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  1. runs/all_structures_generation_quality_qwen3_1.7B_kinfer_n2000.csv +13 -0
  2. runs/all_structures_generation_quality_qwen3_1.7B_kinfer_n2000.pdf +0 -0
  3. runs/all_structures_generation_quality_qwen3_1.7B_kinfer_n2000_by_depth.csv +121 -0
  4. runs/all_structures_generation_quality_qwen3_1.7B_n2000.csv +13 -0
  5. runs/all_structures_generation_quality_qwen3_1.7B_n2000.pdf +0 -0
  6. runs/all_structures_generation_quality_qwen3_1.7B_n2000_by_depth.csv +121 -0
  7. runs/all_structures_generation_quality_qwen3_4B_kinfer_n2000.csv +13 -0
  8. runs/all_structures_generation_quality_qwen3_4B_kinfer_n2000.pdf +0 -0
  9. runs/all_structures_generation_quality_qwen3_4B_kinfer_n2000_by_depth.csv +121 -0
  10. runs/all_structures_generation_quality_qwen3_8B_n100.csv +13 -0
  11. runs/all_structures_generation_quality_qwen3_8B_n100.pdf +0 -0
  12. runs/all_structures_generation_quality_qwen3_8B_n100_by_depth.csv +121 -0
  13. runs/all_structures_qwen3_4B_kinfer_generated_target_train_grid.csv +13 -0
  14. runs/all_structures_qwen3_4B_kinfer_generated_target_train_grid.pdf +0 -0
  15. runs/automaton_10_3_with_table_metrics.csv +6 -0
  16. runs/automaton_10_3_with_table_metrics_by_depth.csv +51 -0
  17. runs/available_structures_generation_quality_qwen3_8B_n2000.csv +8 -0
  18. runs/available_structures_generation_quality_qwen3_8B_n2000.pdf +0 -0
  19. runs/available_structures_generation_quality_qwen3_8B_n2000_by_depth.csv +71 -0
  20. runs/bench_jobs_per_gpu_1_1.log +16 -0
  21. runs/bench_jobs_per_gpu_2_1.log +16 -0
  22. runs/bench_jobs_per_gpu_2_2.log +16 -0
  23. runs/bench_jobs_per_gpu_3_1.log +16 -0
  24. runs/bench_jobs_per_gpu_3_2.log +16 -0
  25. runs/bench_jobs_per_gpu_3_3.log +16 -0
  26. runs/bench_jobs_per_gpu_4_1.log +16 -0
  27. runs/bench_jobs_per_gpu_4_2.log +16 -0
  28. runs/bench_jobs_per_gpu_4_3.log +16 -0
  29. runs/bench_jobs_per_gpu_4_4.log +16 -0
  30. runs/best_layer_length_generalization_layers0to25_final_only.csv +15 -0
  31. runs/finite_structure_length_generalization_best_layer_all_trained_layers_best_layers.csv +13 -0
  32. runs/finite_structure_length_generalization_best_layer_all_trained_layers_curves.csv +101 -0
  33. runs/finite_structure_length_generalization_best_layer_best_layers.csv +13 -0
  34. runs/finite_structure_length_generalization_best_layer_curves.csv +101 -0
  35. runs/kinfer_qwen3_4b_mi300x.yaml +35 -0
  36. runs/layers0to25_train1to5_best_layer_length_generalization_subplots.csv +8 -0
  37. runs/length_generalization_summary_train1to5_eval1to10_agg_last_layer06.csv +51 -0
  38. runs/modular_mod10_qwen8b_final_only_non_teacher_forced_accuracy.csv +5 -0
  39. runs/modular_mod10_qwen8b_final_only_teacher_forced_metrics.csv +5 -0
  40. runs/modular_strict_parse_accuracy_comparison.csv +6 -0
  41. runs/natural_final_answer_by_depth.csv +241 -0
  42. runs/natural_final_answer_comparison.csv +25 -0
  43. runs/natural_loose_step_format_rates.csv +13 -0
  44. runs/natural_step_heading_format_rates.csv +13 -0
  45. runs/prompt_variant_metrics.csv +49 -0
  46. runs/prompt_variant_metrics_by_depth.csv +481 -0
  47. runs/qwen8b_generated_target_remaining4.log +248 -0
  48. runs/qwen8b_generated_target_remaining4.pid +1 -0
  49. runs/qwen8b_state_size_generated_target_train1to5.log +0 -0
  50. runs/qwen8b_state_size_generated_target_train1to5.pid +1 -0
runs/all_structures_generation_quality_qwen3_1.7B_kinfer_n2000.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,label,experiment_id,state_cardinality,n,foundry_valid,has_box,final_correct,final_accuracy,format_ok,format_adherence
2
+ modular_mod10,Modular Z/10Z,fs_modular_mod10_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B_kinfer,10,20000,20000,20000,10135,0.50675,7977,0.39885
3
+ prime_field_f5,Prime Field F5,fs_prime_field_f5_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B_kinfer,5,20000,20000,20000,16221,0.81105,14035,0.70175
4
+ extension_field_f4,Extension Field F4,fs_extension_field_f4_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B_kinfer,4,20000,20000,19854,7445,0.37225,3524,0.1762
5
+ cyclic_c8,Cyclic Group C8,fs_cyclic_c8_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B_kinfer,8,20000,20000,20000,19954,0.9977,19857,0.99285
6
+ product_c2_c3,Product C2 x C3,fs_product_c2_c3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B_kinfer,6,20000,20000,20000,15644,0.7822,14800,0.74
7
+ permutation_s3,Permutation Group S3,fs_permutation_s3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B_kinfer,6,20000,20000,19635,4909,0.24545,2801,0.14005
8
+ dihedral_d4,Dihedral Group D4,fs_dihedral_d4_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B_kinfer,8,20000,20000,19946,2956,0.1478,844,0.0422
9
+ boolean_b3,Boolean Algebra B3,fs_boolean_b3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B_kinfer,8,20000,20000,19773,6866,0.3433,2749,0.13745
10
+ divisor_lattice_12,Divisor Lattice 12,fs_divisor_lattice_12_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B_kinfer,6,20000,20000,20000,19542,0.9771,18785,0.93925
11
+ matrix_ring_m2_f2,Matrix Ring M2(F2),fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B_kinfer,16,20000,20000,18488,11311,0.56555,7702,0.3851
12
+ gl2_f2,GL2(F2),fs_gl2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B_kinfer,6,20000,20000,15656,9442,0.4721,8874,0.4437
13
+ automaton_10_3,Automaton 10/3,fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B_kinfer,10,20000,20000,20000,11483,0.57415,9873,0.49365
runs/all_structures_generation_quality_qwen3_1.7B_kinfer_n2000.pdf ADDED
Binary file (36.5 kB). View file
 
runs/all_structures_generation_quality_qwen3_1.7B_kinfer_n2000_by_depth.csv ADDED
@@ -0,0 +1,121 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,label,depth,n,final_accuracy,format_adherence
2
+ modular_mod10,Modular Z/10Z,1,2000,0.5645,0.5645
3
+ modular_mod10,Modular Z/10Z,2,2000,0.576,0.52
4
+ modular_mod10,Modular Z/10Z,3,2000,0.6345,0.535
5
+ modular_mod10,Modular Z/10Z,4,2000,0.5145,0.3825
6
+ modular_mod10,Modular Z/10Z,5,2000,0.547,0.4115
7
+ modular_mod10,Modular Z/10Z,6,2000,0.534,0.4
8
+ modular_mod10,Modular Z/10Z,7,2000,0.4745,0.3445
9
+ modular_mod10,Modular Z/10Z,8,2000,0.4155,0.2785
10
+ modular_mod10,Modular Z/10Z,9,2000,0.4045,0.2735
11
+ modular_mod10,Modular Z/10Z,10,2000,0.4025,0.2785
12
+ prime_field_f5,Prime Field F5,1,2000,0.7545,0.7545
13
+ prime_field_f5,Prime Field F5,2,2000,0.858,0.8325
14
+ prime_field_f5,Prime Field F5,3,2000,0.8725,0.8275
15
+ prime_field_f5,Prime Field F5,4,2000,0.868,0.7975
16
+ prime_field_f5,Prime Field F5,5,2000,0.868,0.771
17
+ prime_field_f5,Prime Field F5,6,2000,0.819,0.682
18
+ prime_field_f5,Prime Field F5,7,2000,0.8105,0.6615
19
+ prime_field_f5,Prime Field F5,8,2000,0.7705,0.6
20
+ prime_field_f5,Prime Field F5,9,2000,0.756,0.5725
21
+ prime_field_f5,Prime Field F5,10,2000,0.7335,0.5185
22
+ extension_field_f4,Extension Field F4,1,2000,0.553,0.553
23
+ extension_field_f4,Extension Field F4,2,2000,0.465,0.3595
24
+ extension_field_f4,Extension Field F4,3,2000,0.386,0.2385
25
+ extension_field_f4,Extension Field F4,4,2000,0.363,0.183
26
+ extension_field_f4,Extension Field F4,5,2000,0.3485,0.14
27
+ extension_field_f4,Extension Field F4,6,2000,0.329,0.096
28
+ extension_field_f4,Extension Field F4,7,2000,0.329,0.064
29
+ extension_field_f4,Extension Field F4,8,2000,0.332,0.0485
30
+ extension_field_f4,Extension Field F4,9,2000,0.304,0.04
31
+ extension_field_f4,Extension Field F4,10,2000,0.313,0.0395
32
+ cyclic_c8,Cyclic Group C8,1,2000,1.0,1.0
33
+ cyclic_c8,Cyclic Group C8,2,2000,0.9995,0.994
34
+ cyclic_c8,Cyclic Group C8,3,2000,0.999,0.9985
35
+ cyclic_c8,Cyclic Group C8,4,2000,0.9995,0.998
36
+ cyclic_c8,Cyclic Group C8,5,2000,0.996,0.9935
37
+ cyclic_c8,Cyclic Group C8,6,2000,0.9985,0.994
38
+ cyclic_c8,Cyclic Group C8,7,2000,0.9985,0.992
39
+ cyclic_c8,Cyclic Group C8,8,2000,0.995,0.991
40
+ cyclic_c8,Cyclic Group C8,9,2000,0.994,0.983
41
+ cyclic_c8,Cyclic Group C8,10,2000,0.997,0.9845
42
+ product_c2_c3,Product C2 x C3,1,2000,0.874,0.874
43
+ product_c2_c3,Product C2 x C3,2,2000,0.7975,0.772
44
+ product_c2_c3,Product C2 x C3,3,2000,0.643,0.5825
45
+ product_c2_c3,Product C2 x C3,4,2000,0.6945,0.597
46
+ product_c2_c3,Product C2 x C3,5,2000,0.797,0.743
47
+ product_c2_c3,Product C2 x C3,6,2000,0.8465,0.816
48
+ product_c2_c3,Product C2 x C3,7,2000,0.7945,0.754
49
+ product_c2_c3,Product C2 x C3,8,2000,0.776,0.7335
50
+ product_c2_c3,Product C2 x C3,9,2000,0.786,0.746
51
+ product_c2_c3,Product C2 x C3,10,2000,0.813,0.782
52
+ permutation_s3,Permutation Group S3,1,2000,0.4615,0.4615
53
+ permutation_s3,Permutation Group S3,2,2000,0.411,0.384
54
+ permutation_s3,Permutation Group S3,3,2000,0.327,0.244
55
+ permutation_s3,Permutation Group S3,4,2000,0.262,0.1605
56
+ permutation_s3,Permutation Group S3,5,2000,0.1925,0.0705
57
+ permutation_s3,Permutation Group S3,6,2000,0.194,0.0515
58
+ permutation_s3,Permutation Group S3,7,2000,0.156,0.014
59
+ permutation_s3,Permutation Group S3,8,2000,0.151,0.0045
60
+ permutation_s3,Permutation Group S3,9,2000,0.1495,0.0055
61
+ permutation_s3,Permutation Group S3,10,2000,0.15,0.0045
62
+ dihedral_d4,Dihedral Group D4,1,2000,0.286,0.286
63
+ dihedral_d4,Dihedral Group D4,2,2000,0.1925,0.0785
64
+ dihedral_d4,Dihedral Group D4,3,2000,0.1385,0.0285
65
+ dihedral_d4,Dihedral Group D4,4,2000,0.1335,0.019
66
+ dihedral_d4,Dihedral Group D4,5,2000,0.1185,0.008
67
+ dihedral_d4,Dihedral Group D4,6,2000,0.1315,0.0015
68
+ dihedral_d4,Dihedral Group D4,7,2000,0.1265,0.0
69
+ dihedral_d4,Dihedral Group D4,8,2000,0.1065,0.0005
70
+ dihedral_d4,Dihedral Group D4,9,2000,0.124,0.0
71
+ dihedral_d4,Dihedral Group D4,10,2000,0.1205,0.0
72
+ boolean_b3,Boolean Algebra B3,1,2000,0.5855,0.585
73
+ boolean_b3,Boolean Algebra B3,2,2000,0.4175,0.3195
74
+ boolean_b3,Boolean Algebra B3,3,2000,0.423,0.2285
75
+ boolean_b3,Boolean Algebra B3,4,2000,0.3475,0.1225
76
+ boolean_b3,Boolean Algebra B3,5,2000,0.3045,0.052
77
+ boolean_b3,Boolean Algebra B3,6,2000,0.2835,0.0325
78
+ boolean_b3,Boolean Algebra B3,7,2000,0.276,0.0115
79
+ boolean_b3,Boolean Algebra B3,8,2000,0.266,0.0095
80
+ boolean_b3,Boolean Algebra B3,9,2000,0.2495,0.008
81
+ boolean_b3,Boolean Algebra B3,10,2000,0.28,0.0055
82
+ divisor_lattice_12,Divisor Lattice 12,1,2000,0.975,0.975
83
+ divisor_lattice_12,Divisor Lattice 12,2,2000,0.9715,0.9715
84
+ divisor_lattice_12,Divisor Lattice 12,3,2000,0.991,0.984
85
+ divisor_lattice_12,Divisor Lattice 12,4,2000,0.99,0.9755
86
+ divisor_lattice_12,Divisor Lattice 12,5,2000,0.9915,0.972
87
+ divisor_lattice_12,Divisor Lattice 12,6,2000,0.976,0.9325
88
+ divisor_lattice_12,Divisor Lattice 12,7,2000,0.9785,0.938
89
+ divisor_lattice_12,Divisor Lattice 12,8,2000,0.9505,0.86
90
+ divisor_lattice_12,Divisor Lattice 12,9,2000,0.9685,0.889
91
+ divisor_lattice_12,Divisor Lattice 12,10,2000,0.9785,0.895
92
+ matrix_ring_m2_f2,Matrix Ring M2(F2),1,2000,0.501,0.501
93
+ matrix_ring_m2_f2,Matrix Ring M2(F2),2,2000,0.598,0.5805
94
+ matrix_ring_m2_f2,Matrix Ring M2(F2),3,2000,0.7345,0.691
95
+ matrix_ring_m2_f2,Matrix Ring M2(F2),4,2000,0.6635,0.55
96
+ matrix_ring_m2_f2,Matrix Ring M2(F2),5,2000,0.6045,0.44
97
+ matrix_ring_m2_f2,Matrix Ring M2(F2),6,2000,0.55,0.303
98
+ matrix_ring_m2_f2,Matrix Ring M2(F2),7,2000,0.513,0.2555
99
+ matrix_ring_m2_f2,Matrix Ring M2(F2),8,2000,0.512,0.1995
100
+ matrix_ring_m2_f2,Matrix Ring M2(F2),9,2000,0.4745,0.1535
101
+ matrix_ring_m2_f2,Matrix Ring M2(F2),10,2000,0.5045,0.177
102
+ gl2_f2,GL2(F2),1,2000,0.2175,0.2175
103
+ gl2_f2,GL2(F2),2,2000,0.232,0.2165
104
+ gl2_f2,GL2(F2),3,2000,0.38,0.3645
105
+ gl2_f2,GL2(F2),4,2000,0.565,0.5515
106
+ gl2_f2,GL2(F2),5,2000,0.6425,0.618
107
+ gl2_f2,GL2(F2),6,2000,0.679,0.6565
108
+ gl2_f2,GL2(F2),7,2000,0.6635,0.6355
109
+ gl2_f2,GL2(F2),8,2000,0.493,0.441
110
+ gl2_f2,GL2(F2),9,2000,0.4395,0.383
111
+ gl2_f2,GL2(F2),10,2000,0.409,0.353
112
+ automaton_10_3,Automaton 10/3,1,2000,0.94,0.94
113
+ automaton_10_3,Automaton 10/3,2,2000,0.6515,0.6505
114
+ automaton_10_3,Automaton 10/3,3,2000,0.6115,0.581
115
+ automaton_10_3,Automaton 10/3,4,2000,0.614,0.577
116
+ automaton_10_3,Automaton 10/3,5,2000,0.5895,0.541
117
+ automaton_10_3,Automaton 10/3,6,2000,0.488,0.401
118
+ automaton_10_3,Automaton 10/3,7,2000,0.499,0.3895
119
+ automaton_10_3,Automaton 10/3,8,2000,0.499,0.361
120
+ automaton_10_3,Automaton 10/3,9,2000,0.4285,0.2645
121
+ automaton_10_3,Automaton 10/3,10,2000,0.4205,0.231
runs/all_structures_generation_quality_qwen3_1.7B_n2000.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,label,experiment_id,state_cardinality,n,foundry_valid,has_box,final_correct,final_accuracy,format_ok,format_adherence
2
+ modular_mod10,Modular Z/10Z,fs_modular_mod10_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,10,20000,20000,19393,14367,0.71835,1949,0.09745
3
+ prime_field_f5,Prime Field F5,fs_prime_field_f5_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,5,20000,20000,18713,13443,0.67215,3196,0.1598
4
+ extension_field_f4,Extension Field F4,fs_extension_field_f4_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,4,20000,20000,18441,7078,0.3539,1762,0.0881
5
+ cyclic_c8,Cyclic Group C8,fs_cyclic_c8_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,8,20000,20000,19539,16267,0.81335,235,0.01175
6
+ product_c2_c3,Product C2 x C3,fs_product_c2_c3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,6,20000,20000,19310,14736,0.7368,8391,0.41955
7
+ permutation_s3,Permutation Group S3,fs_permutation_s3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,6,20000,20000,19824,5097,0.25485,2013,0.10065
8
+ dihedral_d4,Dihedral Group D4,fs_dihedral_d4_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,8,20000,20000,18938,3079,0.15395,761,0.03805
9
+ boolean_b3,Boolean Algebra B3,fs_boolean_b3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,8,20000,20000,17816,6221,0.31105,1421,0.07105
10
+ divisor_lattice_12,Divisor Lattice 12,fs_divisor_lattice_12_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,6,20000,20000,17711,17575,0.87875,9296,0.4648
11
+ matrix_ring_m2_f2,Matrix Ring M2(F2),fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,16,20000,20000,17219,8457,0.42285,2687,0.13435
12
+ gl2_f2,GL2(F2),fs_gl2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,6,20000,20000,8631,3682,0.1841,1020,0.051
13
+ automaton_10_3,Automaton 10/3,fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,10,20000,19999,19750,2043,0.10215,348,0.0174
runs/all_structures_generation_quality_qwen3_1.7B_n2000.pdf ADDED
Binary file (36.5 kB). View file
 
runs/all_structures_generation_quality_qwen3_1.7B_n2000_by_depth.csv ADDED
@@ -0,0 +1,121 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,label,depth,n,final_accuracy,format_adherence
2
+ modular_mod10,Modular Z/10Z,1,2000,0.912,0.688
3
+ modular_mod10,Modular Z/10Z,2,2000,0.6845,0.0
4
+ modular_mod10,Modular Z/10Z,3,2000,0.8165,0.0145
5
+ modular_mod10,Modular Z/10Z,4,2000,0.749,0.0155
6
+ modular_mod10,Modular Z/10Z,5,2000,0.7275,0.032
7
+ modular_mod10,Modular Z/10Z,6,2000,0.6905,0.035
8
+ modular_mod10,Modular Z/10Z,7,2000,0.633,0.033
9
+ modular_mod10,Modular Z/10Z,8,2000,0.6655,0.0375
10
+ modular_mod10,Modular Z/10Z,9,2000,0.592,0.046
11
+ modular_mod10,Modular Z/10Z,10,2000,0.713,0.073
12
+ prime_field_f5,Prime Field F5,1,2000,0.6165,0.6165
13
+ prime_field_f5,Prime Field F5,2,2000,0.3905,0.0435
14
+ prime_field_f5,Prime Field F5,3,2000,0.6035,0.1095
15
+ prime_field_f5,Prime Field F5,4,2000,0.7585,0.083
16
+ prime_field_f5,Prime Field F5,5,2000,0.7105,0.075
17
+ prime_field_f5,Prime Field F5,6,2000,0.72,0.1135
18
+ prime_field_f5,Prime Field F5,7,2000,0.74,0.1485
19
+ prime_field_f5,Prime Field F5,8,2000,0.7665,0.128
20
+ prime_field_f5,Prime Field F5,9,2000,0.7225,0.158
21
+ prime_field_f5,Prime Field F5,10,2000,0.693,0.1225
22
+ extension_field_f4,Extension Field F4,1,2000,0.569,0.449
23
+ extension_field_f4,Extension Field F4,2,2000,0.2975,0.07
24
+ extension_field_f4,Extension Field F4,3,2000,0.311,0.0725
25
+ extension_field_f4,Extension Field F4,4,2000,0.3495,0.051
26
+ extension_field_f4,Extension Field F4,5,2000,0.339,0.045
27
+ extension_field_f4,Extension Field F4,6,2000,0.3295,0.056
28
+ extension_field_f4,Extension Field F4,7,2000,0.333,0.039
29
+ extension_field_f4,Extension Field F4,8,2000,0.351,0.041
30
+ extension_field_f4,Extension Field F4,9,2000,0.334,0.031
31
+ extension_field_f4,Extension Field F4,10,2000,0.3255,0.0265
32
+ cyclic_c8,Cyclic Group C8,1,2000,0.022,0.022
33
+ cyclic_c8,Cyclic Group C8,2,2000,0.786,0.033
34
+ cyclic_c8,Cyclic Group C8,3,2000,0.901,0.0035
35
+ cyclic_c8,Cyclic Group C8,4,2000,0.9465,0.01
36
+ cyclic_c8,Cyclic Group C8,5,2000,0.858,0.014
37
+ cyclic_c8,Cyclic Group C8,6,2000,0.9,0.0185
38
+ cyclic_c8,Cyclic Group C8,7,2000,0.9305,0.0025
39
+ cyclic_c8,Cyclic Group C8,8,2000,0.9485,0.005
40
+ cyclic_c8,Cyclic Group C8,9,2000,0.8905,0.007
41
+ cyclic_c8,Cyclic Group C8,10,2000,0.9505,0.002
42
+ product_c2_c3,Product C2 x C3,1,2000,0.9195,0.9195
43
+ product_c2_c3,Product C2 x C3,2,2000,0.636,0.2675
44
+ product_c2_c3,Product C2 x C3,3,2000,0.7965,0.413
45
+ product_c2_c3,Product C2 x C3,4,2000,0.7755,0.4405
46
+ product_c2_c3,Product C2 x C3,5,2000,0.7685,0.3985
47
+ product_c2_c3,Product C2 x C3,6,2000,0.73,0.333
48
+ product_c2_c3,Product C2 x C3,7,2000,0.702,0.295
49
+ product_c2_c3,Product C2 x C3,8,2000,0.6795,0.4125
50
+ product_c2_c3,Product C2 x C3,9,2000,0.7075,0.411
51
+ product_c2_c3,Product C2 x C3,10,2000,0.653,0.305
52
+ permutation_s3,Permutation Group S3,1,2000,0.5695,0.5695
53
+ permutation_s3,Permutation Group S3,2,2000,0.396,0.066
54
+ permutation_s3,Permutation Group S3,3,2000,0.3025,0.1745
55
+ permutation_s3,Permutation Group S3,4,2000,0.233,0.0895
56
+ permutation_s3,Permutation Group S3,5,2000,0.202,0.0575
57
+ permutation_s3,Permutation Group S3,6,2000,0.1825,0.035
58
+ permutation_s3,Permutation Group S3,7,2000,0.1615,0.008
59
+ permutation_s3,Permutation Group S3,8,2000,0.165,0.003
60
+ permutation_s3,Permutation Group S3,9,2000,0.1685,0.002
61
+ permutation_s3,Permutation Group S3,10,2000,0.168,0.0015
62
+ dihedral_d4,Dihedral Group D4,1,2000,0.3305,0.3305
63
+ dihedral_d4,Dihedral Group D4,2,2000,0.194,0.03
64
+ dihedral_d4,Dihedral Group D4,3,2000,0.14,0.009
65
+ dihedral_d4,Dihedral Group D4,4,2000,0.1225,0.0045
66
+ dihedral_d4,Dihedral Group D4,5,2000,0.1235,0.001
67
+ dihedral_d4,Dihedral Group D4,6,2000,0.1295,0.002
68
+ dihedral_d4,Dihedral Group D4,7,2000,0.1255,0.002
69
+ dihedral_d4,Dihedral Group D4,8,2000,0.1235,0.0015
70
+ dihedral_d4,Dihedral Group D4,9,2000,0.1285,0.0
71
+ dihedral_d4,Dihedral Group D4,10,2000,0.122,0.0
72
+ boolean_b3,Boolean Algebra B3,1,2000,0.509,0.4435
73
+ boolean_b3,Boolean Algebra B3,2,2000,0.3585,0.1105
74
+ boolean_b3,Boolean Algebra B3,3,2000,0.313,0.065
75
+ boolean_b3,Boolean Algebra B3,4,2000,0.2895,0.035
76
+ boolean_b3,Boolean Algebra B3,5,2000,0.2745,0.0145
77
+ boolean_b3,Boolean Algebra B3,6,2000,0.2905,0.013
78
+ boolean_b3,Boolean Algebra B3,7,2000,0.2805,0.0095
79
+ boolean_b3,Boolean Algebra B3,8,2000,0.2545,0.0045
80
+ boolean_b3,Boolean Algebra B3,9,2000,0.2575,0.0085
81
+ boolean_b3,Boolean Algebra B3,10,2000,0.283,0.0065
82
+ divisor_lattice_12,Divisor Lattice 12,1,2000,0.925,0.925
83
+ divisor_lattice_12,Divisor Lattice 12,2,2000,0.2385,0.113
84
+ divisor_lattice_12,Divisor Lattice 12,3,2000,0.7035,0.243
85
+ divisor_lattice_12,Divisor Lattice 12,4,2000,0.963,0.1835
86
