136 lines
3.3 KiB
JSON
136 lines
3.3 KiB
JSON
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{
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"model": "Qwen/Qwen2.5-7B-Instruct",
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"num_layers": 28,
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"hidden_size": 3584,
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"direction_layer": 20,
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"refusal_subspace_rank": 3,
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"max_refusal_rank": 3,
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"multi_refusal": true,
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"multi_refusal_clusters": 6,
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"multi_refusal_min_norm": 0.08,
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"multi_refusal_min_separation": 0.05,
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"multi_refusal_min_coverage": 0.05,
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"initial_separation": 74.183,
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"baseline_refusal_rate": 0.9583,
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"baseline_eval_n": 24,
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"edited_refusal_rate": 0.0286,
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"refusal_metric": "classifier + weak guard",
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"harmless_kl_nats": 0.0948,
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"kl_backoff_steps": 0,
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"kl_layer_trim_steps": 0,
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"repair_steps": 0,
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"residual_repair": [],
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"guard_history": [
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{
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"iter": 0,
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"separation": 48.503,
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"ratio": 0.6538,
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"rank": 2,
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"refusal": 0.125,
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"kl": 0.0682
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},
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{
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"iter": 1,
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"separation": 37.3604,
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"ratio": 0.5036,
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"rank": 3,
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"refusal": 0.0625,
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"kl": 0.0887
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}
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],
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"layer_alphas": [
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0.562,
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0.562,
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0.562,
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0.562,
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0.562,
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0.562,
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0.562,
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1.125,
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1.13,
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1.169,
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1.207,
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1.289,
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1.262,
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1.285,
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1.358,
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1.396,
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1.418,
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1.467,
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1.487,
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1.496,
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1.491,
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0.562,
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0.562
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],
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"ple_layer_alphas": [],
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"ple_embed_alpha": 0.0,
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"ple_model_projection_alpha": 0.0,
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"embed_alpha": 0.084,
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"head_alpha": 0.478,
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"head_token_alpha": 0.0,
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"preserve_rank": 8,
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"preserve_source": "harmless",
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"pruned_layers": [],
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"layers_after_prune": 28,
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"elapsed_sec": 748.9,
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"profile": "balanced",
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"target_refusal": 0.05,
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"max_kl": 0.12,
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"kl_target": 0.04,
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"refusal_eval_path": "JailbreakBench/JBB-Behaviors@behaviors:harmful:Goal|/var/home/Heterodoxin/apostate/data/refusal_calibration.txt",
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"refusal_eval_n": 48,
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"kl_positions": 8,
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"kl_eval_path": "mlabonne/harmless_alpaca:test:text",
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"kl_eval_n": 48,
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"oblique_ablation": true,
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"oblique_strength": 1.0,
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"opt_capability": true,
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"opt_capability_weight": 2.5,
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"timings_sec": {
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"load_model": 12.6,
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"load_prompts": 5.3,
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"baseline_refusal": 12.3,
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"activation_fit": 82.5,
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"causal_scores": 1.9,
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"optimize_profile": 222.5,
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"guard": 17.6,
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"refine_refusal": 10.4,
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"validation_metrics": 0.0,
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"repair": 210.6,
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"prune": 0.0,
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"test_metrics": 157.0,
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"bake": 16.0
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},
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"command": "/var/home/Heterodoxin/apostate/apostate/cli.py --optimize --model Qwen/Qwen2.5-7B-Instruct --seed 0 --n-trials 16 --oblique-predictive --target-refusal 0.05 --refusal-eval-n 48 --kl-eval-n 48 --output-dir /var/home/Heterodoxin/qwen25_rebake_out",
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"optimized": true,
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"best_params": {
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"direction_source": "activations",
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"direction_layer_frac": 0.7420306856024312,
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"refusal_rank": 2,
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"strength": 1.3304489846989276,
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"band_center": 0.694578409610168,
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"band_width": 0.5088027167445976,
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"causal_mix": 0.2685319326357378,
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"causal_power": 1.9789446986943955,
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"direction_sign": 1.0,
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"ablate_embed": true,
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"embed_scale": 0.055873895941540415,
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"ablate_head": true,
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"head_scale": 0.02551694167411883,
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"head_alpha": 0.4252805559941053
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},
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"best_trial": {
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"refusal": 0.125,
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"kl": 0.0682,
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"capability_logprob": -7.7132,
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"capability_drift": 0.0
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},
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"n_trials": 16,
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"baked_to": "/var/home/Heterodoxin/qwen25_rebake_out"
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}
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