Instructions to use TokenBender/circuit-discovery with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use TokenBender/circuit-discovery with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("TokenBender/circuit-discovery", dtype="auto") - Notebooks
- Google Colab
- Kaggle
Update artifact manifest for issue 13
Browse files
circuit-shotting/artifacts/HF_ARTIFACT_MANIFEST.md
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@@ -42,6 +42,14 @@ Hugging Face repo: `TokenBender/circuit-discovery`
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- GitHub branch bundle: `https://github.com/Occupying-Mars/circuit-shotting/releases/tag/tokenbender-experiments-issue12-20260426`
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- Branch bundle sha256: `3d20c30cc7cb42d75796741a99a2468575cf0b6916b9cb1cf315c65cf585e0ff`
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## Pre-Issue 9 / Legacy Exploratory Runs
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- Experiment family: older 2-digit and 3-digit ADACS, KL LoRA v1, max-recovery, position-interface, and success-vs-failure exploratory runs.
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- GitHub branch bundle: `https://github.com/Occupying-Mars/circuit-shotting/releases/tag/tokenbender-experiments-issue12-20260426`
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- Branch bundle sha256: `3d20c30cc7cb42d75796741a99a2468575cf0b6916b9cb1cf315c65cf585e0ff`
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## Issue 13: Regime-Routed Sparse Masks
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- Experiment: carry-regime-specific masks, union/core controls, and same-budget routing for 2-digit rank-32 KL arithmetic recovery.
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- HF path: `circuit-shotting/artifacts/issue13/regime_routed_masks/`
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- Archive sha256: `d5dbaf61f8bdfe4c391202a4caef074424d96fc6173f16713eb3edfa28ffafb5`
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- GitHub branch bundle: `https://github.com/Occupying-Mars/circuit-shotting/releases/tag/tokenbender-experiments-issue13-20260426`
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- Branch bundle sha256: `618efb436923a9cffdeb59582bf7591fd4f36fa79060bb38387a9666db363efd`
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## Pre-Issue 9 / Legacy Exploratory Runs
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- Experiment family: older 2-digit and 3-digit ADACS, KL LoRA v1, max-recovery, position-interface, and success-vs-failure exploratory runs.
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