+ divisor_lattice_12,Divisor Lattice 12,5,2000,0.984,0.313
87
+ divisor_lattice_12,Divisor Lattice 12,6,2000,0.9945,0.4255
88
+ divisor_lattice_12,Divisor Lattice 12,7,2000,0.995,0.413
89
+ divisor_lattice_12,Divisor Lattice 12,8,2000,0.993,0.4925
90
+ divisor_lattice_12,Divisor Lattice 12,9,2000,0.994,0.767
91
+ divisor_lattice_12,Divisor Lattice 12,10,2000,0.997,0.7725
92
+ matrix_ring_m2_f2,Matrix Ring M2(F2),1,2000,0.745,0.745
93
+ matrix_ring_m2_f2,Matrix Ring M2(F2),2,2000,0.545,0.0435
94
+ matrix_ring_m2_f2,Matrix Ring M2(F2),3,2000,0.558,0.079
95
+ matrix_ring_m2_f2,Matrix Ring M2(F2),4,2000,0.5115,0.1025
96
+ matrix_ring_m2_f2,Matrix Ring M2(F2),5,2000,0.405,0.105
97
+ matrix_ring_m2_f2,Matrix Ring M2(F2),6,2000,0.299,0.0575
98
+ matrix_ring_m2_f2,Matrix Ring M2(F2),7,2000,0.2835,0.0555
99
+ matrix_ring_m2_f2,Matrix Ring M2(F2),8,2000,0.322,0.07
100
+ matrix_ring_m2_f2,Matrix Ring M2(F2),9,2000,0.263,0.039
101
+ matrix_ring_m2_f2,Matrix Ring M2(F2),10,2000,0.2965,0.0465
102
+ gl2_f2,GL2(F2),1,2000,0.218,0.218
103
+ gl2_f2,GL2(F2),2,2000,0.4805,0.036
104
+ gl2_f2,GL2(F2),3,2000,0.293,0.024
105
+ gl2_f2,GL2(F2),4,2000,0.2205,0.0485
106
+ gl2_f2,GL2(F2),5,2000,0.122,0.0495
107
+ gl2_f2,GL2(F2),6,2000,0.1065,0.0305
108
+ gl2_f2,GL2(F2),7,2000,0.095,0.027
109
+ gl2_f2,GL2(F2),8,2000,0.1125,0.034
110
+ gl2_f2,GL2(F2),9,2000,0.0825,0.0185
111
+ gl2_f2,GL2(F2),10,2000,0.1105,0.024
112
+ automaton_10_3,Automaton 10/3,1,2000,0.144,0.144
113
+ automaton_10_3,Automaton 10/3,2,2000,0.108,0.019
114
+ automaton_10_3,Automaton 10/3,3,2000,0.108,0.009
115
+ automaton_10_3,Automaton 10/3,4,2000,0.1025,0.0015
116
+ automaton_10_3,Automaton 10/3,5,2000,0.101,0.0
117
+ automaton_10_3,Automaton 10/3,6,2000,0.0865,0.0005
118
+ automaton_10_3,Automaton 10/3,7,2000,0.0995,0.0
119
+ automaton_10_3,Automaton 10/3,8,2000,0.096,0.0
120
+ automaton_10_3,Automaton 10/3,9,2000,0.09,0.0
121
+ automaton_10_3,Automaton 10/3,10,2000,0.086,0.0
runs/all_structures_generation_quality_qwen3_4B_kinfer_n2000.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,label,experiment_id,state_cardinality,n,foundry_valid,has_box,final_correct,final_accuracy,format_ok,format_adherence
2
+ modular_mod10,Modular Z/10Z,fs_modular_mod10_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer,10,20000,20000,20000,18115,0.90575,17720,0.886
3
+ prime_field_f5,Prime Field F5,fs_prime_field_f5_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer,5,20000,20000,20000,19241,0.96205,18639,0.93195
4
+ extension_field_f4,Extension Field F4,fs_extension_field_f4_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer,4,20000,20000,19997,10367,0.51835,6658,0.3329
5
+ cyclic_c8,Cyclic Group C8,fs_cyclic_c8_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer,8,20000,20000,20000,19869,0.99345,19617,0.98085
6
+ product_c2_c3,Product C2 x C3,fs_product_c2_c3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer,6,20000,20000,20000,17250,0.8625,17017,0.85085
7
+ permutation_s3,Permutation Group S3,fs_permutation_s3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer,6,20000,20000,19994,8345,0.41725,6754,0.3377
8
+ dihedral_d4,Dihedral Group D4,fs_dihedral_d4_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer,8,20000,20000,19995,4692,0.2346,2784,0.1392
9
+ boolean_b3,Boolean Algebra B3,fs_boolean_b3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer,8,20000,20000,19786,10693,0.53465,5865,0.29325
10
+ divisor_lattice_12,Divisor Lattice 12,fs_divisor_lattice_12_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer,6,20000,20000,20000,19973,0.99865,19910,0.9955
11
+ matrix_ring_m2_f2,Matrix Ring M2(F2),fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer,16,20000,20000,15200,11751,0.58755,10315,0.51575
12
+ gl2_f2,GL2(F2),fs_gl2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer,6,20000,20000,2360,628,0.0314,457,0.02285
13
+ automaton_10_3,Automaton 10/3,fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer,10,20000,20000,20000,17133,0.85665,16574,0.8287
runs/all_structures_generation_quality_qwen3_4B_kinfer_n2000.pdf ADDED
Binary file (36.3 kB). View file
 
runs/all_structures_generation_quality_qwen3_4B_kinfer_n2000_by_depth.csv ADDED
@@ -0,0 +1,121 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,label,depth,n,final_accuracy,format_adherence
2
+ modular_mod10,Modular Z/10Z,1,2000,0.986,0.986
3
+ modular_mod10,Modular Z/10Z,2,2000,0.96,0.951
4
+ modular_mod10,Modular Z/10Z,3,2000,0.9835,0.9815
5
+ modular_mod10,Modular Z/10Z,4,2000,0.969,0.963
6
+ modular_mod10,Modular Z/10Z,5,2000,0.9345,0.93
7
+ modular_mod10,Modular Z/10Z,6,2000,0.914,0.8935
8
+ modular_mod10,Modular Z/10Z,7,2000,0.848,0.814
9
+ modular_mod10,Modular Z/10Z,8,2000,0.873,0.8515
10
+ modular_mod10,Modular Z/10Z,9,2000,0.8075,0.759
11
+ modular_mod10,Modular Z/10Z,10,2000,0.782,0.7305
12
+ prime_field_f5,Prime Field F5,1,2000,0.9665,0.9665
13
+ prime_field_f5,Prime Field F5,2,2000,0.963,0.958
14
+ prime_field_f5,Prime Field F5,3,2000,0.983,0.9775
15
+ prime_field_f5,Prime Field F5,4,2000,0.9805,0.9675
16
+ prime_field_f5,Prime Field F5,5,2000,0.9765,0.964
17
+ prime_field_f5,Prime Field F5,6,2000,0.974,0.9495
18
+ prime_field_f5,Prime Field F5,7,2000,0.9595,0.9145
19
+ prime_field_f5,Prime Field F5,8,2000,0.946,0.8835
20
+ prime_field_f5,Prime Field F5,9,2000,0.9385,0.881
21
+ prime_field_f5,Prime Field F5,10,2000,0.933,0.8575
22
+ extension_field_f4,Extension Field F4,1,2000,0.741,0.741
23
+ extension_field_f4,Extension Field F4,2,2000,0.6195,0.559
24
+ extension_field_f4,Extension Field F4,3,2000,0.5555,0.4615
25
+ extension_field_f4,Extension Field F4,4,2000,0.5305,0.384
26
+ extension_field_f4,Extension Field F4,5,2000,0.5125,0.322
27
+ extension_field_f4,Extension Field F4,6,2000,0.4915,0.2675
28
+ extension_field_f4,Extension Field F4,7,2000,0.458,0.2075
29
+ extension_field_f4,Extension Field F4,8,2000,0.448,0.1555
30
+ extension_field_f4,Extension Field F4,9,2000,0.3965,0.1155
31
+ extension_field_f4,Extension Field F4,10,2000,0.4305,0.1155
32
+ cyclic_c8,Cyclic Group C8,1,2000,1.0,1.0
33
+ cyclic_c8,Cyclic Group C8,2,2000,1.0,1.0
34
+ cyclic_c8,Cyclic Group C8,3,2000,1.0,1.0
35
+ cyclic_c8,Cyclic Group C8,4,2000,0.9995,0.9945
36
+ cyclic_c8,Cyclic Group C8,5,2000,0.9955,0.9915
37
+ cyclic_c8,Cyclic Group C8,6,2000,0.993,0.974
38
+ cyclic_c8,Cyclic Group C8,7,2000,0.9895,0.979
39
+ cyclic_c8,Cyclic Group C8,8,2000,0.99,0.9695
40
+ cyclic_c8,Cyclic Group C8,9,2000,0.978,0.945
41
+ cyclic_c8,Cyclic Group C8,10,2000,0.989,0.955
42
+ product_c2_c3,Product C2 x C3,1,2000,0.9965,0.9965
43
+ product_c2_c3,Product C2 x C3,2,2000,0.9725,0.9725
44
+ product_c2_c3,Product C2 x C3,3,2000,0.9805,0.9805
45
+ product_c2_c3,Product C2 x C3,4,2000,0.946,0.946
46
+ product_c2_c3,Product C2 x C3,5,2000,0.871,0.8705
47
+ product_c2_c3,Product C2 x C3,6,2000,0.796,0.7855
48
+ product_c2_c3,Product C2 x C3,7,2000,0.7755,0.7615
49
+ product_c2_c3,Product C2 x C3,8,2000,0.7615,0.7395
50
+ product_c2_c3,Product C2 x C3,9,2000,0.749,0.711
51
+ product_c2_c3,Product C2 x C3,10,2000,0.7765,0.745
52
+ permutation_s3,Permutation Group S3,1,2000,0.732,0.732
53
+ permutation_s3,Permutation Group S3,2,2000,0.6375,0.6145
54
+ permutation_s3,Permutation Group S3,3,2000,0.6045,0.574
55
+ permutation_s3,Permutation Group S3,4,2000,0.499,0.4475
56
+ permutation_s3,Permutation Group S3,5,2000,0.433,0.363
57
+ permutation_s3,Permutation Group S3,6,2000,0.3235,0.216
58
+ permutation_s3,Permutation Group S3,7,2000,0.295,0.1995
59
+ permutation_s3,Permutation Group S3,8,2000,0.255,0.137
60
+ permutation_s3,Permutation Group S3,9,2000,0.2085,0.0605
61
+ permutation_s3,Permutation Group S3,10,2000,0.1845,0.033
62
+ dihedral_d4,Dihedral Group D4,1,2000,0.6045,0.6045
63
+ dihedral_d4,Dihedral Group D4,2,2000,0.303,0.2595
64
+ dihedral_d4,Dihedral Group D4,3,2000,0.241,0.1725
65
+ dihedral_d4,Dihedral Group D4,4,2000,0.215,0.108
66
+ dihedral_d4,Dihedral Group D4,5,2000,0.219,0.0985
67
+ dihedral_d4,Dihedral Group D4,6,2000,0.181,0.0565
68
+ dihedral_d4,Dihedral Group D4,7,2000,0.1635,0.04
69
+ dihedral_d4,Dihedral Group D4,8,2000,0.132,0.02
70
+ dihedral_d4,Dihedral Group D4,9,2000,0.135,0.013
71
+ dihedral_d4,Dihedral Group D4,10,2000,0.152,0.0195
72
+ boolean_b3,Boolean Algebra B3,1,2000,0.7095,0.7095
73
+ boolean_b3,Boolean Algebra B3,2,2000,0.5665,0.4825
74
+ boolean_b3,Boolean Algebra B3,3,2000,0.5435,0.3915
75
+ boolean_b3,Boolean Algebra B3,4,2000,0.5045,0.3105
76
+ boolean_b3,Boolean Algebra B3,5,2000,0.5315,0.2785
77
+ boolean_b3,Boolean Algebra B3,6,2000,0.4985,0.2145
78
+ boolean_b3,Boolean Algebra B3,7,2000,0.5015,0.177
79
+ boolean_b3,Boolean Algebra B3,8,2000,0.498,0.1445
80
+ boolean_b3,Boolean Algebra B3,9,2000,0.5025,0.132
81
+ boolean_b3,Boolean Algebra B3,10,2000,0.4905,0.092
82
+ divisor_lattice_12,Divisor Lattice 12,1,2000,1.0,1.0
83
+ divisor_lattice_12,Divisor Lattice 12,2,2000,1.0,1.0
84
+ divisor_lattice_12,Divisor Lattice 12,3,2000,1.0,1.0
85
+ divisor_lattice_12,Divisor Lattice 12,4,2000,1.0,0.9995
86
+ divisor_lattice_12,Divisor Lattice 12,5,2000,0.9995,0.999
87
+ divisor_lattice_12,Divisor Lattice 12,6,2000,0.999,0.9965
88
+ divisor_lattice_12,Divisor Lattice 12,7,2000,0.999,0.9915
89
+ divisor_lattice_12,Divisor Lattice 12,8,2000,0.997,0.992
90
+ divisor_lattice_12,Divisor Lattice 12,9,2000,0.9965,0.988
91
+ divisor_lattice_12,Divisor Lattice 12,10,2000,0.9955,0.9885
92
+ matrix_ring_m2_f2,Matrix Ring M2(F2),1,2000,0.423,0.423
93
+ matrix_ring_m2_f2,Matrix Ring M2(F2),2,2000,0.473,0.472
94
+ matrix_ring_m2_f2,Matrix Ring M2(F2),3,2000,0.5935,0.585
95
+ matrix_ring_m2_f2,Matrix Ring M2(F2),4,2000,0.723,0.71
96
+ matrix_ring_m2_f2,Matrix Ring M2(F2),5,2000,0.791,0.7525
97
+ matrix_ring_m2_f2,Matrix Ring M2(F2),6,2000,0.7425,0.668
98
+ matrix_ring_m2_f2,Matrix Ring M2(F2),7,2000,0.6905,0.563
99
+ matrix_ring_m2_f2,Matrix Ring M2(F2),8,2000,0.5205,0.3725
100
+ matrix_ring_m2_f2,Matrix Ring M2(F2),9,2000,0.5285,0.3495
101
+ matrix_ring_m2_f2,Matrix Ring M2(F2),10,2000,0.39,0.262
102
+ gl2_f2,GL2(F2),1,2000,0.0065,0.0065
103
+ gl2_f2,GL2(F2),2,2000,0.044,0.044
104
+ gl2_f2,GL2(F2),3,2000,0.015,0.0135
105
+ gl2_f2,GL2(F2),4,2000,0.034,0.0315
106
+ gl2_f2,GL2(F2),5,2000,0.0455,0.036
107
+ gl2_f2,GL2(F2),6,2000,0.029,0.0115
108
+ gl2_f2,GL2(F2),7,2000,0.0585,0.0465
109
+ gl2_f2,GL2(F2),8,2000,0.034,0.016
110
+ gl2_f2,GL2(F2),9,2000,0.015,0.0045
111
+ gl2_f2,GL2(F2),10,2000,0.0325,0.0185
112
+ automaton_10_3,Automaton 10/3,1,2000,0.961,0.961
113
+ automaton_10_3,Automaton 10/3,2,2000,0.979,0.979
114
+ automaton_10_3,Automaton 10/3,3,2000,0.9415,0.9415
115
+ automaton_10_3,Automaton 10/3,4,2000,0.9025,0.897
116
+ automaton_10_3,Automaton 10/3,5,2000,0.894,0.8745
117
+ automaton_10_3,Automaton 10/3,6,2000,0.8345,0.81
118
+ automaton_10_3,Automaton 10/3,7,2000,0.8035,0.7705
119
+ automaton_10_3,Automaton 10/3,8,2000,0.772,0.727
120
+ automaton_10_3,Automaton 10/3,9,2000,0.7605,0.6945
121
+ automaton_10_3,Automaton 10/3,10,2000,0.718,0.632
runs/all_structures_generation_quality_qwen3_8B_n100.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,label,experiment_id,state_cardinality,n,foundry_valid,has_box,final_correct,final_accuracy,format_ok,format_adherence
2
+ modular_mod10,Modular Z/10Z,fs_modular_mod10_natural_step_boxed_no_think_depth1to10_n100x10_qwen3_8B,10,1000,1000,1000,992,0.992,990,0.99
3
+ prime_field_f5,Prime Field F5,fs_prime_field_f5_natural_step_boxed_no_think_depth1to10_n100x10_qwen3_8B,5,1000,1000,1000,974,0.974,947,0.947
4
+ extension_field_f4,Extension Field F4,fs_extension_field_f4_natural_step_boxed_no_think_depth1to10_n100x10_qwen3_8B,4,1000,1000,999,620,0.62,446,0.446
5
+ cyclic_c8,Cyclic Group C8,fs_cyclic_c8_natural_step_boxed_no_think_depth1to10_n100x10_qwen3_8B,8,1000,1000,1000,989,0.989,989,0.989
6
+ product_c2_c3,Product C2 x C3,fs_product_c2_c3_natural_step_boxed_no_think_depth1to10_n100x10_qwen3_8B,6,1000,1000,1000,970,0.97,968,0.968
7
+ permutation_s3,Permutation Group S3,fs_permutation_s3_natural_step_boxed_no_think_depth1to10_n100x10_qwen3_8B,6,1000,1000,1000,348,0.348,218,0.218
8
+ dihedral_d4,Dihedral Group D4,fs_dihedral_d4_natural_step_boxed_no_think_depth1to10_n100x10_qwen3_8B,8,1000,1000,999,344,0.344,239,0.239
9
+ boolean_b3,Boolean Algebra B3,fs_boolean_b3_natural_step_boxed_no_think_depth1to10_n100x10_qwen3_8B,8,1000,1000,992,732,0.732,483,0.483
10
+ divisor_lattice_12,Divisor Lattice 12,fs_divisor_lattice_12_natural_step_boxed_no_think_depth1to10_n100x10_qwen3_8B,6,1000,1000,1000,1000,1.0,999,0.999
11
+ matrix_ring_m2_f2,Matrix Ring M2(F2),fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n100x10_qwen3_8B,16,1000,1000,987,937,0.937,901,0.901
12
+ gl2_f2,GL2(F2),fs_gl2_f2_natural_step_boxed_no_think_depth1to10_n100x10_qwen3_8B,6,1000,1000,296,229,0.229,222,0.222
13
+ automaton_10_3,Automaton 10/3,fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n100x10_qwen3_8B,10,1000,1000,1000,956,0.956,948,0.948
runs/all_structures_generation_quality_qwen3_8B_n100.pdf ADDED
Binary file (35 kB). View file
 
runs/all_structures_generation_quality_qwen3_8B_n100_by_depth.csv ADDED
@@ -0,0 +1,121 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,label,depth,n,final_accuracy,format_adherence
2
+ modular_mod10,Modular Z/10Z,1,100,1.0,0.99
3
+ modular_mod10,Modular Z/10Z,2,100,1.0,1.0
4
+ modular_mod10,Modular Z/10Z,3,100,1.0,1.0
5
+ modular_mod10,Modular Z/10Z,4,100,1.0,1.0
6
+ modular_mod10,Modular Z/10Z,5,100,1.0,1.0
7
+ modular_mod10,Modular Z/10Z,6,100,1.0,1.0
8
+ modular_mod10,Modular Z/10Z,7,100,1.0,1.0
9
+ modular_mod10,Modular Z/10Z,8,100,1.0,1.0
10
+ modular_mod10,Modular Z/10Z,9,100,1.0,1.0
11
+ modular_mod10,Modular Z/10Z,10,100,0.92,0.91
12
+ prime_field_f5,Prime Field F5,1,100,0.99,0.99
13
+ prime_field_f5,Prime Field F5,2,100,1.0,1.0
14
+ prime_field_f5,Prime Field F5,3,100,0.99,0.99
15
+ prime_field_f5,Prime Field F5,4,100,0.99,0.99
16
+ prime_field_f5,Prime Field F5,5,100,0.97,0.97
17
+ prime_field_f5,Prime Field F5,6,100,0.98,0.94
18
+ prime_field_f5,Prime Field F5,7,100,0.95,0.9
19
+ prime_field_f5,Prime Field F5,8,100,1.0,0.93
20
+ prime_field_f5,Prime Field F5,9,100,0.96,0.91
21
+ prime_field_f5,Prime Field F5,10,100,0.91,0.85
22
+ extension_field_f4,Extension Field F4,1,100,0.75,0.75
23
+ extension_field_f4,Extension Field F4,2,100,0.78,0.76
24
+ extension_field_f4,Extension Field F4,3,100,0.73,0.66
25
+ extension_field_f4,Extension Field F4,4,100,0.58,0.45
26
+ extension_field_f4,Extension Field F4,5,100,0.58,0.43
27
+ extension_field_f4,Extension Field F4,6,100,0.6,0.34
28
+ extension_field_f4,Extension Field F4,7,100,0.57,0.27
29
+ extension_field_f4,Extension Field F4,8,100,0.54,0.26
30
+ extension_field_f4,Extension Field F4,9,100,0.51,0.32
31
+ extension_field_f4,Extension Field F4,10,100,0.56,0.22
32
+ cyclic_c8,Cyclic Group C8,1,100,1.0,1.0
33
+ cyclic_c8,Cyclic Group C8,2,100,1.0,1.0
34
+ cyclic_c8,Cyclic Group C8,3,100,1.0,1.0
35
+ cyclic_c8,Cyclic Group C8,4,100,0.99,0.99
36
+ cyclic_c8,Cyclic Group C8,5,100,1.0,1.0
37
+ cyclic_c8,Cyclic Group C8,6,100,1.0,1.0
38
+ cyclic_c8,Cyclic Group C8,7,100,1.0,1.0
39
+ cyclic_c8,Cyclic Group C8,8,100,1.0,1.0
40
+ cyclic_c8,Cyclic Group C8,9,100,0.95,0.95
41
+ cyclic_c8,Cyclic Group C8,10,100,0.95,0.95
42
+ product_c2_c3,Product C2 x C3,1,100,1.0,1.0
43
+ product_c2_c3,Product C2 x C3,2,100,1.0,1.0
44
+ product_c2_c3,Product C2 x C3,3,100,0.99,0.99
45
+ product_c2_c3,Product C2 x C3,4,100,0.99,0.99
46
+ product_c2_c3,Product C2 x C3,5,100,0.97,0.97
47
+ product_c2_c3,Product C2 x C3,6,100,1.0,1.0
48
+ product_c2_c3,Product C2 x C3,7,100,0.98,0.97
49
+ product_c2_c3,Product C2 x C3,8,100,0.89,0.88
50
+ product_c2_c3,Product C2 x C3,9,100,0.96,0.96
51
+ product_c2_c3,Product C2 x C3,10,100,0.92,0.92
52
+ permutation_s3,Permutation Group S3,1,100,0.66,0.66
53
+ permutation_s3,Permutation Group S3,2,100,0.55,0.48
54
+ permutation_s3,Permutation Group S3,3,100,0.34,0.3
55
+ permutation_s3,Permutation Group S3,4,100,0.53,0.34
56
+ permutation_s3,Permutation Group S3,5,100,0.34,0.12
57
+ permutation_s3,Permutation Group S3,6,100,0.23,0.08
58
+ permutation_s3,Permutation Group S3,7,100,0.23,0.08
59
+ permutation_s3,Permutation Group S3,8,100,0.21,0.06
60
+ permutation_s3,Permutation Group S3,9,100,0.2,0.04
61
+ permutation_s3,Permutation Group S3,10,100,0.19,0.02
62
+ dihedral_d4,Dihedral Group D4,1,100,0.6,0.6
63
+ dihedral_d4,Dihedral Group D4,2,100,0.55,0.54
64
+ dihedral_d4,Dihedral Group D4,3,100,0.46,0.38
65
+ dihedral_d4,Dihedral Group D4,4,100,0.41,0.27
66
+ dihedral_d4,Dihedral Group D4,5,100,0.34,0.23
67
+ dihedral_d4,Dihedral Group D4,6,100,0.28,0.14
68
+ dihedral_d4,Dihedral Group D4,7,100,0.25,0.08
69
+ dihedral_d4,Dihedral Group D4,8,100,0.21,0.07
70
+ dihedral_d4,Dihedral Group D4,9,100,0.17,0.06
71
+ dihedral_d4,Dihedral Group D4,10,100,0.17,0.02
72
+ boolean_b3,Boolean Algebra B3,1,100,0.77,0.77
73
+ boolean_b3,Boolean Algebra B3,2,100,0.83,0.73
74
+ boolean_b3,Boolean Algebra B3,3,100,0.83,0.7
75
+ boolean_b3,Boolean Algebra B3,4,100,0.75,0.48
76
+ boolean_b3,Boolean Algebra B3,5,100,0.75,0.5
77
+ boolean_b3,Boolean Algebra B3,6,100,0.72,0.44
78
+ boolean_b3,Boolean Algebra B3,7,100,0.59,0.22
79
+ boolean_b3,Boolean Algebra B3,8,100,0.71,0.42
80
+ boolean_b3,Boolean Algebra B3,9,100,0.73,0.29
81
+ boolean_b3,Boolean Algebra B3,10,100,0.64,0.28
82
+ divisor_lattice_12,Divisor Lattice 12,1,100,1.0,1.0
83
+ divisor_lattice_12,Divisor Lattice 12,2,100,1.0,1.0
84
+ divisor_lattice_12,Divisor Lattice 12,3,100,1.0,0.99
85
+ divisor_lattice_12,Divisor Lattice 12,4,100,1.0,1.0
86
+ divisor_lattice_12,Divisor Lattice 12,5,100,1.0,1.0
87
+ divisor_lattice_12,Divisor Lattice 12,6,100,1.0,1.0
88
+ divisor_lattice_12,Divisor Lattice 12,7,100,1.0,1.0
89
+ divisor_lattice_12,Divisor Lattice 12,8,100,1.0,1.0
90
+ divisor_lattice_12,Divisor Lattice 12,9,100,1.0,1.0
91
+ divisor_lattice_12,Divisor Lattice 12,10,100,1.0,1.0
92
+ matrix_ring_m2_f2,Matrix Ring M2(F2),1,100,0.97,0.97
93
+ matrix_ring_m2_f2,Matrix Ring M2(F2),2,100,0.99,0.99
94
+ matrix_ring_m2_f2,Matrix Ring M2(F2),3,100,0.95,0.95
95
+ matrix_ring_m2_f2,Matrix Ring M2(F2),4,100,0.97,0.95
96
+ matrix_ring_m2_f2,Matrix Ring M2(F2),5,100,0.98,0.96
97
+ matrix_ring_m2_f2,Matrix Ring M2(F2),6,100,0.92,0.9
98
+ matrix_ring_m2_f2,Matrix Ring M2(F2),7,100,0.94,0.92
99
+ matrix_ring_m2_f2,Matrix Ring M2(F2),8,100,0.93,0.85
100
+ matrix_ring_m2_f2,Matrix Ring M2(F2),9,100,0.9,0.77
101
+ matrix_ring_m2_f2,Matrix Ring M2(F2),10,100,0.82,0.75
102
+ gl2_f2,GL2(F2),1,100,0.24,0.24
103
+ gl2_f2,GL2(F2),2,100,0.24,0.24
104
+ gl2_f2,GL2(F2),3,100,0.22,0.22
105
+ gl2_f2,GL2(F2),4,100,0.26,0.26
106
+ gl2_f2,GL2(F2),5,100,0.13,0.13
107
+ gl2_f2,GL2(F2),6,100,0.25,0.25
108
+ gl2_f2,GL2(F2),7,100,0.33,0.33
109
+ gl2_f2,GL2(F2),8,100,0.26,0.25
110
+ gl2_f2,GL2(F2),9,100,0.17,0.14
111
+ gl2_f2,GL2(F2),10,100,0.19,0.16
112
+ automaton_10_3,Automaton 10/3,1,100,1.0,1.0
113
+ automaton_10_3,Automaton 10/3,2,100,1.0,1.0
114
+ automaton_10_3,Automaton 10/3,3,100,0.99,0.99
115
+ automaton_10_3,Automaton 10/3,4,100,1.0,0.99
116
+ automaton_10_3,Automaton 10/3,5,100,0.99,0.98
117
+ automaton_10_3,Automaton 10/3,6,100,0.93,0.93
118
+ automaton_10_3,Automaton 10/3,7,100,0.92,0.92
119
+ automaton_10_3,Automaton 10/3,8,100,0.92,0.92
120
+ automaton_10_3,Automaton 10/3,9,100,0.95,0.94
121
+ automaton_10_3,Automaton 10/3,10,100,0.86,0.81
runs/all_structures_qwen3_4B_kinfer_generated_target_train_grid.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,label,run_id,completed,state_cardinality,best_agg_method,best_layer,best_mean_eval_accuracy
