jmcentire commited on
Commit
8e6b5af
·
verified ·
1 Parent(s): d5b969d

Upload folder using huggingface_hub

Browse files
phase3/sr_sweep_3B_code_both.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "3B",
3
+ "target_domain": "code",
4
+ "mode": "both",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 2.283232069079883,
8
+ "std_entropy": 1.2321023704086174,
9
+ "median_entropy": 2.02992775037721,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 2.2550652403472524,
14
+ "std_entropy": 1.166981563942015,
15
+ "median_entropy": 2.058303177930877,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 2.2209037203791544,
20
+ "std_entropy": 1.2510449826245142,
21
+ "median_entropy": 1.9153430157117821,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 2.3028430879959965,
26
+ "std_entropy": 1.2530216551107045,
27
+ "median_entropy": 1.9821118571771899,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 2.8776688626002764,
32
+ "std_entropy": 1.0366120727037513,
33
+ "median_entropy": 2.796362066387651,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 5.726351926892952,
38
+ "std_entropy": 1.1144646679738763,
39
+ "median_entropy": 5.711989887778405,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 7.143307582669206,
44
+ "std_entropy": 0.7949061239233127,
45
+ "median_entropy": 7.337344206521458,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 5.574308118312257,
50
+ "std_entropy": 0.24504963845403807,
51
+ "median_entropy": 5.539283485718598,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.01,
62
+ "baseline_entropy": 2.283232069079883,
63
+ "optimal_entropy": 2.2209037203791544,
64
+ "entropy_reduction": 0.062328348700728675,
65
+ "reduction_ratio": 0.027298297682830944
66
+ }
phase3/sr_sweep_3B_code_negative.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "3B",
3
+ "target_domain": "code",
4
+ "mode": "negative",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 2.283232069079883,
8
+ "std_entropy": 1.2321023704086174,
9
+ "median_entropy": 2.02992775037721,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 2.288021611236913,
14
+ "std_entropy": 1.1790821126975326,
15
+ "median_entropy": 2.01558230519614,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 2.298897164516826,
20
+ "std_entropy": 1.238821821952694,
21
+ "median_entropy": 1.9664418621680153,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 2.4171061302564048,
26
+ "std_entropy": 1.2990005460844904,
27
+ "median_entropy": 2.2777738173650524,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 2.553843249769635,
32
+ "std_entropy": 0.8356420181197997,
33
+ "median_entropy": 2.2907382246172023,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 4.548192787151754,
38
+ "std_entropy": 1.2997486439400217,
39
+ "median_entropy": 4.65937379034497,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 7.582849664495276,
44
+ "std_entropy": 0.463957125287143,
45
+ "median_entropy": 7.530211510175473,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 5.789253036234806,
50
+ "std_entropy": 0.2407326125433413,
51
+ "median_entropy": 5.815604605804927,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.0,
62
+ "baseline_entropy": 2.283232069079883,
63
+ "optimal_entropy": 2.283232069079883,
64
+ "entropy_reduction": 0.0,
65
+ "reduction_ratio": 0.0
66
+ }
phase3/sr_sweep_3B_code_positive.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "3B",
3
+ "target_domain": "code",
4
+ "mode": "positive",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 2.283232069079883,
8
+ "std_entropy": 1.2321023704086174,
9
+ "median_entropy": 2.02992775037721,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 2.276733765909328,
14
+ "std_entropy": 1.1744448505835776,
15
+ "median_entropy": 2.0972302380696757,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 2.327205979738001,
20
+ "std_entropy": 1.2489689735605876,
21
+ "median_entropy": 2.1062552796115,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 2.290283608104904,
26
+ "std_entropy": 1.2497683982372418,
27
+ "median_entropy": 2.033782697370735,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 2.3394320601385905,
32
+ "std_entropy": 1.178481541138871,
33
+ "median_entropy": 2.2449929955778805,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 2.7975933428932107,
38
+ "std_entropy": 0.9750223185735251,
39
+ "median_entropy": 2.678517723559566,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 5.27107552553708,
44
+ "std_entropy": 1.3710893751295998,
45
+ "median_entropy": 5.088932243229876,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 6.404182272652354,
50
+ "std_entropy": 0.49321390106701674,
51
+ "median_entropy": 6.354742453350347,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": 6.14850071770038,
56
+ "std_entropy": 0.358635939586526,
57
+ "median_entropy": 6.104509163639598,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.005,
62
+ "baseline_entropy": 2.283232069079883,
