tensor-roll / experiments /fidelity_resolution_report.json
SNAPKITTYWEST's picture
October 2026 main drop: mirror from GitHub
9e551a1 verified
Raw History Blame Contribute Delete
3.53 kB
{
"protocol": "V0 baseline vs V1 focused-distillation",
"prompts": [
[
3,
1,
4,
1
],
[
7,
7,
2,
9
],
[
0,
5,
5,
0
]
],
"n_tokens": 24,
"section6": {
"n_leaves": 148,
"baseline_decisions": {
"QUANTIZE": 65,
"PRESERVE": 83
},
"fidelity_aware_decisions": {
"QUANTIZE": 55,
"PRESERVE": 93
},
"n_decision_diffs": 12,
"baseline_cost": 11645.0,
"fidelity_cost": 11456.0
},
"V0": {
"agreement": "7/72",
"agree_frac": 0.09722222222222222,
"mean_kl": 1.547805292394603
},
"trace_V0": {
"agreement": "5/24",
"first_divergence": {
"position": 0,
"teacher_token": 30,
"student_token": 4,
"kl_div": 2.7323540578677252,
"js_div": 0.4399995705020577,
"first_diverging_layer": "layer_0",
"layer_hidden_rel_err": 1.0380715313927222,
"layer_attn_div": 0.1767730414867401,
"all_layer_hidden_rel_err": {
"layer_0": 1.0380715313927222
},
"above_hidden_thresh": {
"layer_0": 1.0380715313927222
}
},
"mean_kl": 2.5741920989727904,
"mean_js": 0.43385868451562576
},
"ablation_V0": [
{
"component": "baseline(student)",
"agreement": 0.10416666666666667,
"mean_kl": 2.337756615069645,
"delta_agree": 0,
"n_swapped": 0
},
{
"component": "mlp_down",
"agreement": 0.08333333333333333,
"mean_kl": 3.0453086743936697,
"delta_agree": -0.020833333333333343,
"delta_kl": 0.7075520593240245,
"n_swapped": 2
},
{
"component": "normalization",
"agreement": 0.0625,
"mean_kl": 3.8407641291009362,
"delta_agree": -0.04166666666666667,
"delta_kl": 1.503007514031291,
"n_swapped": 6
},
{
"component": "mlp_up",
"agreement": 0.041666666666666664,
"mean_kl": 3.3130315933929992,
"delta_agree": -0.0625,
"delta_kl": 0.9752749783233541,
"n_swapped": 2
},
{
"component": "embeddings",
"agreement": 0.020833333333333332,
"mean_kl": 3.8539798822845035,
"delta_agree": -0.08333333333333334,
"delta_kl": 1.5162232672148583,
"n_swapped": 1
},
{
"component": "attention_projections",
"agreement": 0.020833333333333332,
"mean_kl": 3.8425005798316954,
"delta_agree": -0.08333333333333334,
"delta_kl": 1.5047439647620502,
"n_swapped": 6
},
{
"component": "attention_output",
"agreement": 0.020833333333333332,
"mean_kl": 3.4268810943999513,
"delta_agree": -0.08333333333333334,
"delta_kl": 1.089124479330306,
"n_swapped": 2
},
{
"component": "output_head",
"agreement": 0.0,
"mean_kl": 2.535711207020847,
"delta_agree": -0.10416666666666667,
"delta_kl": 0.19795459195120202,
"n_swapped": 2
}
],
"V1": {
"agreement": "2/72",
"agree_frac": 0.027777777777777776,
"mean_kl": 1.2794614517510858
},
"delta_agree": -0.06944444444444445,
"delta_kl": -0.26834384064351724,
"V1b": {
"agreement": "4/72",
"agree_frac": 0.05555555555555555,
"mean_kl": 1.1872056255483905
},
"V1b_note": "V1 measured student_distilled.npz without finetune; V1b reruns finetune so V0 vs V1b differ only in the extra hidden/logit distillation stages.",
"delta_agree_V1b": -0.04166666666666667,
"delta_kl_V1b": -0.3605996668462126
}