2
+ modular_mod10,Modular Z/10Z,fs_modular_mod10_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200,True,10,agg_last,12,0.816448039218127
3
+ prime_field_f5,Prime Field F5,fs_prime_field_f5_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200,True,5,agg_last,13,0.9757620694986222
4
+ extension_field_f4,Extension Field F4,fs_extension_field_f4_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200,True,4,agg_avg,22,0.8479786635704327
5
+ cyclic_c8,Cyclic Group C8,fs_cyclic_c8_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200,True,8,agg_last,20,0.9795617651363614
6
+ product_c2_c3,Product C2 x C3,fs_product_c2_c3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200,True,6,agg_avg,19,0.9129846561320752
7
+ permutation_s3,Permutation Group S3,fs_permutation_s3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200,True,6,agg_avg,19,0.6437805551853591
8
+ dihedral_d4,Dihedral Group D4,fs_dihedral_d4_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200,True,8,agg_last,22,0.6129286538088161
9
+ boolean_b3,Boolean Algebra B3,fs_boolean_b3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200,True,8,agg_avg,20,0.7178344807571981
10
+ divisor_lattice_12,Divisor Lattice 12,fs_divisor_lattice_12_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200,True,6,agg_avg,0,0.9987
11
+ matrix_ring_m2_f2,Matrix Ring M2(F2),fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200,True,16,agg_avg,16,0.5655548586752697
12
+ gl2_f2,GL2(F2),fs_gl2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200,True,6,agg_avg,15,0.5733603624980252
13
+ automaton_10_3,Automaton 10/3,fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_4B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200,True,10,agg_last,23,0.8988785853812008
runs/all_structures_qwen3_4B_kinfer_generated_target_train_grid.pdf ADDED
Binary file (85.1 kB). View file
 
runs/automaton_10_3_with_table_metrics.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ variant,experiment_id,n,foundry_valid,has_box,final_correct,final_accuracy,format_ok,format_adherence
2
+ natural_outputs_with_table,fs_automaton_10_3_natural_outputs_with_table_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,11304,0.5652,20000,1.0
3
+ natural_step_last_no_think_with_table,fs_automaton_10_3_natural_step_last_no_think_with_table_depth1to10_n2000x10_qwen3_1.7B,20000,20000,0,8820,0.441,6607,0.33035
4
+ natural_step_boxed_no_think_with_table,fs_automaton_10_3_natural_step_boxed_no_think_with_table_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,10547,0.52735,6009,0.30045
5
+ natural_no_cot_with_table,fs_automaton_10_3_natural_no_cot_with_table_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,3235,0.16175,20000,1.0
6
+ natural_thinking_with_table,fs_automaton_10_3_natural_thinking_with_table_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19995,12861,0.64305,19995,0.99975
runs/automaton_10_3_with_table_metrics_by_depth.csv ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ variant,depth,n,foundry_valid,has_box,final_correct,final_accuracy,format_ok,format_adherence
2
+ natural_outputs_with_table,1,2000,2000,2000,1890,0.945,2000,1.0
3
+ natural_outputs_with_table,2,2000,2000,2000,1433,0.7165,2000,1.0
4
+ natural_outputs_with_table,3,2000,2000,2000,1218,0.609,2000,1.0
5
+ natural_outputs_with_table,4,2000,2000,2000,1062,0.531,2000,1.0
6
+ natural_outputs_with_table,5,2000,2000,2000,1021,0.5105,2000,1.0
7
+ natural_outputs_with_table,6,2000,2000,2000,895,0.4475,2000,1.0
8
+ natural_outputs_with_table,7,2000,2000,2000,862,0.431,2000,1.0
9
+ natural_outputs_with_table,8,2000,2000,2000,930,0.465,2000,1.0
10
+ natural_outputs_with_table,9,2000,2000,2000,1025,0.5125,2000,1.0
11
+ natural_outputs_with_table,10,2000,2000,2000,968,0.484,2000,1.0
12
+ natural_step_last_no_think_with_table,1,2000,2000,0,1922,0.961,1922,0.961
13
+ natural_step_last_no_think_with_table,2,2000,2000,0,1089,0.5445,1019,0.5095
14
+ natural_step_last_no_think_with_table,3,2000,2000,0,1263,0.6315,1209,0.6045
15
+ natural_step_last_no_think_with_table,4,2000,2000,0,931,0.4655,776,0.388
16
+ natural_step_last_no_think_with_table,5,2000,2000,0,839,0.4195,634,0.317
17
+ natural_step_last_no_think_with_table,6,2000,2000,0,656,0.328,356,0.178
18
+ natural_step_last_no_think_with_table,7,2000,2000,0,628,0.314,274,0.137
19
+ natural_step_last_no_think_with_table,8,2000,2000,0,544,0.272,178,0.089
20
+ natural_step_last_no_think_with_table,9,2000,2000,0,484,0.242,141,0.0705
21
+ natural_step_last_no_think_with_table,10,2000,2000,0,464,0.232,98,0.049
22
+ natural_step_boxed_no_think_with_table,1,2000,2000,2000,1994,0.997,1994,0.997
23
+ natural_step_boxed_no_think_with_table,2,2000,2000,2000,1508,0.754,293,0.1465
24
+ natural_step_boxed_no_think_with_table,3,2000,2000,2000,1171,0.5855,437,0.2185
25
+ natural_step_boxed_no_think_with_table,4,2000,2000,2000,1032,0.516,805,0.4025
26
+ natural_step_boxed_no_think_with_table,5,2000,2000,2000,884,0.442,557,0.2785
27
+ natural_step_boxed_no_think_with_table,6,2000,2000,2000,834,0.417,457,0.2285
28
+ natural_step_boxed_no_think_with_table,7,2000,2000,2000,879,0.4395,488,0.244
29
+ natural_step_boxed_no_think_with_table,8,2000,2000,2000,805,0.4025,460,0.23
30
+ natural_step_boxed_no_think_with_table,9,2000,2000,2000,714,0.357,275,0.1375
31
+ natural_step_boxed_no_think_with_table,10,2000,2000,2000,726,0.363,243,0.1215
32
+ natural_no_cot_with_table,1,2000,2000,2000,1392,0.696,2000,1.0
33
+ natural_no_cot_with_table,2,2000,2000,2000,334,0.167,2000,1.0
34
+ natural_no_cot_with_table,3,2000,2000,2000,259,0.1295,2000,1.0
35
+ natural_no_cot_with_table,4,2000,2000,2000,224,0.112,2000,1.0
36
+ natural_no_cot_with_table,5,2000,2000,2000,166,0.083,2000,1.0
37
+ natural_no_cot_with_table,6,2000,2000,2000,157,0.0785,2000,1.0
38
+ natural_no_cot_with_table,7,2000,2000,2000,217,0.1085,2000,1.0
39
+ natural_no_cot_with_table,8,2000,2000,2000,180,0.09,2000,1.0
40
+ natural_no_cot_with_table,9,2000,2000,2000,146,0.073,2000,1.0
41
+ natural_no_cot_with_table,10,2000,2000,2000,160,0.08,2000,1.0
42
+ natural_thinking_with_table,1,2000,2000,2000,1980,0.99,2000,1.0
43
+ natural_thinking_with_table,2,2000,2000,2000,1525,0.7625,2000,1.0
44
+ natural_thinking_with_table,3,2000,2000,2000,1286,0.643,2000,1.0
45
+ natural_thinking_with_table,4,2000,2000,2000,1104,0.552,2000,1.0
46
+ natural_thinking_with_table,5,2000,2000,1999,1186,0.593,1999,0.9995
47
+ natural_thinking_with_table,6,2000,2000,2000,1231,0.6155,2000,1.0
48
+ natural_thinking_with_table,7,2000,2000,2000,1126,0.563,2000,1.0
49
+ natural_thinking_with_table,8,2000,2000,2000,1156,0.578,2000,1.0
50
+ natural_thinking_with_table,9,2000,2000,1999,1155,0.5775,1999,0.9995
51
+ natural_thinking_with_table,10,2000,2000,1997,1112,0.556,1997,0.9985
runs/available_structures_generation_quality_qwen3_8B_n2000.csv ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ slug,label,experiment_id,state_cardinality,n,foundry_valid,has_box,final_correct,final_accuracy,format_ok,format_adherence
2
+ modular_mod10,Modular Z/10Z,fs_modular_mod10_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B,10,20000,20000,20000,19836,0.9918,19792,0.9896
3
+ prime_field_f5,Prime Field F5,fs_prime_field_f5_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B,5,20000,20000,19999,19485,0.97425,18949,0.94745
4
+ cyclic_c8,Cyclic Group C8,fs_cyclic_c8_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B,8,20000,19999,19999,19770,0.9885,19738,0.9869
5
+ product_c2_c3,Product C2 x C3,fs_product_c2_c3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B,6,20000,20000,20000,19397,0.96985,19302,0.9651
6
+ divisor_lattice_12,Divisor Lattice 12,fs_divisor_lattice_12_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B,6,20000,20000,20000,19973,0.99865,19948,0.9974
7
+ matrix_ring_m2_f2,Matrix Ring M2(F2),fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B,16,20000,20000,19817,18598,0.9299,18038,0.9019
8
+ automaton_10_3,Automaton 10/3,fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B,10,20000,20000,20000,19251,0.96255,19075,0.95375
runs/available_structures_generation_quality_qwen3_8B_n2000.pdf ADDED
Binary file (29.6 kB). View file
 
runs/available_structures_generation_quality_qwen3_8B_n2000_by_depth.csv ADDED
@@ -0,0 +1,71 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,label,depth,n,final_accuracy,format_adherence
2
+ modular_mod10,Modular Z/10Z,1,2000,0.9955,0.9905
3
+ modular_mod10,Modular Z/10Z,2,2000,0.999,0.999
4
+ modular_mod10,Modular Z/10Z,3,2000,1.0,1.0
5
+ modular_mod10,Modular Z/10Z,4,2000,0.9995,0.9995
6
+ modular_mod10,Modular Z/10Z,5,2000,0.999,0.999
7
+ modular_mod10,Modular Z/10Z,6,2000,0.9985,0.9985
8
+ modular_mod10,Modular Z/10Z,7,2000,0.999,0.9985
9
+ modular_mod10,Modular Z/10Z,8,2000,0.9965,0.9955
10
+ modular_mod10,Modular Z/10Z,9,2000,0.9925,0.987
11
+ modular_mod10,Modular Z/10Z,10,2000,0.9385,0.9285
12
+ prime_field_f5,Prime Field F5,1,2000,0.9875,0.985
13
+ prime_field_f5,Prime Field F5,2,2000,0.988,0.9875
14
+ prime_field_f5,Prime Field F5,3,2000,0.9965,0.9965
15
+ prime_field_f5,Prime Field F5,4,2000,0.9905,0.989
16
+ prime_field_f5,Prime Field F5,5,2000,0.985,0.9785
17
+ prime_field_f5,Prime Field F5,6,2000,0.98,0.9525
18
+ prime_field_f5,Prime Field F5,7,2000,0.9715,0.932
19
+ prime_field_f5,Prime Field F5,8,2000,0.957,0.9025
20
+ prime_field_f5,Prime Field F5,9,2000,0.9585,0.902
21
+ prime_field_f5,Prime Field F5,10,2000,0.928,0.849
22
+ cyclic_c8,Cyclic Group C8,1,2000,1.0,1.0
23
+ cyclic_c8,Cyclic Group C8,2,2000,0.997,0.9945
24
+ cyclic_c8,Cyclic Group C8,3,2000,0.995,0.9945
25
+ cyclic_c8,Cyclic Group C8,4,2000,0.991,0.991
26
+ cyclic_c8,Cyclic Group C8,5,2000,0.9905,0.9875
27
+ cyclic_c8,Cyclic Group C8,6,2000,0.997,0.9935
28
+ cyclic_c8,Cyclic Group C8,7,2000,0.996,0.9955
29
+ cyclic_c8,Cyclic Group C8,8,2000,0.9905,0.9885
30
+ cyclic_c8,Cyclic Group C8,9,2000,0.954,0.9535
31
+ cyclic_c8,Cyclic Group C8,10,2000,0.974,0.9705
32
+ product_c2_c3,Product C2 x C3,1,2000,0.9975,0.994
33
+ product_c2_c3,Product C2 x C3,2,2000,0.9915,0.9915
34
+ product_c2_c3,Product C2 x C3,3,2000,0.9925,0.9925
35
+ product_c2_c3,Product C2 x C3,4,2000,0.9795,0.9795
36
+ product_c2_c3,Product C2 x C3,5,2000,0.984,0.984
37
+ product_c2_c3,Product C2 x C3,6,2000,0.9735,0.973
38
+ product_c2_c3,Product C2 x C3,7,2000,0.961,0.958
39
+ product_c2_c3,Product C2 x C3,8,2000,0.958,0.9515
40
+ product_c2_c3,Product C2 x C3,9,2000,0.945,0.937
41
+ product_c2_c3,Product C2 x C3,10,2000,0.916,0.89
42
+ divisor_lattice_12,Divisor Lattice 12,1,2000,0.9985,0.996
43
+ divisor_lattice_12,Divisor Lattice 12,2,2000,0.9975,0.9965
44
+ divisor_lattice_12,Divisor Lattice 12,3,2000,0.999,0.998
45
+ divisor_lattice_12,Divisor Lattice 12,4,2000,0.999,0.999
46
+ divisor_lattice_12,Divisor Lattice 12,5,2000,0.997,0.9955
47
+ divisor_lattice_12,Divisor Lattice 12,6,2000,0.999,0.9985
48
+ divisor_lattice_12,Divisor Lattice 12,7,2000,0.997,0.994
49
+ divisor_lattice_12,Divisor Lattice 12,8,2000,0.9995,0.997
50
+ divisor_lattice_12,Divisor Lattice 12,9,2000,1.0,0.9995
51
+ divisor_lattice_12,Divisor Lattice 12,10,2000,1.0,1.0
52
+ matrix_ring_m2_f2,Matrix Ring M2(F2),1,2000,0.9585,0.9575
53
+ matrix_ring_m2_f2,Matrix Ring M2(F2),2,2000,0.9695,0.967
54
+ matrix_ring_m2_f2,Matrix Ring M2(F2),3,2000,0.9595,0.9565
55
+ matrix_ring_m2_f2,Matrix Ring M2(F2),4,2000,0.964,0.9595
56
+ matrix_ring_m2_f2,Matrix Ring M2(F2),5,2000,0.9425,0.9285
57
+ matrix_ring_m2_f2,Matrix Ring M2(F2),6,2000,0.934,0.9175
58
+ matrix_ring_m2_f2,Matrix Ring M2(F2),7,2000,0.9365,0.9065
59
+ matrix_ring_m2_f2,Matrix Ring M2(F2),8,2000,0.896,0.837
60
+ matrix_ring_m2_f2,Matrix Ring M2(F2),9,2000,0.887,0.8185
61
+ matrix_ring_m2_f2,Matrix Ring M2(F2),10,2000,0.8515,0.7705
62
+ automaton_10_3,Automaton 10/3,1,2000,1.0,1.0
63
+ automaton_10_3,Automaton 10/3,2,2000,1.0,1.0
64
+ automaton_10_3,Automaton 10/3,3,2000,0.9855,0.9855
65
+ automaton_10_3,Automaton 10/3,4,2000,0.9895,0.9865
66
+ automaton_10_3,Automaton 10/3,5,2000,0.983,0.9815
67
+ automaton_10_3,Automaton 10/3,6,2000,0.9645,0.9605
68
+ automaton_10_3,Automaton 10/3,7,2000,0.9455,0.9405
69
+ automaton_10_3,Automaton 10/3,8,2000,0.947,0.931
70
+ automaton_10_3,Automaton 10/3,9,2000,0.939,0.9205
71
+ automaton_10_3,Automaton 10/3,10,2000,0.8715,0.8315
runs/bench_jobs_per_gpu_1_1.log ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [seed=0] [agg_avg] layer=00 train_acc=0.4695 test_acc=0.4602
2
+ [seed=0] [agg_avg] layer=06 train_acc=0.4112 test_acc=0.3949
3
+ [seed=0] [agg_avg] layer=12 train_acc=0.4607 test_acc=0.4266
4
+ [seed=0] [agg_avg] layer=18 train_acc=0.4955 test_acc=0.4536
5
+ [seed=0] [agg_avg] layer=24 train_acc=0.3634 test_acc=0.3351
6
+ [seed=0] [agg_avg] layer=30 train_acc=0.2579 test_acc=0.2506
7
+ [seed=0] [agg_avg] layer=36 train_acc=0.3311 test_acc=0.3162
8
+ [seed=0] [agg_last] layer=00 train_acc=0.2274 test_acc=0.2189
9
+ [seed=0] [agg_last] layer=06 train_acc=0.6052 test_acc=0.5867
10
+ [seed=0] [agg_last] layer=12 train_acc=0.6463 test_acc=0.6230
11
+ [seed=0] [agg_last] layer=18 train_acc=0.5625 test_acc=0.5030
12
+ [seed=0] [agg_last] layer=24 train_acc=0.3701 test_acc=0.3568
13
+ [seed=0] [agg_last] layer=30 train_acc=0.2558 test_acc=0.2506
14
+ [seed=0] [agg_last] layer=36 train_acc=0.2093 test_acc=0.2065
15
+ Saved results to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j1_1_layers7_e10/results.csv
16
+ Saved summary to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j1_1_layers7_e10/summary_by_layer_agg_probe.csv
runs/bench_jobs_per_gpu_2_1.log ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [seed=0] [agg_avg] layer=00 train_acc=0.4695 test_acc=0.4602
2
+ [seed=0] [agg_avg] layer=06 train_acc=0.4112 test_acc=0.3949
3
+ [seed=0] [agg_avg] layer=12 train_acc=0.4607 test_acc=0.4266
4
+ [seed=0] [agg_avg] layer=18 train_acc=0.4955 test_acc=0.4536
5
+ [seed=0] [agg_avg] layer=24 train_acc=0.3634 test_acc=0.3351
6
+ [seed=0] [agg_avg] layer=30 train_acc=0.2579 test_acc=0.2506
7
+ [seed=0] [agg_avg] layer=36 train_acc=0.3311 test_acc=0.3162
8
+ [seed=0] [agg_last] layer=00 train_acc=0.2274 test_acc=0.2189
9
+ [seed=0] [agg_last] layer=06 train_acc=0.6052 test_acc=0.5867
10
+ [seed=0] [agg_last] layer=12 train_acc=0.6463 test_acc=0.6230
11
+ [seed=0] [agg_last] layer=18 train_acc=0.5625 test_acc=0.5030
12
+ [seed=0] [agg_last] layer=24 train_acc=0.3701 test_acc=0.3568
13
+ [seed=0] [agg_last] layer=30 train_acc=0.2558 test_acc=0.2506
14
+ [seed=0] [agg_last] layer=36 train_acc=0.2093 test_acc=0.2065
15
+ Saved results to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j2_1_layers7_e10/results.csv
16
+ Saved summary to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j2_1_layers7_e10/summary_by_layer_agg_probe.csv
runs/bench_jobs_per_gpu_2_2.log ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [seed=0] [agg_avg] layer=00 train_acc=0.4695 test_acc=0.4602
2
+ [seed=0] [agg_avg] layer=06 train_acc=0.4112 test_acc=0.3949
3
+ [seed=0] [agg_avg] layer=12 train_acc=0.4607 test_acc=0.4266
4
+ [seed=0] [agg_avg] layer=18 train_acc=0.4955 test_acc=0.4536
5
+ [seed=0] [agg_avg] layer=24 train_acc=0.3634 test_acc=0.3351
6
+ [seed=0] [agg_avg] layer=30 train_acc=0.2579 test_acc=0.2506
7
+ [seed=0] [agg_avg] layer=36 train_acc=0.3311 test_acc=0.3162
8
+ [seed=0] [agg_last] layer=00 train_acc=0.2274 test_acc=0.2189
9
+ [seed=0] [agg_last] layer=06 train_acc=0.6052 test_acc=0.5867
10
+ [seed=0] [agg_last] layer=12 train_acc=0.6463 test_acc=0.6230
11
+ [seed=0] [agg_last] layer=18 train_acc=0.5625 test_acc=0.5030
12
+ [seed=0] [agg_last] layer=24 train_acc=0.3701 test_acc=0.3568
13
+ [seed=0] [agg_last] layer=30 train_acc=0.2558 test_acc=0.2506
14
+ [seed=0] [agg_last] layer=36 train_acc=0.2093 test_acc=0.2065
15
+ Saved results to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j2_2_layers7_e10/results.csv
16
+ Saved summary to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j2_2_layers7_e10/summary_by_layer_agg_probe.csv
runs/bench_jobs_per_gpu_3_1.log ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [seed=0] [agg_avg] layer=00 train_acc=0.4695 test_acc=0.4602
2
+ [seed=0] [agg_avg] layer=06 train_acc=0.4112 test_acc=0.3949
3
+ [seed=0] [agg_avg] layer=12 train_acc=0.4607 test_acc=0.4266
4
+ [seed=0] [agg_avg] layer=18 train_acc=0.4955 test_acc=0.4536
5
+ [seed=0] [agg_avg] layer=24 train_acc=0.3634 test_acc=0.3351
6
+ [seed=0] [agg_avg] layer=30 train_acc=0.2579 test_acc=0.2506
7
+ [seed=0] [agg_avg] layer=36 train_acc=0.3311 test_acc=0.3162
8
+ [seed=0] [agg_last] layer=00 train_acc=0.2274 test_acc=0.2189
9
+ [seed=0] [agg_last] layer=06 train_acc=0.6052 test_acc=0.5867
10
+ [seed=0] [agg_last] layer=12 train_acc=0.6463 test_acc=0.6230
11
+ [seed=0] [agg_last] layer=18 train_acc=0.5625 test_acc=0.5030
12
+ [seed=0] [agg_last] layer=24 train_acc=0.3701 test_acc=0.3568
13
+ [seed=0] [agg_last] layer=30 train_acc=0.2558 test_acc=0.2506
14
+ [seed=0] [agg_last] layer=36 train_acc=0.2093 test_acc=0.2065
15
+ Saved results to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j3_1_layers7_e10/results.csv
16
+ Saved summary to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j3_1_layers7_e10/summary_by_layer_agg_probe.csv
runs/bench_jobs_per_gpu_3_2.log ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [seed=0] [agg_avg] layer=00 train_acc=0.4695 test_acc=0.4602
2
+ [seed=0] [agg_avg] layer=06 train_acc=0.4112 test_acc=0.3949
3
+ [seed=0] [agg_avg] layer=12 train_acc=0.4607 test_acc=0.4266
4
+ [seed=0] [agg_avg] layer=18 train_acc=0.4955 test_acc=0.4536
5
+ [seed=0] [agg_avg] layer=24 train_acc=0.3634 test_acc=0.3351
6
+ [seed=0] [agg_avg] layer=30 train_acc=0.2579 test_acc=0.2506
7
+ [seed=0] [agg_avg] layer=36 train_acc=0.3311 test_acc=0.3162
8
+ [seed=0] [agg_last] layer=00 train_acc=0.2274 test_acc=0.2189
9
+ [seed=0] [agg_last] layer=06 train_acc=0.6052 test_acc=0.5867
10
+ [seed=0] [agg_last] layer=12 train_acc=0.6463 test_acc=0.6230
11
+ [seed=0] [agg_last] layer=18 train_acc=0.5625 test_acc=0.5030
12
+ [seed=0] [agg_last] layer=24 train_acc=0.3701 test_acc=0.3568
13
+ [seed=0] [agg_last] layer=30 train_acc=0.2558 test_acc=0.2506
14
+ [seed=0] [agg_last] layer=36 train_acc=0.2093 test_acc=0.2065
15
+ Saved results to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j3_2_layers7_e10/results.csv
16
+ Saved summary to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j3_2_layers7_e10/summary_by_layer_agg_probe.csv
runs/bench_jobs_per_gpu_3_3.log ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [seed=0] [agg_avg] layer=00 train_acc=0.4695 test_acc=0.4602
2
+ [seed=0] [agg_avg] layer=06 train_acc=0.4112 test_acc=0.3949
3
+ [seed=0] [agg_avg] layer=12 train_acc=0.4607 test_acc=0.4266
4
+ [seed=0] [agg_avg] layer=18 train_acc=0.4955 test_acc=0.4536
5
+ [seed=0] [agg_avg] layer=24 train_acc=0.3634 test_acc=0.3351
6
+ [seed=0] [agg_avg] layer=30 train_acc=0.2579 test_acc=0.2506
7
+ [seed=0] [agg_avg] layer=36 train_acc=0.3311 test_acc=0.3162
8
+ [seed=0] [agg_last] layer=00 train_acc=0.2274 test_acc=0.2189
9
+ [seed=0] [agg_last] layer=06 train_acc=0.6052 test_acc=0.5867
10
+ [seed=0] [agg_last] layer=12 train_acc=0.6463 test_acc=0.6230
11
+ [seed=0] [agg_last] layer=18 train_acc=0.5625 test_acc=0.5030
12
+ [seed=0] [agg_last] layer=24 train_acc=0.3701 test_acc=0.3568
13
+ [seed=0] [agg_last] layer=30 train_acc=0.2558 test_acc=0.2506
14
+ [seed=0] [agg_last] layer=36 train_acc=0.2093 test_acc=0.2065
15
+ Saved results to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j3_3_layers7_e10/results.csv