63
+ "optimal_entropy": 2.276733765909328,
64
+ "entropy_reduction": 0.006498303170554998,
65
+ "reduction_ratio": 0.002846098413979329
66
+ }
phase3/sr_sweep_3B_legal_both.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "3B",
3
+ "target_domain": "legal",
4
+ "mode": "both",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.5843474027053308,
8
+ "std_entropy": 0.6663400935776922,
9
+ "median_entropy": 1.3835317142337957,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.5996241997268545,
14
+ "std_entropy": 0.5839387978813131,
15
+ "median_entropy": 1.4694732480736974,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.5716088257684475,
20
+ "std_entropy": 0.5816766528562062,
21
+ "median_entropy": 1.4241247549519591,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.7752586313821666,
26
+ "std_entropy": 0.6579056960318358,
27
+ "median_entropy": 1.6884444310321842,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 2.3691273729573306,
32
+ "std_entropy": 0.8261768151049259,
33
+ "median_entropy": 2.210605448924112,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 5.817989165500625,
38
+ "std_entropy": 0.9004744048331275,
39
+ "median_entropy": 5.987427067928698,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 7.159331684117811,
44
+ "std_entropy": 0.47488878499257503,
45
+ "median_entropy": 7.171662168335242,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 5.680741363383911,
50
+ "std_entropy": 0.3060989092100111,
51
+ "median_entropy": 5.708487142824909,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.01,
62
+ "baseline_entropy": 1.5843474027053308,
63
+ "optimal_entropy": 1.5716088257684475,
64
+ "entropy_reduction": 0.012738576936883295,
65
+ "reduction_ratio": 0.00804026750391468
66
+ }
phase3/sr_sweep_3B_legal_negative.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "3B",
3
+ "target_domain": "legal",
4
+ "mode": "negative",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.5843474027053308,
8
+ "std_entropy": 0.6663400935776922,
9
+ "median_entropy": 1.3835317142337957,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.5912573772479477,
14
+ "std_entropy": 0.646485920657321,
15
+ "median_entropy": 1.406452878350528,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.6764189479628722,
20
+ "std_entropy": 0.69193647632654,
21
+ "median_entropy": 1.5168188885297909,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.7370852391601033,
26
+ "std_entropy": 0.6675410002239567,
27
+ "median_entropy": 1.6797713089184234,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 2.0967940441386146,
32
+ "std_entropy": 0.7791039249144059,
33
+ "median_entropy": 1.9364353782472037,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 4.97058235674857,
38
+ "std_entropy": 0.9134607997656198,
39
+ "median_entropy": 5.061750226499314,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 7.269437296128734,
44
+ "std_entropy": 0.7083581147811512,
45
+ "median_entropy": 7.398928778358866,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 5.723702923902556,
50
+ "std_entropy": 0.3789368372666265,
51
+ "median_entropy": 5.799061172357053,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.0,
62
+ "baseline_entropy": 1.5843474027053308,
63
+ "optimal_entropy": 1.5843474027053308,
64
+ "entropy_reduction": 0.0,
65
+ "reduction_ratio": 0.0
66
+ }
phase3/sr_sweep_3B_legal_positive.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "3B",
3
+ "target_domain": "legal",
4
+ "mode": "positive",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.5843474027053308,
8
+ "std_entropy": 0.6663400935776922,
9
+ "median_entropy": 1.3835317142337957,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.6116427674231892,
14
+ "std_entropy": 0.7267852770329273,
15
+ "median_entropy": 1.425980655046991,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.6073083898114011,
20
+ "std_entropy": 0.6884654201247835,
21
+ "median_entropy": 1.4107162435908074,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.6346224830206588,
26
+ "std_entropy": 0.698325778967851,
27
+ "median_entropy": 1.5356679447363029,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 1.8939570413685505,
32
+ "std_entropy": 0.8401672279810775,
33
+ "median_entropy": 1.5940451719398139,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 2.417619944156537,
38
+ "std_entropy": 1.0099643359340207,
39
+ "median_entropy": 2.2902482138589964,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 5.256900940362245,
44
+ "std_entropy": 0.8978556090707895,
45
+ "median_entropy": 5.405602497571733,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 5.772072993086175,
50
+ "std_entropy": 0.47267096176400575,
51
+ "median_entropy": 5.731025100062408,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": 4.917299772281406,
56
+ "std_entropy": 0.22775663920371356,
57
+ "median_entropy": 4.918377547464267,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.0,
