated Apr 20 • 1.11k • 6

Note Large-sized encoder. Rank on ScandEval Danish NLU (2024/12/14): 1.38
vesteinn/DanskBERT

Fill-Mask • Updated May 11, 2023 • 1.82k • 5

Note Medium-sized encoder. Rank on ScandEval Danish NLU (2024/12/14): 1.56
ltg/norbert3-small

Fill-Mask • Updated Sep 26 • 103 • 2

Note Small-sized encoder. Rank on ScandEval Danish NLU (2024/12/14): 2.15
openai/whisper-large-v3

Automatic Speech Recognition • Updated Aug 12 • 4.16M • • 3.87k

Note Automatic speech recognition Word error rate on CoRal 28.3
jinaai/jina-embeddings-v3

Feature Extraction • Updated 22 days ago • 702k • 609

Note Large-sized embedding model with flexible embedding sizes and long-document understanding.
syvai/hviske-v2

Updated Oct 18 • 930 • 8

Note Automatic speech recognition based on Whisper 3 and fine-tuned on CoRal Word error rate on CoRal 11.8
intfloat/multilingual-e5-large-instruct

Feature Extraction • Updated Sep 26 • 223k • • 252

Note Large-sized embedding model with Instructions.
alexandrainst/roest-315m

Automatic Speech Recognition • Updated Oct 15 • 107 • 11

Note Speech Encoer (Wav2Vec2.0) Word error rate on CoRal 17.0
intfloat/multilingual-e5-large

Feature Extraction • Updated Feb 15 • 1.93M • 838

Note Large-sized embedding model.
intfloat/multilingual-e5-base

Sentence Similarity • Updated Feb 15 • 526k • 248

Note Medium-sized embedding model.
intfloat/multilingual-e5-small

Sentence Similarity • Updated Jul 29 • 821k • 162

Note Small-sized embedding model.
facebook/seamless-m4t-v2-large

Automatic Speech Recognition • Updated Jan 4 • 57.7k • 712

Note Machine translation (and other tasks)

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