16
+ Saved summary to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j3_3_layers7_e10/summary_by_layer_agg_probe.csv
runs/bench_jobs_per_gpu_4_1.log ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [seed=0] [agg_avg] layer=00 train_acc=0.4695 test_acc=0.4602
2
+ [seed=0] [agg_avg] layer=06 train_acc=0.4112 test_acc=0.3949
3
+ [seed=0] [agg_avg] layer=12 train_acc=0.4607 test_acc=0.4266
4
+ [seed=0] [agg_avg] layer=18 train_acc=0.4955 test_acc=0.4536
5
+ [seed=0] [agg_avg] layer=24 train_acc=0.3634 test_acc=0.3351
6
+ [seed=0] [agg_avg] layer=30 train_acc=0.2579 test_acc=0.2506
7
+ [seed=0] [agg_avg] layer=36 train_acc=0.3311 test_acc=0.3162
8
+ [seed=0] [agg_last] layer=00 train_acc=0.2274 test_acc=0.2189
9
+ [seed=0] [agg_last] layer=06 train_acc=0.6052 test_acc=0.5867
10
+ [seed=0] [agg_last] layer=12 train_acc=0.6463 test_acc=0.6230
11
+ [seed=0] [agg_last] layer=18 train_acc=0.5625 test_acc=0.5030
12
+ [seed=0] [agg_last] layer=24 train_acc=0.3701 test_acc=0.3568
13
+ [seed=0] [agg_last] layer=30 train_acc=0.2558 test_acc=0.2506
14
+ [seed=0] [agg_last] layer=36 train_acc=0.2093 test_acc=0.2065
15
+ Saved results to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j4_1_layers7_e10/results.csv
16
+ Saved summary to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j4_1_layers7_e10/summary_by_layer_agg_probe.csv
runs/bench_jobs_per_gpu_4_2.log ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [seed=0] [agg_avg] layer=00 train_acc=0.4695 test_acc=0.4602
2
+ [seed=0] [agg_avg] layer=06 train_acc=0.4112 test_acc=0.3949
3
+ [seed=0] [agg_avg] layer=12 train_acc=0.4607 test_acc=0.4266
4
+ [seed=0] [agg_avg] layer=18 train_acc=0.4955 test_acc=0.4536
5
+ [seed=0] [agg_avg] layer=24 train_acc=0.3634 test_acc=0.3351
6
+ [seed=0] [agg_avg] layer=30 train_acc=0.2579 test_acc=0.2506
7
+ [seed=0] [agg_avg] layer=36 train_acc=0.3311 test_acc=0.3162
8
+ [seed=0] [agg_last] layer=00 train_acc=0.2274 test_acc=0.2189
9
+ [seed=0] [agg_last] layer=06 train_acc=0.6052 test_acc=0.5867
10
+ [seed=0] [agg_last] layer=12 train_acc=0.6463 test_acc=0.6230
11
+ [seed=0] [agg_last] layer=18 train_acc=0.5625 test_acc=0.5030
12
+ [seed=0] [agg_last] layer=24 train_acc=0.3701 test_acc=0.3568
13
+ [seed=0] [agg_last] layer=30 train_acc=0.2558 test_acc=0.2506
14
+ [seed=0] [agg_last] layer=36 train_acc=0.2093 test_acc=0.2065
15
+ Saved results to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j4_2_layers7_e10/results.csv
16
+ Saved summary to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j4_2_layers7_e10/summary_by_layer_agg_probe.csv
runs/bench_jobs_per_gpu_4_3.log ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [seed=0] [agg_avg] layer=00 train_acc=0.4695 test_acc=0.4602
2
+ [seed=0] [agg_avg] layer=06 train_acc=0.4112 test_acc=0.3949
3
+ [seed=0] [agg_avg] layer=12 train_acc=0.4607 test_acc=0.4266
4
+ [seed=0] [agg_avg] layer=18 train_acc=0.4955 test_acc=0.4536
5
+ [seed=0] [agg_avg] layer=24 train_acc=0.3634 test_acc=0.3351
6
+ [seed=0] [agg_avg] layer=30 train_acc=0.2579 test_acc=0.2506
7
+ [seed=0] [agg_avg] layer=36 train_acc=0.3311 test_acc=0.3162
8
+ [seed=0] [agg_last] layer=00 train_acc=0.2274 test_acc=0.2189
9
+ [seed=0] [agg_last] layer=06 train_acc=0.6052 test_acc=0.5867
10
+ [seed=0] [agg_last] layer=12 train_acc=0.6463 test_acc=0.6230
11
+ [seed=0] [agg_last] layer=18 train_acc=0.5625 test_acc=0.5030
12
+ [seed=0] [agg_last] layer=24 train_acc=0.3701 test_acc=0.3568
13
+ [seed=0] [agg_last] layer=30 train_acc=0.2558 test_acc=0.2506
14
+ [seed=0] [agg_last] layer=36 train_acc=0.2093 test_acc=0.2065
15
+ Saved results to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j4_3_layers7_e10/results.csv
16
+ Saved summary to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j4_3_layers7_e10/summary_by_layer_agg_probe.csv
runs/bench_jobs_per_gpu_4_4.log ADDED
@@ -0,0 +1,16 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ [seed=0] [agg_avg] layer=00 train_acc=0.4695 test_acc=0.4602
2
+ [seed=0] [agg_avg] layer=06 train_acc=0.4112 test_acc=0.3949
3
+ [seed=0] [agg_avg] layer=12 train_acc=0.4607 test_acc=0.4266
4
+ [seed=0] [agg_avg] layer=18 train_acc=0.4955 test_acc=0.4536
5
+ [seed=0] [agg_avg] layer=24 train_acc=0.3634 test_acc=0.3351
6
+ [seed=0] [agg_avg] layer=30 train_acc=0.2579 test_acc=0.2506
7
+ [seed=0] [agg_avg] layer=36 train_acc=0.3311 test_acc=0.3162
8
+ [seed=0] [agg_last] layer=00 train_acc=0.2274 test_acc=0.2189
9
+ [seed=0] [agg_last] layer=06 train_acc=0.6052 test_acc=0.5867
10
+ [seed=0] [agg_last] layer=12 train_acc=0.6463 test_acc=0.6230
11
+ [seed=0] [agg_last] layer=18 train_acc=0.5625 test_acc=0.5030
12
+ [seed=0] [agg_last] layer=24 train_acc=0.3701 test_acc=0.3568
13
+ [seed=0] [agg_last] layer=30 train_acc=0.2558 test_acc=0.2506
14
+ [seed=0] [agg_last] layer=36 train_acc=0.2093 test_acc=0.2065
15
+ Saved results to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j4_4_layers7_e10/results.csv
16
+ Saved summary to /root/repos/mod-arith-probe/runs/bench_jobs_per_gpu_j4_4_layers7_e10/summary_by_layer_agg_probe.csv
runs/best_layer_length_generalization_layers0to25_final_only.csv ADDED
@@ -0,0 +1,15 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ run_id,agg_method,layer,layer_name,mean_eval_accuracy_across_depths,plot_path
2
+ fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200,agg_avg,0,agg_avg layer 00,1.0,runs/fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
3
+ fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200,agg_avg,0,agg_avg layer 00,1.0,runs/fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
4
+ fs_cyclic_c8_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200,agg_last,15,agg_last layer 15,1.0,runs/fs_cyclic_c8_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
5
+ fs_cyclic_c8_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200,agg_last,15,agg_last layer 15,0.9861881140228043,runs/fs_cyclic_c8_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
6
+ fs_divisor_lattice_12_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200,agg_avg,0,agg_avg layer 00,1.0,runs/fs_divisor_lattice_12_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
7
+ fs_divisor_lattice_12_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200,agg_avg,0,agg_avg layer 00,1.0,runs/fs_divisor_lattice_12_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
8
+ fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200,agg_avg,19,agg_avg layer 19,0.8033493685396008,runs/fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
9
+ fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200,agg_avg,18,agg_avg layer 18,0.6678825721307428,runs/fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
10
+ fs_modular_mod10_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200,agg_avg,0,agg_avg layer 00,0.9778279103443431,runs/fs_modular_mod10_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
11
+ fs_modular_mod10_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200,agg_avg,0,agg_avg layer 00,0.9710077491190152,runs/fs_modular_mod10_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
12
+ fs_prime_field_f5_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200,agg_avg,0,agg_avg layer 00,1.0,runs/fs_prime_field_f5_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
13
+ fs_prime_field_f5_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200,agg_last,17,agg_last layer 17,0.9929365400523323,runs/fs_prime_field_f5_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
14
+ fs_product_c2_c3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200,agg_avg,12,agg_avg layer 12,0.9997481108312343,runs/fs_product_c2_c3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to10_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
15
+ fs_product_c2_c3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200,agg_avg,9,agg_avg layer 09,0.9937438382725172,runs/fs_product_c2_c3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_final_only_e200/length_generalization_best_layer_accuracy_by_depth.png
runs/finite_structure_length_generalization_best_layer_all_trained_layers_best_layers.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ structure_slug,source_runs,agg_method,layer,mean_eval_accuracy_across_depths
2
+ automaton_10_3,"fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_layers11to28_e200",agg_avg,8,1.0
3
+ boolean_b3,"fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_layers11to28_e200",agg_avg,3,0.9930174444664592
4
+ cyclic_c8,"fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_layers11to28_e200",agg_last,8,0.9996128246270874
5
+ dihedral_d4,"fs_dihedral_d4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,fs_dihedral_d4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_layers11to28_e200",agg_last,9,0.935128926373166
6
+ divisor_lattice_12,"fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_layers11to28_e200",agg_avg,0,1.0
7
+ extension_field_f4,"fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_layers11to28_e200",agg_avg,5,1.0
8
+ gl2_f2,"fs_gl2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,fs_gl2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_layers11to28_e200",agg_avg,9,1.0
9
+ matrix_ring_m2_f2,"fs_matrix_ring_m2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,fs_matrix_ring_m2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_layers11to28_e200",agg_avg,7,0.7837292968247728
10
+ modular_mod10,"fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_layers11to28_e200",agg_last,5,0.8822781529658572
11
+ permutation_s3,"fs_permutation_s3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,fs_permutation_s3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_layers11to28_e200",agg_avg,4,0.8571428571428571
12
+ prime_field_f5,"fs_prime_field_f5_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,fs_prime_field_f5_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_layers11to28_e200",agg_avg,0,1.0
13
+ product_c2_c3,"fs_product_c2_c3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,fs_product_c2_c3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_layers11to28_e200",agg_avg,6,1.0
runs/finite_structure_length_generalization_best_layer_all_trained_layers_curves.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ agg_method,layer,eval_depth,eval_accuracy_mean,eval_accuracy_std,eval_loss_mean,eval_loss_std,n_eval_mean,run_id,structure_slug
2
+ agg_avg,8,1,1.0,,0.0253100188937199,,393.0,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,automaton_10_3
3
+ agg_avg,8,2,1.0,,0.0302053382319788,,62.0,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,automaton_10_3
4
+ agg_avg,8,3,1.0,,0.0001996770345916,,12.0,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,automaton_10_3
5
+ agg_avg,8,4,1.0,,5.229450835031457e-06,,1.0,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,automaton_10_3
6
+ agg_avg,8,5,1.0,,0.0017144940793514,,1.0,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,automaton_10_3
7
+ agg_avg,8,6,1.0,,0.0005304358201101,,3.0,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,automaton_10_3
8
+ agg_avg,8,8,1.0,,3.810060297837481e-05,,1.0,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,automaton_10_3
9
+ agg_avg,3,1,0.9853300733496332,,0.0469039320071344,,409.0,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,boolean_b3
10
+ agg_avg,3,2,0.9803921568627452,,0.0724077848047992,,153.0,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,boolean_b3
11
+ agg_avg,3,3,0.9871794871794872,,0.0784137493524795,,78.0,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,boolean_b3
12
+ agg_avg,3,4,0.9772727272727272,,0.0847785906358198,,44.0,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,boolean_b3
13
+ agg_avg,3,5,1.0,,0.0096966659738903,,21.0,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,boolean_b3
14
+ agg_avg,3,6,1.0,,0.0268780887126922,,32.0,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,boolean_b3
15
+ agg_avg,3,7,1.0,,0.0003340791624325,,13.0,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,boolean_b3
16
+ agg_avg,3,8,1.0,,0.0161343302045549,,7.0,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,boolean_b3
17
+ agg_avg,3,9,1.0,,0.0012299755277733,,3.0,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,boolean_b3
18
+ agg_avg,3,10,1.0,,0.0054568005725741,,2.0,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,boolean_b3
19
+ agg_last,8,1,1.0,,0.0002213550316062,,399.0,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,cyclic_c8
20
+ agg_last,8,2,1.0,,0.0002558830452252,,415.0,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,cyclic_c8
21
+ agg_last,8,3,1.0,,0.000219225020785,,380.0,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,cyclic_c8
22
+ agg_last,8,4,1.0,,0.0003550348907797,,339.0,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,cyclic_c8
23
+ agg_last,8,5,1.0,,0.0004130155315219,,319.0,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,cyclic_c8
24
+ agg_last,8,6,1.0,,0.0016615835421863,,1496.0,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,cyclic_c8
25
+ agg_last,8,7,0.9971830985915492,,0.0084908445116499,,1420.0,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,cyclic_c8
26
+ agg_last,8,8,1.0,,0.002054718879608,,333.0,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,cyclic_c8
27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
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52
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53
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54
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55
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56
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57
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58
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59
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60
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61
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62
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63
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64
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65
+ agg_avg,7,6,1.0,,0.0018413435900583,,4.0,fs_matrix_ring_m2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,matrix_ring_m2_f2
66
+ agg_last,5,1,0.9896373056994818,,0.0679118200904964,,386.0,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,modular_mod10
67
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68
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69
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70
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71
+ agg_last,5,6,0.8486187845303867,,0.6160229761956146,,905.0,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,modular_mod10
72
+ agg_last,5,7,0.810077519379845,,0.7434569366218508,,774.0,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,modular_mod10
73
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74
+ agg_last,5,9,0.8052208835341366,,0.8796573010793173,,498.0,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,modular_mod10
75
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76
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77
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78
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79
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80
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81
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82
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83
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84
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85
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86
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87
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88
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89
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90
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91
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92
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93
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94
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95
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96
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97
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98
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99
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100
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101
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runs/finite_structure_length_generalization_best_layer_best_layers.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ structure_slug,run_id,agg_method,layer,mean_eval_accuracy_across_depths
2
+ automaton_10_3,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,agg_avg,3,1.0
3
+ boolean_b3,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,agg_avg,3,0.9930174444664592
4
+ cyclic_c8,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,agg_last,8,0.9996128246270874
5
+ dihedral_d4,fs_dihedral_d4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,agg_last,9,0.935128926373166
6
+ divisor_lattice_12,fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,agg_avg,0,1.0
7
+ extension_field_f4,fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,agg_avg,5,1.0
8
+ gl2_f2,fs_gl2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,agg_avg,9,1.0
9
+ matrix_ring_m2_f2,fs_matrix_ring_m2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,agg_avg,7,0.7837292968247728
10
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+ permutation_s3,fs_permutation_s3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,agg_avg,4,0.8571428571428571
12
+ prime_field_f5,fs_prime_field_f5_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,agg_avg,0,1.0
13
+ product_c2_c3,fs_product_c2_c3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200,agg_avg,6,1.0
runs/finite_structure_length_generalization_best_layer_curves.csv ADDED
@@ -0,0 +1,101 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ agg_method,layer,eval_depth,eval_accuracy_mean,eval_accuracy_std,eval_loss_mean,eval_loss_std,n_eval_mean,structure_slug,run_id
2
+ agg_avg,3,1,1.0,,0.0631419805473347,,393.0,automaton_10_3,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
3
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4
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5
+ agg_avg,3,4,1.0,,1.7547979950904846e-05,,1.0,automaton_10_3,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
6
+ agg_avg,3,5,1.0,,0.0004058548365719,,1.0,automaton_10_3,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
7
+ agg_avg,3,6,1.0,,0.0002795854816213,,3.0,automaton_10_3,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
8
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9
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10
+ agg_avg,3,2,0.9803921568627452,,0.0724077848047992,,153.0,boolean_b3,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
11
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12
+ agg_avg,3,4,0.9772727272727272,,0.0847785906358198,,44.0,boolean_b3,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
13
+ agg_avg,3,5,1.0,,0.0096966659738903,,21.0,boolean_b3,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
14
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15
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16
+ agg_avg,3,8,1.0,,0.0161343302045549,,7.0,boolean_b3,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