62
+ "baseline_entropy": 1.5843474027053308,
63
+ "optimal_entropy": 1.5843474027053308,
64
+ "entropy_reduction": 0.0,
65
+ "reduction_ratio": 0.0
66
+ }
phase3/sr_sweep_3B_medical_both.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "3B",
3
+ "target_domain": "medical",
4
+ "mode": "both",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.4068635048107128,
8
+ "std_entropy": 0.479400374323553,
9
+ "median_entropy": 1.3544281060665844,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.4762522970080627,
14
+ "std_entropy": 0.5585869572463878,
15
+ "median_entropy": 1.3426016139781733,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.5234106275794583,
20
+ "std_entropy": 0.5811732845737335,
21
+ "median_entropy": 1.4252822013191175,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.6949395113731338,
26
+ "std_entropy": 0.6390280671856484,
27
+ "median_entropy": 1.7309665780341525,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 2.359967181247366,
32
+ "std_entropy": 1.116629444425922,
33
+ "median_entropy": 2.134306028214376,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 5.569690844787734,
38
+ "std_entropy": 1.085370885440851,
39
+ "median_entropy": 5.613965827418421,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 7.296698401240194,
44
+ "std_entropy": 0.4088252267451387,
45
+ "median_entropy": 7.292911642425599,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 5.689308382594558,
50
+ "std_entropy": 0.2315969832135109,
51
+ "median_entropy": 5.668321713610842,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.0,
62
+ "baseline_entropy": 1.4068635048107128,
63
+ "optimal_entropy": 1.4068635048107128,
64
+ "entropy_reduction": 0.0,
65
+ "reduction_ratio": 0.0
66
+ }
phase3/sr_sweep_3B_medical_negative.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "3B",
3
+ "target_domain": "medical",
4
+ "mode": "negative",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.4068635048107128,
8
+ "std_entropy": 0.479400374323553,
9
+ "median_entropy": 1.3544281060665844,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.4685876320356532,
14
+ "std_entropy": 0.5457779178373955,
15
+ "median_entropy": 1.3312203253699233,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.5004174055398238,
20
+ "std_entropy": 0.601249283354043,
21
+ "median_entropy": 1.3611686439784754,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.706721959810696,
26
+ "std_entropy": 0.5192408236608028,
27
+ "median_entropy": 1.8860855463026904,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 2.1000748847453323,
32
+ "std_entropy": 1.0783779863609542,
33
+ "median_entropy": 1.8404635853857225,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 4.423352336657668,
38
+ "std_entropy": 0.978758881959242,
39
+ "median_entropy": 4.464150001968742,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 6.935629552237114,
44
+ "std_entropy": 1.07818726969109,
45
+ "median_entropy": 7.241535211636872,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 5.7089949535398326,
50
+ "std_entropy": 0.5578325019547645,
51
+ "median_entropy": 5.748298296038941,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.0,
62
+ "baseline_entropy": 1.4068635048107128,
63
+ "optimal_entropy": 1.4068635048107128,
64
+ "entropy_reduction": 0.0,
65
+ "reduction_ratio": 0.0
66
+ }
phase3/sr_sweep_3B_medical_positive.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "3B",
3
+ "target_domain": "medical",
4
+ "mode": "positive",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.4068635048107128,
8
+ "std_entropy": 0.479400374323553,
9
+ "median_entropy": 1.3544281060665844,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.4283628321103463,
14
+ "std_entropy": 0.5288419445725077,
15
+ "median_entropy": 1.3264568699310382,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.4913895750425568,
20
+ "std_entropy": 0.5758619697049853,
21
+ "median_entropy": 1.3888967089961255,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.654803812320487,
26
+ "std_entropy": 0.7260078275492287,
27
+ "median_entropy": 1.518088843217689,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 1.665370464650763,
32
+ "std_entropy": 0.6444239511615241,
33
+ "median_entropy": 1.607756927558356,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 2.7559261588713406,
38
+ "std_entropy": 1.4012128982375853,
39
+ "median_entropy": 2.586046722557797,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 5.673456929773826,
44
+ "std_entropy": 0.6241316805586605,
45
+ "median_entropy": 5.609011800147547,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 6.373225664100831,
50
+ "std_entropy": 0.26717580667542934,
51
+ "median_entropy": 6.343933752678123,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": 5.611041409902187,
56
+ "std_entropy": 0.21706655435553263,
57
+ "median_entropy": 5.572332374282854,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.0,
