Instructions to use latentMO/cotcontrol-inklingsmall-inkrl1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use latentMO/cotcontrol-inklingsmall-inkrl1 with PEFT:
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- Notebooks
- Google Colab
- Kaggle
inkrl1: Tinker LoRA run from the CoT-controllability sprint
Research artifact from a MATS sprint on chain-of-thought controllability; a model organism for AI-safety research. Do not deploy.
Run cotctl-inkrl1-s81b (training code under cot-control/rl/ or arena/rl/; config and checkpoints in results/rl/inkrl1/).
Each folder (step10/, step20/, step30/, step40/, step50/, step60/, step70/, step80/, step90/) is a rank-32 PEFT LoRA adapter for thinkingmachines/Inkling-Small, 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
thinkingmachines/Inkling-Small