OpenAI Codex
Publish Iconoclast research release
3236af9
Raw
History Blame Contribute Delete
3.25 kB
{
"model": "google/gemma-2-2b-it",
"study_checkpoint_dir": "/common/users/vp752/iconoclast_ilabs/checkpoints/gemma2-2b-seq",
"base_metrics": {
"refusals": 20,
"overrefusals": 4,
"harmful_marker_hits": 51,
"harmful_compliance_score": 0.46687499999999993,
"objective_regime": "refusal_reduction"
},
"pareto_trials": [
{
"index": 33,
"refusals": 1,
"overrefusals": 0,
"harmful_marker_hits": 2,
"harmful_compliance_score": 0.6854166666666666,
"objective_regime": "refusal_reduction",
"merge_penalty": 0.0,
"kl_divergence": 0.18489933013916016,
"direction_method": "mean",
"direction_scope": "global",
"direction_index": 17.39644304578948,
"direction_blend": 0.518857148550465,
"parameters": {
"attn.o_proj": {
"max_weight": 1.3097319950489419,
"max_weight_position": 15.170423455317254,
"min_weight": 0.4048379564530448,
"min_weight_distance": 12.325696697693427
},
"mlp.down_proj": {
"max_weight": 1.8381079612498168,
"max_weight_position": 22.13528928970058,
"min_weight": 1.7320857100777993,
"min_weight_distance": 13.690846822591785
}
},
"harmful_axis_metrics": {}
},
{
"index": 30,
"refusals": 2,
"overrefusals": 0,
"harmful_marker_hits": 2,
"harmful_compliance_score": 0.6502083333333335,
"objective_regime": "refusal_reduction",
"merge_penalty": 0.0,
"kl_divergence": 0.18217073380947113,
"direction_method": "mean",
"direction_scope": "global",
"direction_index": 16.451937007645025,
"direction_blend": 0.4440618960208035,
"parameters": {
"attn.o_proj": {
"max_weight": 1.8057060898159651,
"max_weight_position": 19.984434904037112,
"min_weight": 0.44650454405469425,
"min_weight_distance": 14.620100821848816
},
"mlp.down_proj": {
"max_weight": 1.7127451564806415,
"max_weight_position": 20.954344002491393,
"min_weight": 1.526231827300012,
"min_weight_distance": 13.25096787421839
}
},
"harmful_axis_metrics": {}
},
{
"index": 26,
"refusals": 3,
"overrefusals": 0,
"harmful_marker_hits": 3,
"harmful_compliance_score": 0.6982291666666667,
"objective_regime": "refusal_reduction",
"merge_penalty": 0.0,
"kl_divergence": 0.14583510160446167,
"direction_method": "variance",
"direction_scope": "global",
"direction_index": 15.03370265340769,
"direction_blend": 0.09524297173841478,
"parameters": {
"attn.o_proj": {
"max_weight": 1.8738445289261785,
"max_weight_position": 18.952393144953646,
"min_weight": 0.007193109525560186,
"min_weight_distance": 13.737333198768454
},
"mlp.down_proj": {
"max_weight": 1.578589273226791,
"max_weight_position": 10.646710843869595,
"min_weight": 1.540999399011012,
"min_weight_distance": 11.707974920105963
}
},
"harmful_axis_metrics": {}
}
]
}