62
+ "baseline_entropy": 1.4068635048107128,
63
+ "optimal_entropy": 1.4068635048107128,
64
+ "entropy_reduction": 0.0,
65
+ "reduction_ratio": 0.0
66
+ }
phase3/sr_sweep_3B_science_both.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "3B",
3
+ "target_domain": "science",
4
+ "mode": "both",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.802827355074546,
8
+ "std_entropy": 1.1954213839854915,
9
+ "median_entropy": 1.566992508536047,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.8828876893132964,
14
+ "std_entropy": 1.2152787544955743,
15
+ "median_entropy": 1.6050268420000884,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.9651723988090595,
20
+ "std_entropy": 1.5913435530157898,
21
+ "median_entropy": 1.5815917757790638,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 2.0357576848331354,
26
+ "std_entropy": 1.0162154745615553,
27
+ "median_entropy": 1.8411477298213477,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 2.5638582734202027,
32
+ "std_entropy": 1.4959605505416997,
33
+ "median_entropy": 2.0463183762277053,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 5.740507114123472,
38
+ "std_entropy": 1.0781537311651628,
39
+ "median_entropy": 5.682095478092495,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 7.015652549548467,
44
+ "std_entropy": 0.8085182186243768,
45
+ "median_entropy": 7.321500853700393,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 5.674176330459751,
50
+ "std_entropy": 0.41096986355928417,
51
+ "median_entropy": 5.60856988938254,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.0,
62
+ "baseline_entropy": 1.802827355074546,
63
+ "optimal_entropy": 1.802827355074546,
64
+ "entropy_reduction": 0.0,
65
+ "reduction_ratio": 0.0
66
+ }
phase3/sr_sweep_3B_science_negative.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "3B",
3
+ "target_domain": "science",
4
+ "mode": "negative",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.802827355074546,
8
+ "std_entropy": 1.1954213839854915,
9
+ "median_entropy": 1.566992508536047,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.8444239051718818,
14
+ "std_entropy": 1.2751696332706561,
15
+ "median_entropy": 1.4980698545861906,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.8588476490845025,
20
+ "std_entropy": 1.224794958440325,
21
+ "median_entropy": 1.594202150592337,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 2.271325471135058,
26
+ "std_entropy": 1.8268099806800921,
27
+ "median_entropy": 1.8435192931097535,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 2.2691357616948213,
32
+ "std_entropy": 0.8636504446624091,
33
+ "median_entropy": 2.1869386637970134,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 4.624037603526671,
38
+ "std_entropy": 1.1574014458189705,
39
+ "median_entropy": 4.735993750332698,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 7.437962198812919,
44
+ "std_entropy": 0.3767379779084078,
45
+ "median_entropy": 7.42258593588054,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 5.676460595754652,
50
+ "std_entropy": 0.3549644070738404,
51
+ "median_entropy": 5.671314542265012,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.0,
62
+ "baseline_entropy": 1.802827355074546,
63
+ "optimal_entropy": 1.802827355074546,
64
+ "entropy_reduction": 0.0,
65
+ "reduction_ratio": 0.0
66
+ }
phase3/sr_sweep_3B_science_positive.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "3B",
3
+ "target_domain": "science",
4
+ "mode": "positive",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.802827355074546,
8
+ "std_entropy": 1.1954213839854915,
9
+ "median_entropy": 1.566992508536047,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.831506533477801,
14
+ "std_entropy": 1.2240449122049941,
15
+ "median_entropy": 1.5710648867236974,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.8118272212303572,
20
+ "std_entropy": 1.2025526370572277,
21
+ "median_entropy": 1.5621778739325816,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.86100414873038,
26
+ "std_entropy": 1.0109237137936695,
27
+ "median_entropy": 1.7676748705489969,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 2.237760227797261,
32
+ "std_entropy": 1.6508288858872773,
33
+ "median_entropy": 1.6525158126627706,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 2.450535110912332,
38
+ "std_entropy": 1.0446798193991387,
39
+ "median_entropy": 2.3145099196473655,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 4.889829128867843,
44
+ "std_entropy": 1.2250973875850608,
45
+ "median_entropy": 4.8541044871759755,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 6.135636864108996,
50
+ "std_entropy": 0.6445836440005414,
51
+ "median_entropy": 6.04974241906485,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": 5.86838577823845,
56
+ "std_entropy": 0.416598978883243,
57
+ "median_entropy": 5.820229324088556,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.0,
62