17
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18
+ agg_avg,3,10,1.0,,0.0054568005725741,,2.0,boolean_b3,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
19
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20
+ agg_last,8,2,1.0,,0.0002558830452252,,415.0,cyclic_c8,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
21
+ agg_last,8,3,1.0,,0.000219225020785,,380.0,cyclic_c8,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
22
+ agg_last,8,4,1.0,,0.0003550348907797,,339.0,cyclic_c8,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
23
+ agg_last,8,5,1.0,,0.0004130155315219,,319.0,cyclic_c8,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
24
+ agg_last,8,6,1.0,,0.0016615835421863,,1496.0,cyclic_c8,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
25
+ agg_last,8,7,0.9971830985915492,,0.0084908445116499,,1420.0,cyclic_c8,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
26
+ agg_last,8,8,1.0,,0.002054718879608,,333.0,cyclic_c8,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
27
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28
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29
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30
+ agg_last,9,2,0.989010989010989,,0.1636801604386214,,91.0,dihedral_d4,fs_dihedral_d4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
31
+ agg_last,9,3,0.8387096774193549,,2.4554293232579387,,31.0,dihedral_d4,fs_dihedral_d4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
32
+ agg_last,9,4,0.9,,1.0576349258422852,,10.0,dihedral_d4,fs_dihedral_d4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
33
+ agg_last,9,5,1.0,,0.0108059868216514,,1.0,dihedral_d4,fs_dihedral_d4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
34
+ agg_last,9,6,0.8181818181818182,,0.6728811264038086,,11.0,dihedral_d4,fs_dihedral_d4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
35
+ agg_last,9,7,1.0,,0.0555980205535888,,1.0,dihedral_d4,fs_dihedral_d4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
36
+ agg_avg,0,1,1.0,,0.0102801214837907,,397.0,divisor_lattice_12,fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
37
+ agg_avg,0,2,1.0,,0.0056137371063232,,375.0,divisor_lattice_12,fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
38
+ agg_avg,0,3,1.0,,0.0035740554148198,,323.0,divisor_lattice_12,fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
39
+ agg_avg,0,4,1.0,,0.0014280816049952,,304.0,divisor_lattice_12,fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
40
+ agg_avg,0,5,1.0,,0.0010279938299557,,267.0,divisor_lattice_12,fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
41
+ agg_avg,0,6,1.0,,0.0003821381107488,,1299.0,divisor_lattice_12,fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
42
+ agg_avg,0,7,1.0,,0.0003210455311434,,1127.0,divisor_lattice_12,fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
43
+ agg_avg,0,8,1.0,,0.0002160526081627,,510.0,divisor_lattice_12,fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
44
+ agg_avg,0,9,1.0,,9.018463530097643e-05,,743.0,divisor_lattice_12,fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
45
+ agg_avg,0,10,1.0,,7.398138427885512e-05,,631.0,divisor_lattice_12,fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
46
+ agg_avg,5,1,1.0,,0.0003247410425097,,407.0,extension_field_f4,fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
47
+ agg_avg,5,2,1.0,,0.0004359523609148,,226.0,extension_field_f4,fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
48
+ agg_avg,5,3,1.0,,0.0005130736955574,,140.0,extension_field_f4,fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
49
+ agg_avg,5,4,1.0,,0.0003731281338435,,53.0,extension_field_f4,fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
50
+ agg_avg,5,5,1.0,,0.0002349635194006,,19.0,extension_field_f4,fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
51
+ agg_avg,5,6,1.0,,0.0015468320425818,,85.0,extension_field_f4,fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
52
+ agg_avg,5,7,1.0,,0.0006687542630566,,45.0,extension_field_f4,fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
53
+ agg_avg,5,8,1.0,,0.0002996531839016,,1.0,extension_field_f4,fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
54
+ agg_avg,5,9,1.0,,0.0002476307563483,,8.0,extension_field_f4,fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
55
+ agg_avg,5,10,1.0,,0.0047178696841001,,3.0,extension_field_f4,fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
56
+ agg_avg,9,1,1.0,,0.0020823766132296,,394.0,gl2_f2,fs_gl2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
57
+ agg_avg,9,2,1.0,,0.0071774156888326,,75.0,gl2_f2,fs_gl2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
58
+ agg_avg,9,3,1.0,,0.0368359923362731,,20.0,gl2_f2,fs_gl2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
59
+ agg_avg,9,4,1.0,,0.0501605160534381,,2.0,gl2_f2,fs_gl2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
60
+ agg_avg,7,1,0.9330024813895782,,0.2482909777619998,,403.0,matrix_ring_m2_f2,fs_matrix_ring_m2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
61
+ agg_avg,7,2,0.6844919786096256,,1.3565964316301804,,187.0,matrix_ring_m2_f2,fs_matrix_ring_m2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
62
+ agg_avg,7,3,0.5701754385964912,,2.0701516134697093,,114.0,matrix_ring_m2_f2,fs_matrix_ring_m2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
63
+ agg_avg,7,4,0.5147058823529411,,2.99149928373449,,68.0,matrix_ring_m2_f2,fs_matrix_ring_m2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
64
+ agg_avg,7,5,1.0,,0.6048969030380249,,1.0,matrix_ring_m2_f2,fs_matrix_ring_m2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
65
+ agg_avg,7,6,1.0,,0.0018413435900583,,4.0,matrix_ring_m2_f2,fs_matrix_ring_m2_f2_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
66
+ agg_last,5,1,0.9896373056994818,,0.0679118200904964,,386.0,modular_mod10,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
67
+ agg_last,5,2,0.9643916913946587,,0.1241025613394264,,337.0,modular_mod10,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
68
+ agg_last,5,3,0.9551282051282052,,0.1934421123602451,,312.0,modular_mod10,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
69
+ agg_last,5,4,0.9508196721311476,,0.2055464572593814,,244.0,modular_mod10,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
70
+ agg_last,5,5,0.905940594059406,,0.4311849008692373,,202.0,modular_mod10,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
71
+ agg_last,5,6,0.8486187845303867,,0.6160229761956146,,905.0,modular_mod10,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
72
+ agg_last,5,7,0.810077519379845,,0.7434569366218508,,774.0,modular_mod10,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
73
+ agg_last,5,8,0.7859848484848485,,0.9141169461337004,,528.0,modular_mod10,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
74
+ agg_last,5,9,0.8052208835341366,,0.8796573010793173,,498.0,modular_mod10,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
75
+ agg_last,5,10,0.8069620253164557,,0.8358996427511867,,316.0,modular_mod10,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
76
+ agg_avg,4,1,1.0,,0.0082181777483151,,405.0,permutation_s3,fs_permutation_s3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
77
+ agg_avg,4,2,1.0,,0.0273783760411398,,28.0,permutation_s3,fs_permutation_s3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
78
+ agg_avg,4,3,1.0,,0.0744016333059831,,11.0,permutation_s3,fs_permutation_s3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
79
+ agg_avg,4,4,0.0,,5.200347900390625,,1.0,permutation_s3,fs_permutation_s3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
80
+ agg_avg,4,5,1.0,,0.0595878586173057,,1.0,permutation_s3,fs_permutation_s3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
81
+ agg_avg,4,7,1.0,,0.386848121881485,,1.0,permutation_s3,fs_permutation_s3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
82
+ agg_avg,4,10,1.0,,0.6874275207519531,,1.0,permutation_s3,fs_permutation_s3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
83
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84
+ agg_avg,0,2,1.0,,0.0103440483411153,,348.0,prime_field_f5,fs_prime_field_f5_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
85
+ agg_avg,0,3,1.0,,0.0104354381561279,,290.0,prime_field_f5,fs_prime_field_f5_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
86
+ agg_avg,0,4,1.0,,0.0095990203438004,,191.0,prime_field_f5,fs_prime_field_f5_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
87
+ agg_avg,0,5,1.0,,0.0095682683198348,,115.0,prime_field_f5,fs_prime_field_f5_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
88
+ agg_avg,0,6,1.0,,0.0085301005322,,460.0,prime_field_f5,fs_prime_field_f5_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
89
+ agg_avg,0,7,1.0,,0.0079064891693439,,235.0,prime_field_f5,fs_prime_field_f5_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
90
+ agg_avg,0,8,1.0,,0.0070388459447604,,67.0,prime_field_f5,fs_prime_field_f5_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
91
+ agg_avg,0,9,1.0,,0.0071677207015454,,64.0,prime_field_f5,fs_prime_field_f5_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
92
+ agg_avg,0,10,1.0,,0.0098140634158078,,17.0,prime_field_f5,fs_prime_field_f5_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
93
+ agg_avg,6,1,1.0,,0.0003702248783017,,407.0,product_c2_c3,fs_product_c2_c3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
94
+ agg_avg,6,2,1.0,,0.0005937948884805,,241.0,product_c2_c3,fs_product_c2_c3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
95
+ agg_avg,6,3,1.0,,0.0007710610615446,,47.0,product_c2_c3,fs_product_c2_c3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
96
+ agg_avg,6,4,1.0,,0.001945928839229,,149.0,product_c2_c3,fs_product_c2_c3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
97
+ agg_avg,6,5,1.0,,0.000162570097018,,2.0,product_c2_c3,fs_product_c2_c3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
98
+ agg_avg,6,6,1.0,,0.0047300936920302,,28.0,product_c2_c3,fs_product_c2_c3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
99
+ agg_avg,6,7,1.0,,0.0107976701110601,,2.0,product_c2_c3,fs_product_c2_c3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
100
+ agg_avg,6,9,1.0,,0.1038895845413208,,6.0,product_c2_c3,fs_product_c2_c3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
101
+ agg_avg,6,10,1.0,,0.0135168638080358,,16.0,product_c2_c3,fs_product_c2_c3_depth1to10_n2000x10_qwen3_1.7B_train1to5_eval1to10_e200
runs/kinfer_qwen3_4b_mi300x.yaml ADDED
@@ -0,0 +1,35 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ version: 1
2
+
3
+ cluster:
4
+ image: vllm/vllm-openai-rocm:v0.17.1
5
+ weights_uri: s3://us-east-01a/cohere-baselines/tif/exports/generative_models/poseidon/qwen3-4b/vllm
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+ total_gpus: 8
7
+ hardware: MI300X
8
+ queue: batch-pre-training-queue
9
+ priority: dev-high-training-priority
10
+
11
+ mode: standard
12
+
13
+ model:
14
+ served_name: foundations-kinfer-qwen3-4b
15
+ vllm_args:
16
+ tensor-parallel-size: 1
17
+ reasoning-parser: qwen3
18
+ max-model-len: 32768
19
+ max-num-seqs: 128
20
+ language-model-only: true
21
+ enable-prefix-caching: true
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+ vllm_env:
23
+ VLLM_USE_V1: "1"
24
+
25
+ routing:
26
+ load_balancing_scorers:
27
+ default:
28
+ scorers:
29
+ - type: round_robin
30
+
31
+ standard:
32
+ replicas: 8
33
+ gpu_memory_utilization: 0.90
34
+ startup_timeout_s: 2400
35
+ placement: PACK
runs/layers0to25_train1to5_best_layer_length_generalization_subplots.csv ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ slug,agg_method,layer,layer_name,mean_eval_accuracy_across_depths
2
+ modular_mod10,agg_avg,0,agg_avg layer 00,0.9710077491190152
3
+ prime_field_f5,agg_last,17,agg_last layer 17,0.9929365400523326
4
+ cyclic_c8,agg_last,15,agg_last layer 15,0.9861881140228042
5
+ product_c2_c3,agg_avg,9,agg_avg layer 09,0.9937438382725172
6
+ divisor_lattice_12,agg_avg,0,agg_avg layer 00,1.0
7
+ matrix_ring_m2_f2,agg_avg,18,agg_avg layer 18,0.6678825721307428
8
+ automaton_10_3,agg_avg,0,agg_avg layer 00,1.0
runs/length_generalization_summary_train1to5_eval1to10_agg_last_layer06.csv ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ agg_method,layer,eval_depth,eval_accuracy_mean,eval_accuracy_std,eval_loss_mean,eval_loss_std,n_eval_mean,modulus
2
+ agg_last,6,1,1.0,,1.2592018731398346e-06,,405.0,2
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5
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6
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7
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8
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9
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10
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11
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12
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13
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14
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15
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16
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17
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18
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19
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20
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21
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22
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23
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24
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25
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26
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27
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28
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29
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30
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31
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32
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33
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34
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35
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36
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37
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38
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39
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40
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41
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42
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43
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44
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45
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46
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47
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48
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49
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50
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51
+ agg_last,6,10,0.7075471698113207,,1.6047559054392688,,318.0,10
runs/modular_mod10_qwen8b_final_only_non_teacher_forced_accuracy.csv ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ setting,agg_method,best_layer,non_teacher_forced_train_accuracy,non_teacher_forced_test_accuracy,n_train_mean,n_test_mean
2
+ train1to10_eval1to10,agg_avg,0,0.982282471626734,0.977811396873424,15860.0,3966.0
3
+ train1to10_eval1to10,agg_last,1,0.9237074401008828,0.9120020171457388,15860.0,3966.0
4
+ train1to5_eval1to10,agg_avg,0,0.9847423711855928,0.9644970414201184,7996.0,11830.0
5
+ train1to5_eval1to10,agg_last,12,0.9841170585292648,0.8688926458157228,7996.0,11830.0
runs/modular_mod10_qwen8b_final_only_teacher_forced_metrics.csv ADDED
@@ -0,0 +1,5 @@
 
 
 
 
 
 
1
+ setting,agg_method,best_rollout_layer,rollout_test_acc_at_best_rollout,teacher_forced_test_acc_at_best_rollout,teacher_forced_train_acc_at_best_rollout,best_teacher_forced_layer,best_teacher_forced_test_acc,best_teacher_forced_train_acc,rollout_test_acc_at_best_teacher_forced
2
+ train1to10_eval1to10,agg_avg,0,0.977811396873424,0.9954216646827212,0.9963238694164432,0,0.9954216646827212,0.9963238694164432,0.977811396873424
3
+ train1to10_eval1to10,agg_last,1,0.9120020171457388,0.9789396575405184,0.9798159622676408,1,0.9789396575405184,0.9798159622676408,0.9120020171457388
4
+ train1to5_eval1to10,agg_avg,0,0.9644970414201184,0.9936654905396766,0.9945579370395178,0,0.9936654905396766,0.9945579370395178,0.9644970414201184
5
+ train1to5_eval1to10,agg_last,12,0.8688926458157228,0.9634492884037036,0.9562123241795044,1,0.9643373037486088,0.9295043536503684,0.8277261200338123
runs/modular_strict_parse_accuracy_comparison.csv ADDED
@@ -0,0 +1,6 @@
 
 
 
 
 
 
 
1
+ modulus,experiment_id,n,old_final_answer_acc,strict_final_answer_acc,final_answer_delta_pp,old_all_boxed_steps_acc,strict_all_boxed_steps_acc,all_boxed_steps_delta_pp,old_all_steps_and_actions_acc,strict_all_steps_and_actions_acc,all_steps_and_actions_delta_pp,old_final_answer_correct,strict_final_answer_correct,old_all_steps_and_actions_correct,strict_all_steps_and_actions_correct
2
+ 2,mod2_depth1to10_n20k_qwen3_1.7B,20000,0.80355,0.695,-10.855,0.71885,0.63045,-8.84,0.6622,0.58155,-8.065,16071,13900,13244,11631
3
+ 3,mod3_depth1to10_n20k_qwen3_1.7B,20000,0.69385,0.61175,-8.21,0.6309,0.56015,-7.075,0.6109,0.5432,-6.77,13877,12235,12218,10864
4
+ 5,mod5_depth1to10_n20k_qwen3_1.7B,20000,0.6145,0.54215,-7.235,0.55585,0.49585,-6.0,0.5491,0.4903,-5.88,12290,10843,10982,9806
5
+ 8,mod8_depth1to10_n20k_qwen3_1.7B,20000,0.5595,0.462,-9.75,0.49075,0.41115,-7.96,0.4868,0.4083,-7.85,11190,9240,9736,8166
6
+ 10,mod10_depth1to10_n20k_qwen3_1.7B,20000,0.58725,0.27115,-31.61,0.52375,0.2545,-26.925,0.5209,0.25345,-26.745,11745,5423,10418,5069
runs/natural_final_answer_by_depth.csv ADDED
@@ -0,0 +1,241 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,version,depth,n,foundry_valid,has_box,final_correct,final_accuracy
2
+ modular_mod10,previous_tagged,1,2000,2000,2000,2000,1.0
3
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4
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5
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6
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7
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8
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9
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10
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11
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12
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13
+ modular_mod10,natural,2,2000,2000,2000,1996,0.998
14
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15
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16
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17
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18
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19
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20
+ modular_mod10,natural,9,2000,2000,1999,1943,0.9715
21
+ modular_mod10,natural,10,2000,2000,2000,1942,0.971
22
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23
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24
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25
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26
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27
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28
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29
