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@@ -9,7 +9,9 @@ short_description: VLM assets for Llama-3.2-11B-Vision-Instruct
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  # ๐Ÿ‡ณ๐Ÿ‡ด๐Ÿ‡ฉ๐Ÿ‡ฐ Open Source Vision Language Model assets
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- Building on the philosophy of open source ๐Ÿฆ™, this repo is an effort to support development of small VLM's in the Scandinavian languages. Aa we are only fluent in Norwegian and Danish, we have focused on these two languages. However, we encourgage the community (๐Ÿ‡ซ๐Ÿ‡ฎ๐Ÿ‡ธ๐Ÿ‡ช๐Ÿ‡ซ๐Ÿ‡ด๐Ÿ‡ฎ๐Ÿ‡ธ๐Ÿ‡ฌ๐Ÿ‡ฑSamรญ) to help build on our work and extend the coverage. The current models and data focus on transcription and annotiation of documents in Norwegian and Danish, going beyond the capabilities of OCR.
 
 
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  # In these collections you will find:
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  - ๐Ÿ’ฝ Datasets for fine-tuning VLM
 
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  # ๐Ÿ‡ณ๐Ÿ‡ด๐Ÿ‡ฉ๐Ÿ‡ฐ Open Source Vision Language Model assets
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+ Building on the philosophy of open source ๐Ÿฆ™, this repo is an effort to support development of small VLM's in the Scandinavian languages. Aa we are only fluent in Norwegian and Danish, we have focused on these two languages. However, we encourgage the community (๐Ÿ‡ซ๐Ÿ‡ฎ๐Ÿ‡ธ๐Ÿ‡ช๐Ÿ‡ซ๐Ÿ‡ด๐Ÿ‡ฎ๐Ÿ‡ธ๐Ÿ‡ฌ๐Ÿ‡ฑSamรญ) to help build on our work and extend the coverage. The current models and data focus on transcription and annotiation of documents in Norwegian and Danish, going beyond the limitations of OCR.
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+ We expect this line of work to help businesses, government institutions and citizens alike. Please se <repo> for how to run inference on the final models.
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  # In these collections you will find:
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  - ๐Ÿ’ฝ Datasets for fine-tuning VLM