+ "baseline_entropy": 1.802827355074546,
63
+ "optimal_entropy": 1.802827355074546,
64
+ "entropy_reduction": 0.0,
65
+ "reduction_ratio": 0.0
66
+ }
phase3/sr_sweep_7B_code_both.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "7B",
3
+ "target_domain": "code",
4
+ "mode": "both",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.6783621632685546,
8
+ "std_entropy": 0.6426336164081591,
9
+ "median_entropy": 1.6382242323273668,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.6560763149457274,
14
+ "std_entropy": 0.6112208269346739,
15
+ "median_entropy": 1.5763899340317153,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.7160223332413913,
20
+ "std_entropy": 0.7224229623905687,
21
+ "median_entropy": 1.5932052496415956,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.6696682243039729,
26
+ "std_entropy": 0.5694498706316776,
27
+ "median_entropy": 1.5358396637507203,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 2.4800274179395707,
32
+ "std_entropy": 0.9841854680439273,
33
+ "median_entropy": 2.2354029099270125,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 7.768680819678963,
38
+ "std_entropy": 0.99250205708777,
39
+ "median_entropy": 7.598210194076984,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 10.733921982585922,
44
+ "std_entropy": 0.22997141183458347,
45
+ "median_entropy": 10.717405049881203,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 9.54385754693119,
50
+ "std_entropy": 0.26463798644928377,
51
+ "median_entropy": 9.540094729804661,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.005,
62
+ "baseline_entropy": 1.6783621632685546,
63
+ "optimal_entropy": 1.6560763149457274,
64
+ "entropy_reduction": 0.022285848322827206,
65
+ "reduction_ratio": 0.01327833098872192
66
+ }
phase3/sr_sweep_7B_code_negative.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "7B",
3
+ "target_domain": "code",
4
+ "mode": "negative",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.6783621632685546,
8
+ "std_entropy": 0.6426336164081591,
9
+ "median_entropy": 1.6382242323273668,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.6248251727792045,
14
+ "std_entropy": 0.5888062346484562,
15
+ "median_entropy": 1.6315519770746654,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.665514410842357,
20
+ "std_entropy": 0.6127912560389994,
21
+ "median_entropy": 1.58284881515937,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.664018367777318,
26
+ "std_entropy": 0.6097220242387797,
27
+ "median_entropy": 1.531068258994984,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 2.0561178522560732,
32
+ "std_entropy": 0.7554868419295844,
33
+ "median_entropy": 1.9111614837842263,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 5.256392988530651,
38
+ "std_entropy": 1.23602058367668,
39
+ "median_entropy": 5.247906727507183,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 11.266596738173554,
44
+ "std_entropy": 0.16737934019290016,
45
+ "median_entropy": 11.262814823692068,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 9.668229738693205,
50
+ "std_entropy": 0.22976483158508038,
51
+ "median_entropy": 9.679549864563281,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.005,
62
+ "baseline_entropy": 1.6783621632685546,
63
+ "optimal_entropy": 1.6248251727792045,
64
+ "entropy_reduction": 0.05353699048935012,
65
+ "reduction_ratio": 0.03189835403884976
66
+ }
phase3/sr_sweep_7B_code_positive.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "7B",
3
+ "target_domain": "code",
4
+ "mode": "positive",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.6783621632685546,
8
+ "std_entropy": 0.6426336164081591,
9
+ "median_entropy": 1.6382242323273668,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.651731187304272,
14
+ "std_entropy": 0.5896453920005859,
15
+ "median_entropy": 1.6049323415550978,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.684830662239447,
20
+ "std_entropy": 0.6966083196899301,
21
+ "median_entropy": 1.581600978627813,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.6337115692915885,
26
+ "std_entropy": 0.5676763931725047,
27
+ "median_entropy": 1.5209937248389451,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 1.7347816906668136,
32
+ "std_entropy": 0.5485335545637259,
33
+ "median_entropy": 1.6274881041927025,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 2.346844943428077,
38
+ "std_entropy": 0.8547877791641277,
39
+ "median_entropy": 2.0617726965261802,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 7.568282070779847,
44
+ "std_entropy": 0.8588224404323327,
45
+ "median_entropy": 7.634543133147973,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 9.958920650404,
50
+ "std_entropy": 0.2684632955064644,
51
+ "median_entropy": 9.95422382988037,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.02,
62
+ "baseline_entropy": 1.6783621632685546,
63
+ "optimal_entropy": 1.6337115692915885,
64
+ "entropy_reduction": 0.044650593976966135,
65
