Instructions to use latentMO/cotcontrol-ds41flash-rwsft1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
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How to use latentMO/cotcontrol-ds41flash-rwsft1 with PEFT:
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- Google Colab
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rwsft1: DeepSeek V4.1 Flash rewrite-SFT CoT-control
Research artifact from a MATS sprint on chain-of-thought controllability; a model organism for AI-safety research. Do not deploy.
SFT from obf2g step 25 on the policy's own CoTs rewritten into each control type's form. Run diary runs/2026-10-24_cot-control_rewrite-sft.md.
Each folder (ep2/) is a rank-32 PEFT LoRA adapter for deepseek-ai/DeepSeek-V4.1-Flash, exported from a Tinker training state;
tinker_provenance.json in each folder names the source tinker:// path. Training code, configs and evaluations: https://github.com/johntrob14/tricky_little_guys.
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Base model
deepseek-ai/DeepSeek-V4.1-Flash