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30
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31
+ prime_field_f5,previous_tagged,10,2000,1958,1958,840,0.42
32
+ prime_field_f5,natural,1,2000,2000,2000,1890,0.945
33
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34
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35
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36
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37
+ prime_field_f5,natural,6,2000,2000,2000,1769,0.8845
38
+ prime_field_f5,natural,7,2000,2000,2000,1837,0.9185
39
+ prime_field_f5,natural,8,2000,2000,1998,1834,0.917
40
+ prime_field_f5,natural,9,2000,2000,2000,1797,0.8985
41
+ prime_field_f5,natural,10,2000,2000,1998,1810,0.905
42
+ extension_field_f4,previous_tagged,1,2000,2000,2000,2000,1.0
43
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44
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45
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46
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47
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48
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49
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50
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51
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52
+ extension_field_f4,natural,1,2000,2000,1987,1279,0.6395
53
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54
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55
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56
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57
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58
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59
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60
+ extension_field_f4,natural,9,2000,2000,1995,680,0.34
61
+ extension_field_f4,natural,10,2000,2000,1996,747,0.3735
62
+ cyclic_c8,previous_tagged,1,2000,2000,2000,2000,1.0
63
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64
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65
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66
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67
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68
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69
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70
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71
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72
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73
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74
+ cyclic_c8,natural,3,2000,2000,2000,1998,0.999
75
+ cyclic_c8,natural,4,2000,2000,2000,1991,0.9955
76
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77
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78
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79
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80
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81
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82
+ product_c2_c3,previous_tagged,1,2000,2000,2000,2000,1.0
83
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84
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85
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86
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87
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88
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89
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90
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91
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92
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93
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94
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95
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96
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97
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98
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99
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100
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101
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102
+ permutation_s3,previous_tagged,1,2000,2000,2000,2000,1.0
103
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104
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105
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106
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107
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108
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109
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110
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111
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112
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113
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114
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115
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116
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117
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118
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119
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120
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121
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122
+ dihedral_d4,previous_tagged,1,2000,2000,2000,2000,1.0
123
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124
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125
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126
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127
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128
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129
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130
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131
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132
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133
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134
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135
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136
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137
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138
+ dihedral_d4,natural,7,2000,2000,1894,137,0.0685
139
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140
+ dihedral_d4,natural,9,2000,2000,1882,96,0.048
141
+ dihedral_d4,natural,10,2000,2000,1865,100,0.05
142
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143
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144
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145
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146
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147
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148
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149
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150
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151
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152
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153
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154
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155
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156
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157
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158
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159
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160
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161
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162
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163
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164
+ divisor_lattice_12,previous_tagged,3,2000,2000,2000,1742,0.871
165
+ divisor_lattice_12,previous_tagged,4,2000,2000,2000,1647,0.8235
166
+ divisor_lattice_12,previous_tagged,5,2000,2000,2000,1601,0.8005
167
+ divisor_lattice_12,previous_tagged,6,2000,2000,2000,1586,0.793
168
+ divisor_lattice_12,previous_tagged,7,2000,2000,2000,1586,0.793
169
+ divisor_lattice_12,previous_tagged,8,2000,2000,2000,1600,0.8
170
+ divisor_lattice_12,previous_tagged,9,2000,2000,2000,1611,0.8055
171
+ divisor_lattice_12,previous_tagged,10,2000,1961,1961,1542,0.771
172
+ divisor_lattice_12,natural,1,2000,2000,2000,1946,0.973
173
+ divisor_lattice_12,natural,2,2000,2000,2000,1851,0.9255
174
+ divisor_lattice_12,natural,3,2000,2000,2000,1940,0.97
175
+ divisor_lattice_12,natural,4,2000,2000,2000,1910,0.955
176
+ divisor_lattice_12,natural,5,2000,2000,2000,1862,0.931
177
+ divisor_lattice_12,natural,6,2000,2000,2000,1822,0.911
178
+ divisor_lattice_12,natural,7,2000,2000,1999,1849,0.9245
179
+ divisor_lattice_12,natural,8,2000,2000,2000,1862,0.931
180
+ divisor_lattice_12,natural,9,2000,2000,2000,1865,0.9325
181
+ divisor_lattice_12,natural,10,2000,2000,2000,1895,0.9475
182
+ matrix_ring_m2_f2,previous_tagged,1,2000,2000,2000,2000,1.0
183
+ matrix_ring_m2_f2,previous_tagged,2,2000,2000,2000,1134,0.567
184
+ matrix_ring_m2_f2,previous_tagged,3,2000,2000,2000,783,0.3915
185
+ matrix_ring_m2_f2,previous_tagged,4,2000,2000,2000,629,0.3145
186
+ matrix_ring_m2_f2,previous_tagged,5,2000,2000,2000,468,0.234
187
+ matrix_ring_m2_f2,previous_tagged,6,2000,2000,2000,487,0.2435
188
+ matrix_ring_m2_f2,previous_tagged,7,2000,2000,2000,438,0.219
189
+ matrix_ring_m2_f2,previous_tagged,8,2000,2000,2000,434,0.217
190
+ matrix_ring_m2_f2,previous_tagged,9,2000,2000,2000,454,0.227
191
+ matrix_ring_m2_f2,previous_tagged,10,2000,2000,2000,466,0.233
192
+ matrix_ring_m2_f2,natural,1,2000,2000,1183,944,0.472
193
+ matrix_ring_m2_f2,natural,2,2000,2000,932,453,0.2265
194
+ matrix_ring_m2_f2,natural,3,2000,2000,1222,488,0.244
195
+ matrix_ring_m2_f2,natural,4,2000,2000,1346,817,0.4085
196
+ matrix_ring_m2_f2,natural,5,2000,2000,1340,786,0.393
197
+ matrix_ring_m2_f2,natural,6,2000,2000,1260,647,0.3235
198
+ matrix_ring_m2_f2,natural,7,2000,2000,1455,647,0.3235
199
+ matrix_ring_m2_f2,natural,8,2000,2000,1735,624,0.312
200
+ matrix_ring_m2_f2,natural,9,2000,2000,1697,472,0.236
201
+ matrix_ring_m2_f2,natural,10,2000,2000,1734,656,0.328
202
+ gl2_f2,previous_tagged,1,2000,2000,2000,2000,1.0
203
+ gl2_f2,previous_tagged,2,2000,2000,2000,378,0.189
204
+ gl2_f2,previous_tagged,3,2000,2000,2000,314,0.157
205
+ gl2_f2,previous_tagged,4,2000,2000,2000,304,0.152
206
+ gl2_f2,previous_tagged,5,2000,2000,2000,334,0.167
207
+ gl2_f2,previous_tagged,6,2000,2000,2000,288,0.144
208
+ gl2_f2,previous_tagged,7,2000,2000,2000,340,0.17
209
+ gl2_f2,previous_tagged,8,2000,2000,2000,301,0.1505
210
+ gl2_f2,previous_tagged,9,2000,2000,2000,313,0.1565
211
+ gl2_f2,previous_tagged,10,2000,2000,2000,308,0.154
212
+ gl2_f2,natural,1,2000,2000,459,136,0.068
213
+ gl2_f2,natural,2,2000,2000,838,71,0.0355
214
+ gl2_f2,natural,3,2000,2000,858,221,0.1105
215
+ gl2_f2,natural,4,2000,2000,1017,239,0.1195
216
+ gl2_f2,natural,5,2000,2000,642,112,0.056
217
+ gl2_f2,natural,6,2000,2000,477,49,0.0245
218
+ gl2_f2,natural,7,2000,2000,291,30,0.015
219
+ gl2_f2,natural,8,2000,2000,473,27,0.0135
220
+ gl2_f2,natural,9,2000,2000,665,29,0.0145
221
+ gl2_f2,natural,10,2000,2000,774,70,0.035
222
+ automaton_10_3,previous_tagged,1,2000,2000,2000,2000,1.0
223
+ automaton_10_3,previous_tagged,2,2000,2000,2000,287,0.1435
224
+ automaton_10_3,previous_tagged,3,2000,2000,2000,213,0.1065
225
+ automaton_10_3,previous_tagged,4,2000,2000,2000,195,0.0975
226
+ automaton_10_3,previous_tagged,5,2000,2000,2000,182,0.091
227
+ automaton_10_3,previous_tagged,6,2000,2000,2000,174,0.087
228
+ automaton_10_3,previous_tagged,7,2000,2000,2000,210,0.105
229
+ automaton_10_3,previous_tagged,8,2000,2000,2000,196,0.098
230
+ automaton_10_3,previous_tagged,9,2000,2000,2000,187,0.0935
231
+ automaton_10_3,previous_tagged,10,2000,2000,2000,150,0.075
232
+ automaton_10_3,natural,1,2000,2000,2000,253,0.1265
233
+ automaton_10_3,natural,2,2000,2000,2000,261,0.1305
234
+ automaton_10_3,natural,3,2000,1999,1999,205,0.1025
235
+ automaton_10_3,natural,4,2000,2000,2000,240,0.12
236
+ automaton_10_3,natural,5,2000,2000,2000,213,0.1065
237
+ automaton_10_3,natural,6,2000,2000,2000,173,0.0865
238
+ automaton_10_3,natural,7,2000,2000,2000,176,0.088
239
+ automaton_10_3,natural,8,2000,2000,2000,229,0.1145
240
+ automaton_10_3,natural,9,2000,2000,2000,204,0.102
241
+ automaton_10_3,natural,10,2000,2000,1998,209,0.1045
runs/natural_final_answer_comparison.csv ADDED
@@ -0,0 +1,25 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,version,experiment_id,n,foundry_valid,has_box,final_correct,final_accuracy
2
+ modular_mod10,previous_tagged,fs_modular_mod10_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,7134,0.3567
3
+ modular_mod10,natural,fs_modular_mod10_natural_outputs_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19999,19629,0.98145
4
+ prime_field_f5,previous_tagged,fs_prime_field_f5_depth1to10_n2000x10_qwen3_1.7B,20000,19958,19958,12792,0.6396
5
+ prime_field_f5,natural,fs_prime_field_f5_natural_outputs_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19996,18107,0.90535
6
+ extension_field_f4,previous_tagged,fs_extension_field_f4_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,9310,0.4655
7
+ extension_field_f4,natural,fs_extension_field_f4_natural_outputs_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19891,8350,0.4175
8
+ cyclic_c8,previous_tagged,fs_cyclic_c8_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,17361,0.86805
9
+ cyclic_c8,natural,fs_cyclic_c8_natural_outputs_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,17416,0.8708
10
+ product_c2_c3,previous_tagged,fs_product_c2_c3_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,12635,0.63175
11
+ product_c2_c3,natural,fs_product_c2_c3_natural_outputs_depth1to10_n2000x10_qwen3_1.7B,20000,19999,19999,12552,0.6276
12
+ permutation_s3,previous_tagged,fs_permutation_s3_depth1to10_n2000x10_qwen3_1.7B,20000,19727,19727,5001,0.25005
13
+ permutation_s3,natural,fs_permutation_s3_natural_outputs_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19956,4411,0.22055
14
+ dihedral_d4,previous_tagged,fs_dihedral_d4_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19961,4632,0.2316
15
+ dihedral_d4,natural,fs_dihedral_d4_natural_outputs_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19072,1582,0.0791
16
+ boolean_b3,previous_tagged,fs_boolean_b3_depth1to10_n2000x10_qwen3_1.7B,20000,19969,19969,7228,0.3614
17
+ boolean_b3,natural,fs_boolean_b3_natural_outputs_depth1to10_n2000x10_qwen3_1.7B,20000,20000,18858,7207,0.36035
18
+ divisor_lattice_12,previous_tagged,fs_divisor_lattice_12_depth1to10_n2000x10_qwen3_1.7B,20000,19961,19961,16662,0.8331
19
+ divisor_lattice_12,natural,fs_divisor_lattice_12_natural_outputs_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19999,18802,0.9401
20
+ matrix_ring_m2_f2,previous_tagged,fs_matrix_ring_m2_f2_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,7293,0.36465
21
+ matrix_ring_m2_f2,natural,fs_matrix_ring_m2_f2_natural_outputs_depth1to10_n2000x10_qwen3_1.7B,20000,20000,13904,6534,0.3267
22
+ gl2_f2,previous_tagged,fs_gl2_f2_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,4880,0.244
23
+ gl2_f2,natural,fs_gl2_f2_natural_outputs_depth1to10_n2000x10_qwen3_1.7B,20000,20000,6494,984,0.0492
24
+ automaton_10_3,previous_tagged,fs_automaton_10_3_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,3794,0.1897
25
+ automaton_10_3,natural,fs_automaton_10_3_natural_outputs_depth1to10_n2000x10_qwen3_1.7B,20000,19999,19997,2163,0.10815
runs/natural_loose_step_format_rates.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,n,foundry_ok,any_line_step,any_line_step_pct,all_line_steps,all_line_steps_pct,all_line_steps_with_content,all_line_steps_with_content_pct,any_step_anywhere,any_step_anywhere_pct,all_steps_anywhere,all_steps_anywhere_pct
2
+ modular_mod10,20000,20000,17832,0.8916,17831,0.89155,17831,0.89155,17854,0.8927,15935,0.79675
3
+ prime_field_f5,20000,20000,19675,0.98375,19620,0.981,19620,0.981,19396,0.9698,18747,0.93735
4
+ extension_field_f4,20000,20000,19904,0.9952,19890,0.9945,19890,0.9945,19799,0.98995,18518,0.9259
5
+ cyclic_c8,20000,20000,15400,0.77,15398,0.7699,15398,0.7699,15318,0.7659,14689,0.73445
6
+ product_c2_c3,20000,19999,17074,0.8537,17072,0.8536,17072,0.8536,16865,0.84325,16590,0.8295
7
+ permutation_s3,20000,20000,17491,0.87455,17429,0.87145,17429,0.87145,14373,0.71865,11808,0.5904
8
+ dihedral_d4,20000,20000,18012,0.9006,17476,0.8738,17476,0.8738,17854,0.8927,16408,0.8204
9
+ boolean_b3,20000,20000,17337,0.86685,17261,0.86305,17261,0.86305,17387,0.86935,16700,0.835
10
+ divisor_lattice_12,20000,20000,19996,0.9998,19993,0.99965,19993,0.99965,19994,0.9997,19719,0.98595
11
+ matrix_ring_m2_f2,20000,20000,20000,1.0,19959,0.99795,19959,0.99795,19983,0.99915,19534,0.9767
12
+ gl2_f2,20000,20000,19962,0.9981,19954,0.9977,19954,0.9977,19606,0.9803,19518,0.9759
13
+ automaton_10_3,20000,19999,17584,0.8792,17583,0.87915,17583,0.87915,17209,0.86045,16973,0.84865
runs/natural_step_heading_format_rates.csv ADDED
@@ -0,0 +1,13 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ slug,n,foundry_ok,any_step_heading,any_step_heading_pct,all_step_headings,all_step_headings_pct,exact_triple_hash_all_steps,exact_triple_hash_all_steps_pct
2
+ modular_mod10,20000,20000,722,0.0361,722,0.0361,722,0.0361
3
+ prime_field_f5,20000,20000,1562,0.0781,1561,0.07805,1561,0.07805
4
+ extension_field_f4,20000,20000,14657,0.73285,14643,0.73215,14643,0.73215
5
+ cyclic_c8,20000,20000,0,0.0,0,0.0,0,0.0
6
+ product_c2_c3,20000,19999,49,0.00245,49,0.00245,49,0.00245
7
+ permutation_s3,20000,20000,9326,0.4663,9269,0.46345,9269,0.46345
8
+ dihedral_d4,20000,20000,7400,0.37,7087,0.35435,7087,0.35435
9
+ boolean_b3,20000,20000,377,0.01885,376,0.0188,376,0.0188
10
+ divisor_lattice_12,20000,20000,7424,0.3712,7421,0.37105,7419,0.37095
11
+ matrix_ring_m2_f2,20000,20000,0,0.0,0,0.0,0,0.0
12
+ gl2_f2,20000,20000,2877,0.14385,2875,0.14375,2875,0.14375
13
+ automaton_10_3,20000,19999,143,0.00715,143,0.00715,143,0.00715
runs/prompt_variant_metrics.csv ADDED
@@ -0,0 +1,49 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ variant,slug,experiment_id,n,foundry_valid,has_box,final_correct,final_accuracy,format_ok,format_adherence
2
+ natural_step_last_no_think,modular_mod10,fs_modular_mod10_natural_step_last_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,19873,0,12926,0.6463,11401,0.57005
3
+ natural_step_last_no_think,prime_field_f5,fs_prime_field_f5_natural_step_last_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,19874,0,12311,0.61555,9281,0.46405
4
+ natural_step_last_no_think,extension_field_f4,fs_extension_field_f4_natural_step_last_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,0,7436,0.3718,2916,0.1458
5
+ natural_step_last_no_think,cyclic_c8,fs_cyclic_c8_natural_step_last_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,0,11687,0.58435,9340,0.467
6
+ natural_step_last_no_think,product_c2_c3,fs_product_c2_c3_natural_step_last_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,0,6236,0.3118,4988,0.2494
7
+ natural_step_last_no_think,permutation_s3,fs_permutation_s3_natural_step_last_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,0,3347,0.16735,1486,0.0743
8
+ natural_step_last_no_think,dihedral_d4,fs_dihedral_d4_natural_step_last_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,0,2608,0.1304,851,0.04255
9
+ natural_step_last_no_think,boolean_b3,fs_boolean_b3_natural_step_last_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,0,4729,0.23645,1177,0.05885
10
