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gemma4-31b-sdf-qa-sft
PS4CoT/gemma4-31b-sdf-qa-sft
gemma4-31b-sdf-qa-sft is a image-text-to-text model from PS4CoT. Use it for the image-text-to-text task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as gemma.
A control organism: Gemma-4-31B-it fine-tuned with supervised question-answer pairs that state the same 50 facts directly, instead of the synthetic documents used by the SDF organisms. It separates what the document r…
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At a glance
- Task
- Image-Text-to-Text
- Library
- transformers
- License
- gemma
- Model type
- gemma4
- Access
- Public
- Created
- Sep 6, 2026
- Updated
- Sep 6, 2026
- SHA
- bd56b7cd
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Base models
Model card
From the Hugging Face model README
gemma4-31b-sdf-qa-sft
A control organism: Gemma-4-31B-it fine-tuned with supervised question-answer pairs that state the same 50 facts directly, instead of the synthetic documents used by the SDF organisms. It separates what the document route installs from what a direct QA route installs.
Details
- Base model: Gemma-4-31B-it; full merged 16-bit weights.
- Training and evaluation code: the code repository CoT-Verse.
- Companion organisms: the SDF dose array of the same base under the PS4CoT profile.
Intended use
Research on chain-of-thought faithfulness and belief installation. Not an assistant.
- Task
- Image-Text-to-Text
- Library
- transformers
- Type
- gemma4
- License
- gemma
- Languages
- en
- Created
- Sep 6, 2026
- Updated
- Sep 6, 2026