Pin the assistant-axis commit, sort safetensors headers, name the code repo
Browse files
README.md
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**Assistant-axis control.** The per-role control vectors come from the extraction pipeline of
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Lu et al. (2026), [safety-research/assistant-axis](https://github.com/safety-research/assistant-axis)
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(MIT), run on OLMo-3-7B-Instruct: five
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rollout scored 0-3 for role-play by that pipeline's judge. A role's vector is the mean layer-16
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activation over its rollouts scored 3 (`type: pos_3`); `default` is the mean over the
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unprompted rollouts (`type: mean`). Their mean L2 norm is 9.68, so equal coefficients do not
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is the one shipped, and the one the steering and geometry code used.
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- **Pairwise subset.** The 39 pairwise roles are the first 39 in alphabetical order
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(aberration through chimera), at alpha 2.5 with 50-pair vectors.
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- **
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## Intended use
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**Assistant-axis control.** The per-role control vectors come from the extraction pipeline of
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Lu et al. (2026), [safety-research/assistant-axis](https://github.com/safety-research/assistant-axis)
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(MIT), at commit `a98961956072224eaf244eb289d6c01700b63795`, run on OLMo-3-7B-Instruct: five
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role system prompts by 240 questions per role, each
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rollout scored 0-3 for role-play by that pipeline's judge. A role's vector is the mean layer-16
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activation over its rollouts scored 3 (`type: pos_3`); `default` is the mean over the
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unprompted rollouts (`type: mean`). Their mean L2 norm is 9.68, so equal coefficients do not
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is the one shipped, and the one the steering and geometry code used.
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- **Pairwise subset.** The 39 pairwise roles are the first 39 in alphabetical order
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(aberration through chimera), at alpha 2.5 with 50-pair vectors.
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- **Assistant-axis commit.** The source runs did not record which upstream commit they used.
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The commit above is upstream's latest; its Python code is identical to every commit from
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`05eca5bc` (15 January 2026) on, and the vectors were made before 22 March 2026, so only a
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clone from 13-15 January would have run different code.
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- **Not recorded in the source runs:** the OLMo-3-7B-Instruct revision and the number of pairs
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each role's judge accepted before reaching the 50-pair target.
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## Intended use
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manifest.json
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{
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"facts": {
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"alignment_questions": {
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"duplicated_question_entries": [
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"types": [
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"mean",
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"pos_3"
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]
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},
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"castvectors": {
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"created_at": {
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"bytes": 4526248,
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"checked": "bit-exact vs JSON and pt_vectors",
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"path": "vectors/castvectors_olmo3-7b-instruct_L16_n50.safetensors",
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"sha256": "
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"sources": [
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"bytes": 3950552,
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"checked": "bit-exact vs JSON",
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"path": "vectors/trait_vectors_olmo3-7b-instruct_L16_n40.safetensors",
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"sha256": "
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"zealot",
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"zeitgeist"
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],
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"source_repository": "HCAI-Lab-GT/casting-call-vectors",
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"source_revision": "4b54a4bc211f57f6c49d4824327c014549e9d815"
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}
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{
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"code_repository": "HCAI-Lab-GT/casting-call-vectors",
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"facts": {
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"alignment_questions": {
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"duplicated_question_entries": [
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"types": [
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"mean",
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"pos_3"
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],
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"upstream": {
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"commit": "a98961956072224eaf244eb289d6c01700b63795",
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"python_code_unchanged_since": "05eca5bcc845ab323e11c85fd653d77c8725b289",
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"recorded_by_source_run": false,
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"repository": "https://github.com/safety-research/assistant-axis"
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}
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},
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"castvectors": {
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"created_at": {
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"bytes": 4526248,
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"checked": "bit-exact vs JSON and pt_vectors",
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"path": "vectors/castvectors_olmo3-7b-instruct_L16_n50.safetensors",
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"sha256": "eae7c5f68a6cbd41b0c75c1b85ee2c87d45852d0833a0b141d44081b5cf6f132",
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"sources": [
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"bytes": 3950552,
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"checked": "bit-exact vs JSON",
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"path": "vectors/trait_vectors_olmo3-7b-instruct_L16_n40.safetensors",
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"sha256": "9a0baf3b1e9c8b2632779b48df639825aed907f6c25453ad93ea472a8a55d06c",
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"blob": "daec6ddce0995a157c2da6fce8fcd63d9c04ddfb",
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"zealot",
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"zeitgeist"
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],
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"source_repository": "HCAI-Lab-GT/casting-call-vectors-private",
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"source_revision": "4b54a4bc211f57f6c49d4824327c014549e9d815"
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}
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vectors/castvectors_olmo3-7b-instruct_L16_n50.safetensors
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vectors/trait_vectors_olmo3-7b-instruct_L16_n40.safetensors
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