+ "reduction_ratio": 0.026603670503397542
66
+ }
phase3/sr_sweep_7B_legal_both.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "7B",
3
+ "target_domain": "legal",
4
+ "mode": "both",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.5125204931958411,
8
+ "std_entropy": 0.7164774204121251,
9
+ "median_entropy": 1.3915032552757811,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.4643332541344587,
14
+ "std_entropy": 0.603793601642911,
15
+ "median_entropy": 1.445373929560183,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.4207449813076984,
20
+ "std_entropy": 0.5835777898086111,
21
+ "median_entropy": 1.1951083752060105,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.5140478107747861,
26
+ "std_entropy": 0.6962837918565273,
27
+ "median_entropy": 1.3505350894610908,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 1.8704217079759906,
32
+ "std_entropy": 0.7218702905720293,
33
+ "median_entropy": 1.7775633915359852,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 8.534272486792712,
38
+ "std_entropy": 1.231556281863741,
39
+ "median_entropy": 8.741405562911993,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 10.742264628564511,
44
+ "std_entropy": 0.26499808131536395,
45
+ "median_entropy": 10.710175528050499,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 9.591772953645895,
50
+ "std_entropy": 0.27016999619668985,
51
+ "median_entropy": 9.608939372852515,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.01,
62
+ "baseline_entropy": 1.5125204931958411,
63
+ "optimal_entropy": 1.4207449813076984,
64
+ "entropy_reduction": 0.0917755118881427,
65
+ "reduction_ratio": 0.060677202260068556
66
+ }
phase3/sr_sweep_7B_legal_negative.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "7B",
3
+ "target_domain": "legal",
4
+ "mode": "negative",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.5125204931958411,
8
+ "std_entropy": 0.7164774204121251,
9
+ "median_entropy": 1.3915032552757811,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.5275970196900408,
14
+ "std_entropy": 0.7044898537857142,
15
+ "median_entropy": 1.3607810331707033,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.4655432529468602,
20
+ "std_entropy": 0.7150993138102247,
21
+ "median_entropy": 1.1674341430497246,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.5464750735742367,
26
+ "std_entropy": 0.6426375251602938,
27
+ "median_entropy": 1.2987240423203952,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 1.7897449420600282,
32
+ "std_entropy": 0.8435322774076711,
33
+ "median_entropy": 1.5628475651133353,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 5.612403647460448,
38
+ "std_entropy": 1.3616575981240457,
39
+ "median_entropy": 5.781736055526478,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 11.061762368105414,
44
+ "std_entropy": 0.2407876354098677,
45
+ "median_entropy": 11.040813206230153,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 9.582260847371348,
50
+ "std_entropy": 0.26313941388234613,
51
+ "median_entropy": 9.54666002910906,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.01,
62
+ "baseline_entropy": 1.5125204931958411,
63
+ "optimal_entropy": 1.4655432529468602,
64
+ "entropy_reduction": 0.04697724024898098,
65
+ "reduction_ratio": 0.031058911571982494
66
+ }
phase3/sr_sweep_7B_legal_positive.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "7B",
3
+ "target_domain": "legal",
4
+ "mode": "positive",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.5125204931958411,
8
+ "std_entropy": 0.7164774204121251,
9
+ "median_entropy": 1.3915032552757811,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.4976510941412737,
14
+ "std_entropy": 0.6281150436508554,
15
+ "median_entropy": 1.4352425680855407,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.49737652255213,
20
+ "std_entropy": 0.6924663598604838,
21
+ "median_entropy": 1.306605593795387,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.5660637427500161,
26
+ "std_entropy": 0.7335612137562215,
27
+ "median_entropy": 1.4958095032712606,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 1.559778810167818,
32
+ "std_entropy": 0.6168061240103907,
33
+ "median_entropy": 1.3829949676743918,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 2.0351540593906927,
38
+ "std_entropy": 0.910300387641679,
39
+ "median_entropy": 1.7768926764969848,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 7.7807629253687765,
44
+ "std_entropy": 0.8976268783012162,
45
+ "median_entropy": 7.833679865133508,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 10.473558297205283,
50
+ "std_entropy": 0.20892477882095414,
51
+ "median_entropy": 10.475574092764205,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.01,
62
+ "baseline_entropy": 1.5125204931958411,
63
+ "optimal_entropy": 1.49737652255213,
64
+ "entropy_reduction": 0.015143970643711091,
65
+ "reduction_ratio": 0.010012406914046519
66
+ }
