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Open Source Model Profile · VAGOsolutions

SauerkrautLM-SOLAR-Instruct

SauerkrautLM-SOLAR-Instruct is a 10.73B-parameter instruction model from VAGOsolutions. According to the model card, it is a DPO-aligned German-focused fine-tune of upstage/SOLAR-10.7B-Instruct-v1.0 with CC-BY-NC-4.0 licensing.

Publisher
VAGOsolutions
Task
text-generation
Model type
llama
License
cc-by-nc-4.0
Library
transformers
Publication status
Accepted · not indexed

Model overview

SauerkrautLM-SOLAR-Instruct is published by VAGOsolutions as a text-generation model. The captured configuration identifies LlamaForCausalLM and Safetensors metadata reports 10,731,524,096 parameters. According to the model card, it is a fine-tuned model based on upstage/SOLAR-10.7B-Instruct-v1.0 for English and German, aligned with DPO on a German SauerkrautLM-DPO dataset plus translated preference data.

Recorded capabilities

SOLAR-10.7B-Instruct lineage

According to the model card, this is a Sauerkraut version of upstage/SOLAR-10.7B-Instruct-v1.0.

German DPO alignment

According to the model card, alignment used DPO on a German SauerkrautLM-DPO dataset with German data augmentation for natural phrasing, plus translated ultrafeedback and distilabel math-preference parts.

German prompt template

According to the model card, the prompt template uses a German system instruction with User and Assistant turns.

Contamination testing

According to the model card, the DPO dataset was contamination-tested against ARC, MMLU, TruthfulQA, and GSM8K with results below 0.1% thresholds.

Use cases in the source record

  • German-language instruction and conversational generation using the publisher's German system-prompt template at native-speaker level.
  • English and German assistant workflows drawing on the DPO alignment over math-preference and ultrafeedback-derived translated data.

Limitations and unknowns

  • The captured config architecture label differs from the card-described SOLAR base; lineage follows the publisher card claim.
  • Publisher-reported contamination-test figures are source claims and were not independently verified.
  • No context-window value was extracted from this record.
  • Provider state is historical snapshot data, not independently refreshed current availability.

Source and provenance

Source: VAGOsolutions/SauerkrautLM-SOLAR-Instruct

Captured: Unknown. Processed: 2026-09-07T19:34:38.490342+00:00.

VAGO solutions SauerkrautLM-SOLAR-Instruct Introducing SauerkrautLM-SOLAR-Instruct – our Sauerkraut version of the powerful upstage/SOLAR-10.7B-Instruct-v1.0 ! Aligned with DPO Table of Contents Overview of all SauerkrautLM-SOLAR-Instruct models Model Details Prompt template Training Dataset Data Contamination Test Evaluation Disclaimer Contact Collaborations Acknowledgement All SauerkrautLM-SOLAR-Instruct Models Model HF GPTQ GGUF AWQ SauerkrautLM-SOLAR-Instruct Link Link Link Link Model Details SauerkrautLM-SOLAR-Instruct Model Type: SauerkrautLM-SOLAR-Instruct is a finetuned Model based on upstage/SOLAR-10.7B-Instruct-v1.0 Langua…

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