+ natural_step_last_no_think,divisor_lattice_12,fs_divisor_lattice_12_natural_step_last_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,0,19522,0.9761,16368,0.8184
11
+ natural_step_last_no_think,matrix_ring_m2_f2,fs_matrix_ring_m2_f2_natural_step_last_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,0,5621,0.28105,3552,0.1776
12
+ natural_step_last_no_think,gl2_f2,fs_gl2_f2_natural_step_last_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,0,4661,0.23305,3625,0.18125
13
+ natural_step_last_no_think,automaton_10_3,fs_automaton_10_3_natural_step_last_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,0,2147,0.10735,334,0.0167
14
+ natural_step_boxed_no_think,modular_mod10,fs_modular_mod10_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19393,14367,0.71835,1949,0.09745
15
+ natural_step_boxed_no_think,prime_field_f5,fs_prime_field_f5_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,18713,13443,0.67215,3196,0.1598
16
+ natural_step_boxed_no_think,extension_field_f4,fs_extension_field_f4_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,18441,7078,0.3539,1762,0.0881
17
+ natural_step_boxed_no_think,cyclic_c8,fs_cyclic_c8_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19539,16267,0.81335,235,0.01175
18
+ natural_step_boxed_no_think,product_c2_c3,fs_product_c2_c3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19310,14736,0.7368,8391,0.41955
19
+ natural_step_boxed_no_think,permutation_s3,fs_permutation_s3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19824,5097,0.25485,2013,0.10065
20
+ natural_step_boxed_no_think,dihedral_d4,fs_dihedral_d4_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,18938,3079,0.15395,761,0.03805
21
+ natural_step_boxed_no_think,boolean_b3,fs_boolean_b3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,17816,6221,0.31105,1421,0.07105
22
+ natural_step_boxed_no_think,divisor_lattice_12,fs_divisor_lattice_12_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,17711,17575,0.87875,9296,0.4648
23
+ natural_step_boxed_no_think,matrix_ring_m2_f2,fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,17219,8457,0.42285,2687,0.13435
24
+ natural_step_boxed_no_think,gl2_f2,fs_gl2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,20000,8631,3682,0.1841,1020,0.051
25
+ natural_step_boxed_no_think,automaton_10_3,fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_1.7B,20000,19999,19750,2043,0.10215,348,0.0174
26
+ natural_no_cot,modular_mod10,fs_modular_mod10_natural_no_cot_depth1to10_n2000x10_qwen3_1.7B,20000,20000,17926,3306,0.1653,17738,0.8869
27
+ natural_no_cot,prime_field_f5,fs_prime_field_f5_natural_no_cot_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,6361,0.31805,20000,1.0
28
+ natural_no_cot,extension_field_f4,fs_extension_field_f4_natural_no_cot_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19851,3793,0.18965,19851,0.99255
29
+ natural_no_cot,cyclic_c8,fs_cyclic_c8_natural_no_cot_depth1to10_n2000x10_qwen3_1.7B,20000,19999,19999,4261,0.21305,19999,0.99995
30
+ natural_no_cot,product_c2_c3,fs_product_c2_c3_natural_no_cot_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,3681,0.18405,20000,1.0
31
+ natural_no_cot,permutation_s3,fs_permutation_s3_natural_no_cot_depth1to10_n2000x10_qwen3_1.7B,20000,19999,17015,3668,0.1834,17015,0.85075
32
+ natural_no_cot,dihedral_d4,fs_dihedral_d4_natural_no_cot_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,2696,0.1348,20000,1.0
33
+ natural_no_cot,boolean_b3,fs_boolean_b3_natural_no_cot_depth1to10_n2000x10_qwen3_1.7B,20000,19999,19033,4584,0.2292,19033,0.95165
34
+ natural_no_cot,divisor_lattice_12,fs_divisor_lattice_12_natural_no_cot_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,10144,0.5072,20000,1.0
35
+ natural_no_cot,matrix_ring_m2_f2,fs_matrix_ring_m2_f2_natural_no_cot_depth1to10_n2000x10_qwen3_1.7B,20000,19998,19998,3151,0.15755,19998,0.9999
36
+ natural_no_cot,gl2_f2,fs_gl2_f2_natural_no_cot_depth1to10_n2000x10_qwen3_1.7B,20000,20000,18532,3415,0.17075,18532,0.9266
37
+ natural_no_cot,automaton_10_3,fs_automaton_10_3_natural_no_cot_depth1to10_n2000x10_qwen3_1.7B,20000,20000,20000,2082,0.1041,20000,1.0
38
+ natural_thinking,modular_mod10,fs_modular_mod10_natural_thinking_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19999,19994,0.9997,19999,0.99995
39
+ natural_thinking,prime_field_f5,fs_prime_field_f5_natural_thinking_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19998,19795,0.98975,19998,0.9999
40
+ natural_thinking,extension_field_f4,fs_extension_field_f4_natural_thinking_depth1to10_n2000x10_qwen3_1.7B,20000,20000,17460,10403,0.52015,17460,0.873
41
+ natural_thinking,cyclic_c8,fs_cyclic_c8_natural_thinking_depth1to10_n2000x10_qwen3_1.7B,20000,19754,19752,19750,0.9875,19752,0.9876
42
+ natural_thinking,product_c2_c3,fs_product_c2_c3_natural_thinking_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19973,19362,0.9681,19973,0.99865
43
+ natural_thinking,permutation_s3,fs_permutation_s3_natural_thinking_depth1to10_n2000x10_qwen3_1.7B,20000,20000,14902,11755,0.58775,14902,0.7451
44
+ natural_thinking,dihedral_d4,fs_dihedral_d4_natural_thinking_depth1to10_n2000x10_qwen3_1.7B,20000,20000,3525,1399,0.06995,3525,0.17625
45
+ natural_thinking,boolean_b3,fs_boolean_b3_natural_thinking_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19904,14950,0.7475,19904,0.9952
46
+ natural_thinking,divisor_lattice_12,fs_divisor_lattice_12_natural_thinking_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19853,19818,0.9909,19853,0.99265
47
+ natural_thinking,matrix_ring_m2_f2,fs_matrix_ring_m2_f2_natural_thinking_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19726,17641,0.88205,19726,0.9863
48
+ natural_thinking,gl2_f2,fs_gl2_f2_natural_thinking_depth1to10_n2000x10_qwen3_1.7B,20000,20000,15452,12836,0.6418,15452,0.7726
49
+ natural_thinking,automaton_10_3,fs_automaton_10_3_natural_thinking_depth1to10_n2000x10_qwen3_1.7B,20000,20000,19058,1758,0.0879,19058,0.9529
runs/prompt_variant_metrics_by_depth.csv ADDED
@@ -0,0 +1,481 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ variant,slug,depth,n,foundry_valid,has_box,final_correct,final_accuracy,format_ok,format_adherence
2
+ natural_step_last_no_think,modular_mod10,1,2000,2000,0,1898,0.949,1898,0.949
3
+ natural_step_last_no_think,modular_mod10,2,2000,2000,0,1520,0.76,1495,0.7475
4
+ natural_step_last_no_think,modular_mod10,3,2000,2000,0,1497,0.7485,1365,0.6825
5
+ natural_step_last_no_think,modular_mod10,4,2000,2000,0,1348,0.674,1168,0.584
6
+ natural_step_last_no_think,modular_mod10,5,2000,2000,0,1277,0.6385,1060,0.53
7
+ natural_step_last_no_think,modular_mod10,6,2000,2000,0,1190,0.595,982,0.491
8
+ natural_step_last_no_think,modular_mod10,7,2000,2000,0,1071,0.5355,872,0.436
9
+ natural_step_last_no_think,modular_mod10,8,2000,2000,0,1109,0.5545,893,0.4465
10
+ natural_step_last_no_think,modular_mod10,9,2000,2000,0,1038,0.519,845,0.4225
11
+ natural_step_last_no_think,modular_mod10,10,2000,1873,0,978,0.489,823,0.4115
12
+ natural_step_last_no_think,prime_field_f5,1,2000,2000,0,1336,0.668,1336,0.668
13
+ natural_step_last_no_think,prime_field_f5,2,2000,2000,0,1280,0.64,1110,0.555
14
+ natural_step_last_no_think,prime_field_f5,3,2000,2000,0,1365,0.6825,1169,0.5845
15
+ natural_step_last_no_think,prime_field_f5,4,2000,2000,0,1346,0.673,1082,0.541
16
+ natural_step_last_no_think,prime_field_f5,5,2000,2000,0,1261,0.6305,938,0.469
17
+ natural_step_last_no_think,prime_field_f5,6,2000,2000,0,1244,0.622,885,0.4425
18
+ natural_step_last_no_think,prime_field_f5,7,2000,2000,0,1224,0.612,817,0.4085
19
+ natural_step_last_no_think,prime_field_f5,8,2000,2000,0,1217,0.6085,770,0.385
20
+ natural_step_last_no_think,prime_field_f5,9,2000,2000,0,1132,0.566,659,0.3295
21
+ natural_step_last_no_think,prime_field_f5,10,2000,1874,0,906,0.453,515,0.2575
22
+ natural_step_last_no_think,extension_field_f4,1,2000,2000,0,1139,0.5695,1139,0.5695
23
+ natural_step_last_no_think,extension_field_f4,2,2000,2000,0,807,0.4035,526,0.263
24
+ natural_step_last_no_think,extension_field_f4,3,2000,2000,0,738,0.369,411,0.2055
25
+ natural_step_last_no_think,extension_field_f4,4,2000,2000,0,702,0.351,232,0.116
26
+ natural_step_last_no_think,extension_field_f4,5,2000,2000,0,712,0.356,193,0.0965
27
+ natural_step_last_no_think,extension_field_f4,6,2000,2000,0,653,0.3265,148,0.074
28
+ natural_step_last_no_think,extension_field_f4,7,2000,2000,0,701,0.3505,98,0.049
29
+ natural_step_last_no_think,extension_field_f4,8,2000,2000,0,689,0.3445,78,0.039
30
+ natural_step_last_no_think,extension_field_f4,9,2000,2000,0,631,0.3155,46,0.023
31
+ natural_step_last_no_think,extension_field_f4,10,2000,2000,0,664,0.332,45,0.0225
32
+ natural_step_last_no_think,cyclic_c8,1,2000,2000,0,1363,0.6815,1363,0.6815
33
+ natural_step_last_no_think,cyclic_c8,2,2000,2000,0,1042,0.521,928,0.464
34
+ natural_step_last_no_think,cyclic_c8,3,2000,2000,0,1302,0.651,912,0.456
35
+ natural_step_last_no_think,cyclic_c8,4,2000,2000,0,1288,0.644,936,0.468
36
+ natural_step_last_no_think,cyclic_c8,5,2000,2000,0,1176,0.588,863,0.4315
37
+ natural_step_last_no_think,cyclic_c8,6,2000,2000,0,1023,0.5115,841,0.4205
38
+ natural_step_last_no_think,cyclic_c8,7,2000,2000,0,1096,0.548,859,0.4295
39
+ natural_step_last_no_think,cyclic_c8,8,2000,2000,0,1224,0.612,948,0.474
40
+ natural_step_last_no_think,cyclic_c8,9,2000,2000,0,1026,0.513,768,0.384
41
+ natural_step_last_no_think,cyclic_c8,10,2000,2000,0,1147,0.5735,922,0.461
42
+ natural_step_last_no_think,product_c2_c3,1,2000,2000,0,1103,0.5515,1103,0.5515
43
+ natural_step_last_no_think,product_c2_c3,2,2000,2000,0,498,0.249,470,0.235
44
+ natural_step_last_no_think,product_c2_c3,3,2000,2000,0,774,0.387,668,0.334
45
+ natural_step_last_no_think,product_c2_c3,4,2000,2000,0,628,0.314,485,0.2425
46
+ natural_step_last_no_think,product_c2_c3,5,2000,2000,0,652,0.326,514,0.257
47
+ natural_step_last_no_think,product_c2_c3,6,2000,2000,0,618,0.309,446,0.223
48
+ natural_step_last_no_think,product_c2_c3,7,2000,2000,0,597,0.2985,441,0.2205
49
+ natural_step_last_no_think,product_c2_c3,8,2000,2000,0,548,0.274,396,0.198
50
+ natural_step_last_no_think,product_c2_c3,9,2000,2000,0,450,0.225,275,0.1375
51
+ natural_step_last_no_think,product_c2_c3,10,2000,2000,0,368,0.184,190,0.095
52
+ natural_step_last_no_think,permutation_s3,1,2000,2000,0,599,0.2995,599,0.2995
53
+ natural_step_last_no_think,permutation_s3,2,2000,2000,0,536,0.268,446,0.223
54
+ natural_step_last_no_think,permutation_s3,3,2000,2000,0,347,0.1735,259,0.1295
55
+ natural_step_last_no_think,permutation_s3,4,2000,2000,0,272,0.136,105,0.0525
56
+ natural_step_last_no_think,permutation_s3,5,2000,2000,0,271,0.1355,47,0.0235
57
+ natural_step_last_no_think,permutation_s3,6,2000,2000,0,253,0.1265,12,0.006
58
+ natural_step_last_no_think,permutation_s3,7,2000,2000,0,259,0.1295,2,0.001
59
+ natural_step_last_no_think,permutation_s3,8,2000,2000,0,262,0.131,8,0.004
60
+ natural_step_last_no_think,permutation_s3,9,2000,2000,0,283,0.1415,7,0.0035
61
+ natural_step_last_no_think,permutation_s3,10,2000,2000,0,265,0.1325,1,0.0005
62
+ natural_step_last_no_think,dihedral_d4,1,2000,2000,0,630,0.315,630,0.315
63
+ natural_step_last_no_think,dihedral_d4,2,2000,2000,0,258,0.129,154,0.077
64
+ natural_step_last_no_think,dihedral_d4,3,2000,2000,0,254,0.127,34,0.017
65
+ natural_step_last_no_think,dihedral_d4,4,2000,2000,0,231,0.1155,13,0.0065
66
+ natural_step_last_no_think,dihedral_d4,5,2000,2000,0,208,0.104,7,0.0035
67
+ natural_step_last_no_think,dihedral_d4,6,2000,2000,0,224,0.112,8,0.004
68
+ natural_step_last_no_think,dihedral_d4,7,2000,2000,0,210,0.105,2,0.001
69
+ natural_step_last_no_think,dihedral_d4,8,2000,2000,0,215,0.1075,2,0.001
70
+ natural_step_last_no_think,dihedral_d4,9,2000,2000,0,198,0.099,0,0.0
71
+ natural_step_last_no_think,dihedral_d4,10,2000,2000,0,180,0.09,1,0.0005
72
+ natural_step_last_no_think,boolean_b3,1,2000,2000,0,627,0.3135,627,0.3135
73
+ natural_step_last_no_think,boolean_b3,2,2000,2000,0,538,0.269,257,0.1285
74
+ natural_step_last_no_think,boolean_b3,3,2000,2000,0,493,0.2465,131,0.0655
75
+ natural_step_last_no_think,boolean_b3,4,2000,2000,0,465,0.2325,77,0.0385
76
+ natural_step_last_no_think,boolean_b3,5,2000,2000,0,456,0.228,36,0.018
77
+ natural_step_last_no_think,boolean_b3,6,2000,2000,0,463,0.2315,20,0.01
78
+ natural_step_last_no_think,boolean_b3,7,2000,2000,0,471,0.2355,12,0.006
79
+ natural_step_last_no_think,boolean_b3,8,2000,2000,0,386,0.193,7,0.0035
80
+ natural_step_last_no_think,boolean_b3,9,2000,2000,0,409,0.2045,2,0.001
81
+ natural_step_last_no_think,boolean_b3,10,2000,2000,0,421,0.2105,8,0.004
82
+ natural_step_last_no_think,divisor_lattice_12,1,2000,2000,0,1964,0.982,1964,0.982
83
+ natural_step_last_no_think,divisor_lattice_12,2,2000,2000,0,1931,0.9655,1885,0.9425
84
+ natural_step_last_no_think,divisor_lattice_12,3,2000,2000,0,1910,0.955,1712,0.856
85
+ natural_step_last_no_think,divisor_lattice_12,4,2000,2000,0,1925,0.9625,1651,0.8255
86
+ natural_step_last_no_think,divisor_lattice_12,5,2000,2000,0,1911,0.9555,1566,0.783
87
+ natural_step_last_no_think,divisor_lattice_12,6,2000,2000,0,1976,0.988,1491,0.7455
88
+ natural_step_last_no_think,divisor_lattice_12,7,2000,2000,0,1975,0.9875,1503,0.7515
89
+ natural_step_last_no_think,divisor_lattice_12,8,2000,2000,0,1976,0.988,1492,0.746
90
+ natural_step_last_no_think,divisor_lattice_12,9,2000,2000,0,1976,0.988,1509,0.7545
91
+ natural_step_last_no_think,divisor_lattice_12,10,2000,2000,0,1978,0.989,1595,0.7975
92
+ natural_step_last_no_think,matrix_ring_m2_f2,1,2000,2000,0,1414,0.707,1414,0.707
93
+ natural_step_last_no_think,matrix_ring_m2_f2,2,2000,2000,0,948,0.474,837,0.4185
94
+ natural_step_last_no_think,matrix_ring_m2_f2,3,2000,2000,0,790,0.395,571,0.2855
95
+ natural_step_last_no_think,matrix_ring_m2_f2,4,2000,2000,0,576,0.288,320,0.16
96
+ natural_step_last_no_think,matrix_ring_m2_f2,5,2000,2000,0,515,0.2575,208,0.104
97
+ natural_step_last_no_think,matrix_ring_m2_f2,6,2000,2000,0,370,0.185,90,0.045
98
+ natural_step_last_no_think,matrix_ring_m2_f2,7,2000,2000,0,200,0.1,23,0.0115
99
+ natural_step_last_no_think,matrix_ring_m2_f2,8,2000,2000,0,316,0.158,36,0.018
100
+ natural_step_last_no_think,matrix_ring_m2_f2,9,2000,2000,0,237,0.1185,26,0.013
101
+ natural_step_last_no_think,matrix_ring_m2_f2,10,2000,2000,0,255,0.1275,27,0.0135
102
+ natural_step_last_no_think,gl2_f2,1,2000,2000,0,1190,0.595,1190,0.595
103
+ natural_step_last_no_think,gl2_f2,2,2000,2000,0,844,0.422,637,0.3185
104
+ natural_step_last_no_think,gl2_f2,3,2000,2000,0,765,0.3825,622,0.311
105
+ natural_step_last_no_think,gl2_f2,4,2000,2000,0,579,0.2895,429,0.2145
106
+ natural_step_last_no_think,gl2_f2,5,2000,2000,0,399,0.1995,281,0.1405
107
+ natural_step_last_no_think,gl2_f2,6,2000,2000,0,253,0.1265,190,0.095
108
+ natural_step_last_no_think,gl2_f2,7,2000,2000,0,182,0.091,104,0.052
109
+ natural_step_last_no_think,gl2_f2,8,2000,2000,0,183,0.0915,85,0.0425
110
+ natural_step_last_no_think,gl2_f2,9,2000,2000,0,113,0.0565,21,0.0105
111
+ natural_step_last_no_think,gl2_f2,10,2000,2000,0,153,0.0765,66,0.033
112
+ natural_step_last_no_think,automaton_10_3,1,2000,2000,0,288,0.144,288,0.144
113
+ natural_step_last_no_think,automaton_10_3,2,2000,2000,0,266,0.133,29,0.0145
114
+ natural_step_last_no_think,automaton_10_3,3,2000,2000,0,216,0.108,7,0.0035
115
+ natural_step_last_no_think,automaton_10_3,4,2000,2000,0,225,0.1125,3,0.0015
116
+ natural_step_last_no_think,automaton_10_3,5,2000,2000,0,187,0.0935,4,0.002
117
+ natural_step_last_no_think,automaton_10_3,6,2000,2000,0,181,0.0905,3,0.0015
118
+ natural_step_last_no_think,automaton_10_3,7,2000,2000,0,194,0.097,0,0.0
119
+ natural_step_last_no_think,automaton_10_3,8,2000,2000,0,202,0.101,0,0.0
120
+ natural_step_last_no_think,automaton_10_3,9,2000,2000,0,200,0.1,0,0.0
121
+ natural_step_last_no_think,automaton_10_3,10,2000,2000,0,188,0.094,0,0.0
122
+ natural_step_boxed_no_think,modular_mod10,1,2000,2000,1950,1824,0.912,1376,0.688
123
+ natural_step_boxed_no_think,modular_mod10,2,2000,2000,1584,1369,0.6845,0,0.0
124
+ natural_step_boxed_no_think,modular_mod10,3,2000,2000,1949,1633,0.8165,29,0.0145
125
+ natural_step_boxed_no_think,modular_mod10,4,2000,2000,1989,1498,0.749,31,0.0155
126
+ natural_step_boxed_no_think,modular_mod10,5,2000,2000,1997,1455,0.7275,64,0.032
127
+ natural_step_boxed_no_think,modular_mod10,6,2000,2000,1998,1381,0.6905,70,0.035
128
+ natural_step_boxed_no_think,modular_mod10,7,2000,2000,1997,1266,0.633,66,0.033
129
+ natural_step_boxed_no_think,modular_mod10,8,2000,2000,1984,1331,0.6655,75,0.0375
130
+ natural_step_boxed_no_think,modular_mod10,9,2000,2000,1968,1184,0.592,92,0.046
131
+ natural_step_boxed_no_think,modular_mod10,10,2000,2000,1977,1426,0.713,146,0.073
132
+ natural_step_boxed_no_think,prime_field_f5,1,2000,2000,1983,1233,0.6165,1233,0.6165
133
+ natural_step_boxed_no_think,prime_field_f5,2,2000,2000,1256,781,0.3905,87,0.0435
134
+ natural_step_boxed_no_think,prime_field_f5,3,2000,2000,1653,1207,0.6035,219,0.1095
135
+ natural_step_boxed_no_think,prime_field_f5,4,2000,2000,1935,1517,0.7585,166,0.083
136
+ natural_step_boxed_no_think,prime_field_f5,5,2000,2000,1968,1421,0.7105,150,0.075
137
+ natural_step_boxed_no_think,prime_field_f5,6,2000,2000,1975,1440,0.72,227,0.1135
138
+ natural_step_boxed_no_think,prime_field_f5,7,2000,2000,1982,1480,0.74,297,0.1485
139
+ natural_step_boxed_no_think,prime_field_f5,8,2000,2000,1986,1533,0.7665,256,0.128
140
+ natural_step_boxed_no_think,prime_field_f5,9,2000,2000,1986,1445,0.7225,316,0.158
141
+ natural_step_boxed_no_think,prime_field_f5,10,2000,2000,1989,1386,0.693,245,0.1225
142
+ natural_step_boxed_no_think,extension_field_f4,1,2000,2000,1900,1138,0.569,898,0.449
143
+ natural_step_boxed_no_think,extension_field_f4,2,2000,2000,1419,595,0.2975,140,0.07
144
+ natural_step_boxed_no_think,extension_field_f4,3,2000,2000,1607,622,0.311,145,0.0725
145
+ natural_step_boxed_no_think,extension_field_f4,4,2000,2000,1886,699,0.3495,102,0.051
146
+ natural_step_boxed_no_think,extension_field_f4,5,2000,2000,1873,678,0.339,90,0.045
147
+ natural_step_boxed_no_think,extension_field_f4,6,2000,2000,1947,659,0.3295,112,0.056
148
+ natural_step_boxed_no_think,extension_field_f4,7,2000,2000,1931,666,0.333,78,0.039
149
+ natural_step_boxed_no_think,extension_field_f4,8,2000,2000,1954,702,0.351,82,0.041
150
+ natural_step_boxed_no_think,extension_field_f4,9,2000,2000,1980,668,0.334,62,0.031
151
+ natural_step_boxed_no_think,extension_field_f4,10,2000,2000,1944,651,0.3255,53,0.0265
152
+ natural_step_boxed_no_think,cyclic_c8,1,2000,2000,1905,44,0.022,44,0.022
153
+ natural_step_boxed_no_think,cyclic_c8,2,2000,2000,1726,1572,0.786,66,0.033
154
+ natural_step_boxed_no_think,cyclic_c8,3,2000,2000,1919,1802,0.901,7,0.0035
155
+ natural_step_boxed_no_think,cyclic_c8,4,2000,2000,1995,1893,0.9465,20,0.01
156
+ natural_step_boxed_no_think,cyclic_c8,5,2000,2000,1999,1716,0.858,28,0.014
157
+ natural_step_boxed_no_think,cyclic_c8,6,2000,2000,1999,1800,0.9,37,0.0185
158
+ natural_step_boxed_no_think,cyclic_c8,7,2000,2000,1999,1861,0.9305,5,0.0025
159
+ natural_step_boxed_no_think,cyclic_c8,8,2000,2000,1999,1897,0.9485,10,0.005
160
+ natural_step_boxed_no_think,cyclic_c8,9,2000,2000,1999,1781,0.8905,14,0.007
161
+ natural_step_boxed_no_think,cyclic_c8,10,2000,2000,1999,1901,0.9505,4,0.002
162
+ natural_step_boxed_no_think,product_c2_c3,1,2000,2000,1934,1839,0.9195,1839,0.9195
163
+ natural_step_boxed_no_think,product_c2_c3,2,2000,2000,1445,1272,0.636,535,0.2675
164
+ natural_step_boxed_no_think,product_c2_c3,3,2000,2000,1949,1593,0.7965,826,0.413