phase3/sr_sweep_7B_medical_both.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "7B",
3
+ "target_domain": "medical",
4
+ "mode": "both",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.3373772258755736,
8
+ "std_entropy": 0.48073466038803303,
9
+ "median_entropy": 1.3046032633786897,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.3148747548610245,
14
+ "std_entropy": 0.49757906631351523,
15
+ "median_entropy": 1.2972861270203677,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.3146667327396344,
20
+ "std_entropy": 0.480073405093899,
21
+ "median_entropy": 1.247113995504637,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.4370155240905154,
26
+ "std_entropy": 0.5022329522273735,
27
+ "median_entropy": 1.306765224886767,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 1.8551237657758073,
32
+ "std_entropy": 0.7345941849307202,
33
+ "median_entropy": 1.765268929282497,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 7.825578439982493,
38
+ "std_entropy": 1.1221441468867535,
39
+ "median_entropy": 7.8683398137761085,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 10.780230962114112,
44
+ "std_entropy": 0.18594675870086702,
45
+ "median_entropy": 10.772647489675691,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 9.54936292810278,
50
+ "std_entropy": 0.3111390290840661,
51
+ "median_entropy": 9.580186660284642,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.01,
62
+ "baseline_entropy": 1.3373772258755736,
63
+ "optimal_entropy": 1.3146667327396344,
64
+ "entropy_reduction": 0.022710493135939203,
65
+ "reduction_ratio": 0.016981366735231165
66
+ }
phase3/sr_sweep_7B_medical_negative.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "7B",
3
+ "target_domain": "medical",
4
+ "mode": "negative",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.3373772258755736,
8
+ "std_entropy": 0.48073466038803303,
9
+ "median_entropy": 1.3046032633786897,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.3144058415697384,
14
+ "std_entropy": 0.4637658980371812,
15
+ "median_entropy": 1.2387557668033273,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.3981263466661455,
20
+ "std_entropy": 0.6038529304097735,
21
+ "median_entropy": 1.151967825838031,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.3690813573403227,
26
+ "std_entropy": 0.5771904187032214,
27
+ "median_entropy": 1.2169167438210655,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 1.9803230921579111,
32
+ "std_entropy": 1.2161988614696642,
33
+ "median_entropy": 1.5472460829395807,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 5.7723339594605765,
38
+ "std_entropy": 1.0798119623808693,
39
+ "median_entropy": 5.705991380309324,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 11.199921718677228,
44
+ "std_entropy": 0.21373177627815057,
45
+ "median_entropy": 11.214697603624998,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 9.675739613051295,
50
+ "std_entropy": 0.28939693741721434,
51
+ "median_entropy": 9.672395764514857,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.005,
62
+ "baseline_entropy": 1.3373772258755736,
63
+ "optimal_entropy": 1.3144058415697384,
64
+ "entropy_reduction": 0.02297138430583523,
65
+ "reduction_ratio": 0.01717644346066682
66
+ }
phase3/sr_sweep_7B_medical_positive.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "7B",
3
+ "target_domain": "medical",
4
+ "mode": "positive",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.3373772258755736,
8
+ "std_entropy": 0.48073466038803303,
9
+ "median_entropy": 1.3046032633786897,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.342484525106896,
14
+ "std_entropy": 0.4992961437320811,
15
+ "median_entropy": 1.2090674243180772,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.3199084802026282,
20
+ "std_entropy": 0.46798407773122275,
21
+ "median_entropy": 1.218578287624882,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.2927114855124746,
26
+ "std_entropy": 0.44573727849818223,
27
+ "median_entropy": 1.156773589818588,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 1.3796188246657235,
32
+ "std_entropy": 0.5006825144017304,
33
+ "median_entropy": 1.2985735546835868,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 1.9708013447471089,
38
+ "std_entropy": 0.8008102402648383,
39
+ "median_entropy": 1.7810338646169201,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 8.044851379589955,
44
+ "std_entropy": 1.0098948118711628,
45
+ "median_entropy": 8.25589052654555,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 9.888711762821526,
50
+ "std_entropy": 0.29077359831449723,
51
+ "median_entropy": 9.920544303440941,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.02,
62
+ "baseline_entropy": 1.3373772258755736,
63
+ "optimal_entropy": 1.2927114855124746,
64
+ "entropy_reduction": 0.044665740363099005,
65
+ "reduction_ratio": 0.033398011794209065
66
+ }
phase3/sr_sweep_7B_science_both.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "7B",
3
+ "target_domain": "science",
4
+ "mode": "both",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.407465472640305,
8
+ "std_entropy": 0.5960940437848156,
9
+ "median_entropy": 1.3442526813774056,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.4077398856245156,
14
+ "std_entropy": 0.6295912790311518,
15
+ "median_entropy": 1.1339595494333174,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.4680350571974543,
20
+ "std_entropy": 0.6213344914373474,
21
+ "median_entropy": 1.452187243203353,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.657365861326867,
26
+ "std_entropy": 0.8772149965912913,
27
+ "median_entropy": 1.5516750795973389,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 1.8812111375656422,
32
+ "std_entropy": 0.9289890839834286,
33
+ "median_entropy": 1.5983838030353603,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 7.879510273859014,
38
+ "std_entropy": 1.1028603026949806,
39
+ "median_entropy": 8.040581559189668,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 10.761426755415183,
44
+ "std_entropy": 0.22867764068230248,
45
+ "median_entropy": 10.702664801149487,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 9.538319192337877,
50
+ "std_entropy": 0.24415925554991044,
51
+ "median_entropy": 9.549061343589804,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.0,
62
+ "baseline_entropy": 1.407465472640305,
63
+ "optimal_entropy": 1.407465472640305,
64
+ "entropy_reduction": 0.0,
65
+ "reduction_ratio": 0.0
66
+ }
phase3/sr_sweep_7B_science_negative.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "7B",
3
+ "target_domain": "science",
4
+ "mode": "negative",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.407465472640305,
8
+ "std_entropy": 0.5960940437848156,
9
+ "median_entropy": 1.3442526813774056,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.4278246043070053,
14
+ "std_entropy": 0.6268481387816288,
15
+ "median_entropy": 1.2871996494820583,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.4506737398100338,
20
+ "std_entropy": 0.6986054795648423,
21
+ "median_entropy": 1.3360077180339904,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.5460076632933695,
26
+ "std_entropy": 0.7575448085158064,
27
+ "median_entropy": 1.4462739233359527,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 1.763618106984083,
32
+ "std_entropy": 0.8161866148208475,
33
+ "median_entropy": 1.5707795733537417,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 5.5020586488355345,
38
+ "std_entropy": 1.3204824463265932,
39
+ "median_entropy": 5.73582866449447,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 11.008328168320762,
44
+ "std_entropy": 0.21326429880229386,
45
+ "median_entropy": 11.004795196752967,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 9.400610241126131,
50
+ "std_entropy": 0.2631437184917682,
51
+ "median_entropy": 9.42792481374832,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.0,
62
+ "baseline_entropy": 1.407465472640305,
63
+ "optimal_entropy": 1.407465472640305,
64
+ "entropy_reduction": 0.0,
65
+ "reduction_ratio": 0.0
66
+ }
phase3/sr_sweep_7B_science_positive.json ADDED
@@ -0,0 +1,66 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "scale": "7B",
3
+ "target_domain": "science",
4
+ "mode": "positive",
5
+ "sweep": {
6
+ "0.0": {
7
+ "mean_entropy": 1.407465472640305,
8
+ "std_entropy": 0.5960940437848156,
9
+ "median_entropy": 1.3442526813774056,
10
+ "n_probes": 40
11
+ },
12
+ "0.005": {
13
+ "mean_entropy": 1.4205143778594973,
14
+ "std_entropy": 0.6000870811461896,
15
+ "median_entropy": 1.3390570169334814,
16
+ "n_probes": 40
17
+ },
18
+ "0.01": {
19
+ "mean_entropy": 1.445442053078874,
20
+ "std_entropy": 0.6902491160764721,
21
+ "median_entropy": 1.1342206732270959,
22
+ "n_probes": 40
23
+ },
24
+ "0.02": {
25
+ "mean_entropy": 1.4661506153417307,
26
+ "std_entropy": 0.7955327701249055,
27
+ "median_entropy": 1.282104838095484,
28
+ "n_probes": 40
29
+ },
30
+ "0.05": {
31
+ "mean_entropy": 1.6765087301535686,
32
+ "std_entropy": 1.1069791565192355,
33
+ "median_entropy": 1.4411775676975713,
34
+ "n_probes": 40
35
+ },
36
+ "0.1": {
37
+ "mean_entropy": 2.1756712189496725,
38
+ "std_entropy": 1.4329638695365892,
39
+ "median_entropy": 1.9479474548545346,
40
+ "n_probes": 40
41
+ },
42
+ "0.2": {
43
+ "mean_entropy": 8.08796833845318,
44
+ "std_entropy": 1.2489463268739929,
45
+ "median_entropy": 8.009467702160439,
46
+ "n_probes": 40
47
+ },
48
+ "0.5": {
49
+ "mean_entropy": 10.625727439357238,
50
+ "std_entropy": 0.2161734310477523,
51
+ "median_entropy": 10.624153595081697,
52
+ "n_probes": 40
53
+ },
54
+ "1.0": {
55
+ "mean_entropy": NaN,
56
+ "std_entropy": NaN,
57
+ "median_entropy": NaN,
58
+ "n_probes": 40
59
+ }
60
+ },
61
+ "optimal_sigma": 0.0,
62
+ "baseline_entropy": 1.407465472640305,
63
+ "optimal_entropy": 1.407465472640305,
64
+ "entropy_reduction": 0.0,
65
+ "reduction_ratio": 0.0
66
+ }