165
+ natural_step_boxed_no_think,product_c2_c3,4,2000,2000,1989,1551,0.7755,881,0.4405
166
+ natural_step_boxed_no_think,product_c2_c3,5,2000,2000,1997,1537,0.7685,797,0.3985
167
+ natural_step_boxed_no_think,product_c2_c3,6,2000,2000,1998,1460,0.73,666,0.333
168
+ natural_step_boxed_no_think,product_c2_c3,7,2000,2000,2000,1404,0.702,590,0.295
169
+ natural_step_boxed_no_think,product_c2_c3,8,2000,2000,2000,1359,0.6795,825,0.4125
170
+ natural_step_boxed_no_think,product_c2_c3,9,2000,2000,1999,1415,0.7075,822,0.411
171
+ natural_step_boxed_no_think,product_c2_c3,10,2000,2000,1999,1306,0.653,610,0.305
172
+ natural_step_boxed_no_think,permutation_s3,1,2000,2000,2000,1139,0.5695,1139,0.5695
173
+ natural_step_boxed_no_think,permutation_s3,2,2000,2000,1895,792,0.396,132,0.066
174
+ natural_step_boxed_no_think,permutation_s3,3,2000,2000,1935,605,0.3025,349,0.1745
175
+ natural_step_boxed_no_think,permutation_s3,4,2000,2000,1995,466,0.233,179,0.0895
176
+ natural_step_boxed_no_think,permutation_s3,5,2000,2000,1999,404,0.202,115,0.0575
177
+ natural_step_boxed_no_think,permutation_s3,6,2000,2000,2000,365,0.1825,70,0.035
178
+ natural_step_boxed_no_think,permutation_s3,7,2000,2000,2000,323,0.1615,16,0.008
179
+ natural_step_boxed_no_think,permutation_s3,8,2000,2000,2000,330,0.165,6,0.003
180
+ natural_step_boxed_no_think,permutation_s3,9,2000,2000,2000,337,0.1685,4,0.002
181
+ natural_step_boxed_no_think,permutation_s3,10,2000,2000,2000,336,0.168,3,0.0015
182
+ natural_step_boxed_no_think,dihedral_d4,1,2000,2000,1905,661,0.3305,661,0.3305
183
+ natural_step_boxed_no_think,dihedral_d4,2,2000,2000,1675,388,0.194,60,0.03
184
+ natural_step_boxed_no_think,dihedral_d4,3,2000,2000,1816,280,0.14,18,0.009
185
+ natural_step_boxed_no_think,dihedral_d4,4,2000,2000,1867,245,0.1225,9,0.0045
186
+ natural_step_boxed_no_think,dihedral_d4,5,2000,2000,1905,247,0.1235,2,0.001
187
+ natural_step_boxed_no_think,dihedral_d4,6,2000,2000,1914,259,0.1295,4,0.002
188
+ natural_step_boxed_no_think,dihedral_d4,7,2000,2000,1954,251,0.1255,4,0.002
189
+ natural_step_boxed_no_think,dihedral_d4,8,2000,2000,1967,247,0.1235,3,0.0015
190
+ natural_step_boxed_no_think,dihedral_d4,9,2000,2000,1952,257,0.1285,0,0.0
191
+ natural_step_boxed_no_think,dihedral_d4,10,2000,2000,1983,244,0.122,0,0.0
192
+ natural_step_boxed_no_think,boolean_b3,1,2000,2000,1865,1018,0.509,887,0.4435
193
+ natural_step_boxed_no_think,boolean_b3,2,2000,2000,1641,717,0.3585,221,0.1105
194
+ natural_step_boxed_no_think,boolean_b3,3,2000,2000,1667,626,0.313,130,0.065
195
+ natural_step_boxed_no_think,boolean_b3,4,2000,2000,1734,579,0.2895,70,0.035
196
+ natural_step_boxed_no_think,boolean_b3,5,2000,2000,1773,549,0.2745,29,0.0145
197
+ natural_step_boxed_no_think,boolean_b3,6,2000,2000,1819,581,0.2905,26,0.013
198
+ natural_step_boxed_no_think,boolean_b3,7,2000,2000,1802,561,0.2805,19,0.0095
199
+ natural_step_boxed_no_think,boolean_b3,8,2000,2000,1845,509,0.2545,9,0.0045
200
+ natural_step_boxed_no_think,boolean_b3,9,2000,2000,1818,515,0.2575,17,0.0085
201
+ natural_step_boxed_no_think,boolean_b3,10,2000,2000,1852,566,0.283,13,0.0065
202
+ natural_step_boxed_no_think,divisor_lattice_12,1,2000,2000,1867,1850,0.925,1850,0.925
203
+ natural_step_boxed_no_think,divisor_lattice_12,2,2000,2000,479,477,0.2385,226,0.113
204
+ natural_step_boxed_no_think,divisor_lattice_12,3,2000,2000,1433,1407,0.7035,486,0.243
205
+ natural_step_boxed_no_think,divisor_lattice_12,4,2000,2000,1947,1926,0.963,367,0.1835
206
+ natural_step_boxed_no_think,divisor_lattice_12,5,2000,2000,1986,1968,0.984,626,0.313
207
+ natural_step_boxed_no_think,divisor_lattice_12,6,2000,2000,2000,1989,0.9945,851,0.4255
208
+ natural_step_boxed_no_think,divisor_lattice_12,7,2000,2000,2000,1990,0.995,826,0.413
209
+ natural_step_boxed_no_think,divisor_lattice_12,8,2000,2000,2000,1986,0.993,985,0.4925
210
+ natural_step_boxed_no_think,divisor_lattice_12,9,2000,2000,2000,1988,0.994,1534,0.767
211
+ natural_step_boxed_no_think,divisor_lattice_12,10,2000,2000,1999,1994,0.997,1545,0.7725
212
+ natural_step_boxed_no_think,matrix_ring_m2_f2,1,2000,2000,1613,1490,0.745,1490,0.745
213
+ natural_step_boxed_no_think,matrix_ring_m2_f2,2,2000,2000,1441,1090,0.545,87,0.0435
214
+ natural_step_boxed_no_think,matrix_ring_m2_f2,3,2000,2000,1646,1116,0.558,158,0.079
215
+ natural_step_boxed_no_think,matrix_ring_m2_f2,4,2000,2000,1678,1023,0.5115,205,0.1025
216
+ natural_step_boxed_no_think,matrix_ring_m2_f2,5,2000,2000,1599,810,0.405,210,0.105
217
+ natural_step_boxed_no_think,matrix_ring_m2_f2,6,2000,2000,1747,598,0.299,115,0.0575
218
+ natural_step_boxed_no_think,matrix_ring_m2_f2,7,2000,2000,1848,567,0.2835,111,0.0555
219
+ natural_step_boxed_no_think,matrix_ring_m2_f2,8,2000,2000,1913,644,0.322,140,0.07
220
+ natural_step_boxed_no_think,matrix_ring_m2_f2,9,2000,2000,1864,526,0.263,78,0.039
221
+ natural_step_boxed_no_think,matrix_ring_m2_f2,10,2000,2000,1870,593,0.2965,93,0.0465
222
+ natural_step_boxed_no_think,gl2_f2,1,2000,2000,536,436,0.218,436,0.218
223
+ natural_step_boxed_no_think,gl2_f2,2,2000,2000,1382,961,0.4805,72,0.036
224
+ natural_step_boxed_no_think,gl2_f2,3,2000,2000,929,586,0.293,48,0.024
225
+ natural_step_boxed_no_think,gl2_f2,4,2000,2000,858,441,0.2205,97,0.0485
226
+ natural_step_boxed_no_think,gl2_f2,5,2000,2000,731,244,0.122,99,0.0495
227
+ natural_step_boxed_no_think,gl2_f2,6,2000,2000,750,213,0.1065,61,0.0305
228
+ natural_step_boxed_no_think,gl2_f2,7,2000,2000,835,190,0.095,54,0.027
229
+ natural_step_boxed_no_think,gl2_f2,8,2000,2000,911,225,0.1125,68,0.034
230
+ natural_step_boxed_no_think,gl2_f2,9,2000,2000,782,165,0.0825,37,0.0185
231
+ natural_step_boxed_no_think,gl2_f2,10,2000,2000,917,221,0.1105,48,0.024
232
+ natural_step_boxed_no_think,automaton_10_3,1,2000,2000,2000,288,0.144,288,0.144
233
+ natural_step_boxed_no_think,automaton_10_3,2,2000,1999,1813,216,0.108,38,0.019
234
+ natural_step_boxed_no_think,automaton_10_3,3,2000,2000,1999,216,0.108,18,0.009
235
+ natural_step_boxed_no_think,automaton_10_3,4,2000,2000,1976,205,0.1025,3,0.0015
236
+ natural_step_boxed_no_think,automaton_10_3,5,2000,2000,1994,202,0.101,0,0.0
237
+ natural_step_boxed_no_think,automaton_10_3,6,2000,2000,1992,173,0.0865,1,0.0005
238
+ natural_step_boxed_no_think,automaton_10_3,7,2000,2000,1993,199,0.0995,0,0.0
239
+ natural_step_boxed_no_think,automaton_10_3,8,2000,2000,1996,192,0.096,0,0.0
240
+ natural_step_boxed_no_think,automaton_10_3,9,2000,2000,1996,180,0.09,0,0.0
241
+ natural_step_boxed_no_think,automaton_10_3,10,2000,2000,1991,172,0.086,0,0.0
242
+ natural_no_cot,modular_mod10,1,2000,2000,780,577,0.2885,594,0.297
243
+ natural_no_cot,modular_mod10,2,2000,2000,1999,454,0.227,1999,0.9995
244
+ natural_no_cot,modular_mod10,3,2000,2000,2000,306,0.153,2000,1.0
245
+ natural_no_cot,modular_mod10,4,2000,2000,1988,271,0.1355,1988,0.994
246
+ natural_no_cot,modular_mod10,5,2000,2000,1937,269,0.1345,1937,0.9685
247
+ natural_no_cot,modular_mod10,6,2000,2000,1960,289,0.1445,1959,0.9795
248
+ natural_no_cot,modular_mod10,7,2000,2000,2000,295,0.1475,2000,1.0
249
+ natural_no_cot,modular_mod10,8,2000,2000,2000,303,0.1515,2000,1.0
250
+ natural_no_cot,modular_mod10,9,2000,2000,1963,290,0.145,1963,0.9815
251
+ natural_no_cot,modular_mod10,10,2000,2000,1299,252,0.126,1298,0.649
252
+ natural_no_cot,prime_field_f5,1,2000,2000,2000,1561,0.7805,2000,1.0
253
+ natural_no_cot,prime_field_f5,2,2000,2000,2000,679,0.3395,2000,1.0
254
+ natural_no_cot,prime_field_f5,3,2000,2000,2000,549,0.2745,2000,1.0
255
+ natural_no_cot,prime_field_f5,4,2000,2000,2000,482,0.241,2000,1.0
256
+ natural_no_cot,prime_field_f5,5,2000,2000,2000,483,0.2415,2000,1.0
257
+ natural_no_cot,prime_field_f5,6,2000,2000,2000,484,0.242,2000,1.0
258
+ natural_no_cot,prime_field_f5,7,2000,2000,2000,501,0.2505,2000,1.0
259
+ natural_no_cot,prime_field_f5,8,2000,2000,2000,521,0.2605,2000,1.0
260
+ natural_no_cot,prime_field_f5,9,2000,2000,2000,562,0.281,2000,1.0
261
+ natural_no_cot,prime_field_f5,10,2000,2000,2000,539,0.2695,2000,1.0
262
+ natural_no_cot,extension_field_f4,1,2000,2000,1851,834,0.417,1851,0.9255
263
+ natural_no_cot,extension_field_f4,2,2000,2000,2000,443,0.2215,2000,1.0
264
+ natural_no_cot,extension_field_f4,3,2000,2000,2000,361,0.1805,2000,1.0
265
+ natural_no_cot,extension_field_f4,4,2000,2000,2000,350,0.175,2000,1.0
266
+ natural_no_cot,extension_field_f4,5,2000,2000,2000,369,0.1845,2000,1.0
267
+ natural_no_cot,extension_field_f4,6,2000,2000,2000,352,0.176,2000,1.0
268
+ natural_no_cot,extension_field_f4,7,2000,2000,2000,249,0.1245,2000,1.0
269
+ natural_no_cot,extension_field_f4,8,2000,2000,2000,275,0.1375,2000,1.0
270
+ natural_no_cot,extension_field_f4,9,2000,2000,2000,230,0.115,2000,1.0
271
+ natural_no_cot,extension_field_f4,10,2000,2000,2000,330,0.165,2000,1.0
272
+ natural_no_cot,cyclic_c8,1,2000,2000,2000,1832,0.916,2000,1.0
273
+ natural_no_cot,cyclic_c8,2,2000,2000,2000,504,0.252,2000,1.0
274
+ natural_no_cot,cyclic_c8,3,2000,2000,2000,263,0.1315,2000,1.0
275
+ natural_no_cot,cyclic_c8,4,2000,2000,2000,234,0.117,2000,1.0
276
+ natural_no_cot,cyclic_c8,5,2000,1999,1999,210,0.105,1999,0.9995
277
+ natural_no_cot,cyclic_c8,6,2000,2000,2000,234,0.117,2000,1.0
278
+ natural_no_cot,cyclic_c8,7,2000,2000,2000,259,0.1295,2000,1.0
279
+ natural_no_cot,cyclic_c8,8,2000,2000,2000,248,0.124,2000,1.0
280
+ natural_no_cot,cyclic_c8,9,2000,2000,2000,238,0.119,2000,1.0
281
+ natural_no_cot,cyclic_c8,10,2000,2000,2000,239,0.1195,2000,1.0
282
+ natural_no_cot,product_c2_c3,1,2000,2000,2000,669,0.3345,2000,1.0
283
+ natural_no_cot,product_c2_c3,2,2000,2000,2000,397,0.1985,2000,1.0
284
+ natural_no_cot,product_c2_c3,3,2000,2000,2000,336,0.168,2000,1.0
285
+ natural_no_cot,product_c2_c3,4,2000,2000,2000,310,0.155,2000,1.0
286
+ natural_no_cot,product_c2_c3,5,2000,2000,2000,309,0.1545,2000,1.0
287
+ natural_no_cot,product_c2_c3,6,2000,2000,2000,346,0.173,2000,1.0
288
+ natural_no_cot,product_c2_c3,7,2000,2000,2000,319,0.1595,2000,1.0
289
+ natural_no_cot,product_c2_c3,8,2000,2000,2000,332,0.166,2000,1.0
290
+ natural_no_cot,product_c2_c3,9,2000,2000,2000,325,0.1625,2000,1.0
291
+ natural_no_cot,product_c2_c3,10,2000,2000,2000,338,0.169,2000,1.0
292
+ natural_no_cot,permutation_s3,1,2000,2000,1311,581,0.2905,1311,0.6555
293
+ natural_no_cot,permutation_s3,2,2000,2000,1649,428,0.214,1649,0.8245
294
+ natural_no_cot,permutation_s3,3,2000,2000,1990,367,0.1835,1990,0.995
295
+ natural_no_cot,permutation_s3,4,2000,2000,2000,307,0.1535,2000,1.0
296
+ natural_no_cot,permutation_s3,5,2000,2000,1744,310,0.155,1744,0.872
297
+ natural_no_cot,permutation_s3,6,2000,2000,1910,349,0.1745,1910,0.955
298
+ natural_no_cot,permutation_s3,7,2000,2000,1864,333,0.1665,1864,0.932
299
+ natural_no_cot,permutation_s3,8,2000,2000,1869,293,0.1465,1869,0.9345
300
+ natural_no_cot,permutation_s3,9,2000,2000,840,333,0.1665,840,0.42
301
+ natural_no_cot,permutation_s3,10,2000,1999,1838,367,0.1835,1838,0.919
302
+ natural_no_cot,dihedral_d4,1,2000,2000,2000,403,0.2015,2000,1.0
303
+ natural_no_cot,dihedral_d4,2,2000,2000,2000,311,0.1555,2000,1.0
304
+ natural_no_cot,dihedral_d4,3,2000,2000,2000,256,0.128,2000,1.0
305
+ natural_no_cot,dihedral_d4,4,2000,2000,2000,246,0.123,2000,1.0
306
+ natural_no_cot,dihedral_d4,5,2000,2000,2000,264,0.132,2000,1.0
307
+ natural_no_cot,dihedral_d4,6,2000,2000,2000,275,0.1375,2000,1.0
308
+ natural_no_cot,dihedral_d4,7,2000,2000,2000,246,0.123,2000,1.0
309
+ natural_no_cot,dihedral_d4,8,2000,2000,2000,232,0.116,2000,1.0
310
+ natural_no_cot,dihedral_d4,9,2000,2000,2000,231,0.1155,2000,1.0
311
+ natural_no_cot,dihedral_d4,10,2000,2000,2000,232,0.116,2000,1.0
312
+ natural_no_cot,boolean_b3,1,2000,2000,1467,741,0.3705,1467,0.7335
313
+ natural_no_cot,boolean_b3,2,2000,2000,1983,483,0.2415,1983,0.9915
314
+ natural_no_cot,boolean_b3,3,2000,2000,1987,482,0.241,1987,0.9935
315
+ natural_no_cot,boolean_b3,4,2000,2000,1894,397,0.1985,1894,0.947
316
+ natural_no_cot,boolean_b3,5,2000,1999,1998,416,0.208,1998,0.999
317
+ natural_no_cot,boolean_b3,6,2000,2000,2000,437,0.2185,2000,1.0
318
+ natural_no_cot,boolean_b3,7,2000,2000,1973,446,0.223,1973,0.9865
319
+ natural_no_cot,boolean_b3,8,2000,2000,2000,432,0.216,2000,1.0
320
+ natural_no_cot,boolean_b3,9,2000,2000,1808,390,0.195,1808,0.904
321
+ natural_no_cot,boolean_b3,10,2000,2000,1923,360,0.18,1923,0.9615
322
+ natural_no_cot,divisor_lattice_12,1,2000,2000,2000,1210,0.605,2000,1.0
323
+ natural_no_cot,divisor_lattice_12,2,2000,2000,2000,1204,0.602,2000,1.0
324
+ natural_no_cot,divisor_lattice_12,3,2000,2000,2000,1135,0.5675,2000,1.0
325
+ natural_no_cot,divisor_lattice_12,4,2000,2000,2000,1073,0.5365,2000,1.0
326
+ natural_no_cot,divisor_lattice_12,5,2000,2000,2000,987,0.4935,2000,1.0
327
+ natural_no_cot,divisor_lattice_12,6,2000,2000,2000,900,0.45,2000,1.0
328
+ natural_no_cot,divisor_lattice_12,7,2000,2000,2000,901,0.4505,2000,1.0
329
+ natural_no_cot,divisor_lattice_12,8,2000,2000,2000,933,0.4665,2000,1.0
330
+ natural_no_cot,divisor_lattice_12,9,2000,2000,2000,885,0.4425,2000,1.0
331
+ natural_no_cot,divisor_lattice_12,10,2000,2000,2000,916,0.458,2000,1.0
332
+ natural_no_cot,matrix_ring_m2_f2,1,2000,2000,2000,423,0.2115,2000,1.0
333
+ natural_no_cot,matrix_ring_m2_f2,2,2000,2000,2000,249,0.1245,2000,1.0
334
+ natural_no_cot,matrix_ring_m2_f2,3,2000,1999,1999,270,0.135,1999,0.9995
335
+ natural_no_cot,matrix_ring_m2_f2,4,2000,2000,2000,304,0.152,2000,1.0
336
+ natural_no_cot,matrix_ring_m2_f2,5,2000,2000,2000,299,0.1495,2000,1.0
337
+ natural_no_cot,matrix_ring_m2_f2,6,2000,2000,2000,311,0.1555,2000,1.0
338
+ natural_no_cot,matrix_ring_m2_f2,7,2000,2000,2000,303,0.1515,2000,1.0
339
+ natural_no_cot,matrix_ring_m2_f2,8,2000,1999,1999,321,0.1605,1999,0.9995
340
+ natural_no_cot,matrix_ring_m2_f2,9,2000,2000,2000,330,0.165,2000,1.0
341
+ natural_no_cot,matrix_ring_m2_f2,10,2000,2000,2000,341,0.1705,2000,1.0
342
+ natural_no_cot,gl2_f2,1,2000,2000,1748,477,0.2385,1748,0.874
343
+ natural_no_cot,gl2_f2,2,2000,2000,1572,327,0.1635,1572,0.786
344
+ natural_no_cot,gl2_f2,3,2000,2000,1640,302,0.151,1640,0.82
345
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runs/qwen8b_generated_target_remaining4.log ADDED
@@ -0,0 +1,248 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ ========================================
3
+ gpu=0
4
+ experiment_id=fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B
5
+ run_id=fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_generated_target_final_only_e200
6
+
7
+
8
+
9
+ ========================================
10
+ ========================================
11
+ ========================================
12
+ gpu=3
13
+ gpu=2
14
+ experiment_id=fs_automaton_12_3_statesize_large_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_kinfer
15
+ gpu=1
16
+ experiment_id=fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B
17
+ run_id=fs_automaton_12_3_statesize_large_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200
18
+ experiment_id=fs_automaton_5_3_statesize_small_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_kinfer
19
+ run_id=fs_automaton_5_3_statesize_small_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200
20
+ run_id=fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_generated_target_final_only_e200
21
+ start=2026-05-22T17:14:06+00:00
22
+ ========================================
23
+ start=2026-05-22T17:14:06+00:00
24
+ ========================================
25
+ start=2026-05-22T17:14:06+00:00
26
+ ========================================
27
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28
+ ========================================
29
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31
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33
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+ [seed=0] [agg_last] layer=21 train_acc=0.9931 test_acc=0.9322
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+ [seed=0] [agg_last] layer=20 train_acc=0.9960 test_acc=0.8198
214
+ [seed=0] [agg_last] layer=20 train_acc=0.9994 test_acc=0.8412
215
+ [seed=0] [agg_last] layer=18 train_acc=0.6593 test_acc=0.4138
216
+ [seed=0] [agg_last] layer=22 train_acc=0.9882 test_acc=0.9496
217
+ [seed=0] [agg_last] layer=21 train_acc=0.9972 test_acc=0.7719
218
+ [seed=0] [agg_last] layer=21 train_acc=0.9858 test_acc=0.8299
219
+ [seed=0] [agg_last] layer=19 train_acc=0.5824 test_acc=0.4083
220
+ [seed=0] [agg_last] layer=23 train_acc=0.9940 test_acc=0.9207
221
+ [seed=0] [agg_last] layer=22 train_acc=0.9912 test_acc=0.8083
222
+ [seed=0] [agg_last] layer=22 train_acc=0.9992 test_acc=0.8472
223
+ [seed=0] [agg_last] layer=24 train_acc=0.8939 test_acc=0.9085
224
+ [seed=0] [agg_last] layer=20 train_acc=0.6127 test_acc=0.4174
225
+ [seed=0] [agg_last] layer=23 train_acc=0.9866 test_acc=0.8440
226
+ [seed=0] [agg_last] layer=23 train_acc=0.9984 test_acc=0.8519
227
+ [seed=0] [agg_last] layer=25 train_acc=0.9560 test_acc=0.9187
228
+ Saved results to /root/repos/mod-arith-probe/runs/fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_generated_target_final_only_e200/results.csv
229
+ Saved summary to /root/repos/mod-arith-probe/runs/fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_generated_target_final_only_e200/summary_by_layer_agg_probe.csv
230
+ [seed=0] [agg_last] layer=21 train_acc=0.5142 test_acc=0.3728
231
+ finished=fs_automaton_10_3_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B 2026-05-22T18:11:32+00:00
232
+ [seed=0] [agg_last] layer=24 train_acc=0.8556 test_acc=0.8426
233
+ [seed=0] [agg_last] layer=24 train_acc=0.9860 test_acc=0.8486
234
+ [seed=0] [agg_last] layer=22 train_acc=0.5710 test_acc=0.3497
235
+ [seed=0] [agg_last] layer=25 train_acc=0.9984 test_acc=0.8462
236
+ Saved results to /root/repos/mod-arith-probe/runs/fs_automaton_5_3_statesize_small_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200/results.csv
237
+ Saved summary to /root/repos/mod-arith-probe/runs/fs_automaton_5_3_statesize_small_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200/summary_by_layer_agg_probe.csv
238
+ finished=fs_automaton_5_3_statesize_small_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_kinfer 2026-05-22T18:13:43+00:00
239
+ [seed=0] [agg_last] layer=25 train_acc=0.8710 test_acc=0.7760
240
+ Saved results to /root/repos/mod-arith-probe/runs/fs_automaton_12_3_statesize_large_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200/results.csv
241
+ Saved summary to /root/repos/mod-arith-probe/runs/fs_automaton_12_3_statesize_large_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_kinfer_train1to5_eval1to10_layers0to25_generated_target_final_only_e200/summary_by_layer_agg_probe.csv
242
+ finished=fs_automaton_12_3_statesize_large_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_kinfer 2026-05-22T18:13:52+00:00
243
+ [seed=0] [agg_last] layer=23 train_acc=0.4252 test_acc=0.3400
244
+ [seed=0] [agg_last] layer=24 train_acc=0.4526 test_acc=0.3050
245
+ [seed=0] [agg_last] layer=25 train_acc=0.3296 test_acc=0.2908
246
+ Saved results to /root/repos/mod-arith-probe/runs/fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_generated_target_final_only_e200/results.csv
247
+ Saved summary to /root/repos/mod-arith-probe/runs/fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B_train1to5_eval1to10_layers0to25_generated_target_final_only_e200/summary_by_layer_agg_probe.csv
248
+ finished=fs_matrix_ring_m2_f2_natural_step_boxed_no_think_depth1to10_n2000x10_qwen3_8B 2026-05-22T18:16:12+00:00
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