zhangfz commited on
Commit
3bbe374
·
1 Parent(s): a9d9414

layerwise

Browse files
This view is limited to 50 files because it contains too many changes.   See raw diff
Files changed (50) hide show
  1. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/config.json +28 -0
  2. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_1000.json +273 -0
  3. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_10000.json +273 -0
  4. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_1500.json +273 -0
  5. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_2000.json +273 -0
  6. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_2500.json +273 -0
  7. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_3000.json +273 -0
  8. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_3500.json +273 -0
  9. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_4000.json +273 -0
  10. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_4500.json +273 -0
  11. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_500.json +273 -0
  12. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_5000.json +273 -0
  13. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_5500.json +273 -0
  14. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_6000.json +273 -0
  15. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_6500.json +273 -0
  16. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_7000.json +273 -0
  17. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_7500.json +273 -0
  18. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_8000.json +273 -0
  19. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_8500.json +273 -0
  20. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_9000.json +273 -0
  21. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_9500.json +273 -0
  22. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/training_log_f0a70572-318b-4834-b784-5a9956e99aec.txt +0 -0
  23. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/config.json +28 -0
  24. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_1000.json +273 -0
  25. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_10000.json +273 -0
  26. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_1500.json +273 -0
  27. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_2000.json +273 -0
  28. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_2500.json +273 -0
  29. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_3000.json +273 -0
  30. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_3500.json +273 -0
  31. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_4000.json +273 -0
  32. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_4500.json +273 -0
  33. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_500.json +273 -0
  34. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_5000.json +273 -0
  35. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_5500.json +273 -0
  36. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_6000.json +273 -0
  37. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_6500.json +273 -0
  38. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_7000.json +273 -0
  39. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_7500.json +273 -0
  40. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_8000.json +273 -0
  41. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_8500.json +273 -0
  42. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_9000.json +273 -0
  43. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_9500.json +273 -0
  44. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/training_log_848ba47e-5261-4741-9489-a058bf734fdd.txt +0 -0
  45. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_44/config.json +28 -0
  46. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_44/sharpness_step_1000.json +273 -0
  47. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_44/sharpness_step_10000.json +273 -0
  48. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_44/sharpness_step_1500.json +273 -0
  49. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_44/sharpness_step_2000.json +273 -0
  50. logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_44/sharpness_step_2500.json +273 -0
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/config.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 42,
5
+ "optimizer_mode": 0,
6
+ "model_parameterization": "qkvo",
7
+ "adam_lr": 0.02,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "/home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean/layer_wise",
10
+ "analyze_sharpness": true,
11
+ "sharpness_analysis_interval": 500,
12
+ "hvp_seq_fraction": 0.125
13
+ },
14
+ "hyperparameters": {
15
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
16
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
17
+ "val_tokens": 1966080,
18
+ "train_seq_len": 12288,
19
+ "val_seq_len": 65536,
20
+ "num_iterations": 10000,
21
+ "cooldown_frac": 0,
22
+ "vocab_size": 50257,
23
+ "val_loss_every": 500,
24
+ "save_checkpoint": false
25
+ },
26
+ "run_uuid_for_log": "f0a70572-318b-4834-b784-5a9956e99aec",
27
+ "code_sha256": "4c94990a9f24ec348ce6a84d8c994f027ae9c4f7ee0a5dbad22e76ffa1049799"
28
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_1000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.63021087646484,
3
+ "total_l1_linf_norm": 680955.75,
4
+ "total_spectral_norm": 73.84809112548828,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.5,
7
+ "embed_max_spectral_norm": 6.293219089508057,
8
+ "value_embed_0_update_fnorm": 31.625,
9
+ "value_embed_0_max_l1_linf_norm": 13.5625,
10
+ "value_embed_0_max_spectral_norm": 3.312190532684326,
11
+ "value_embed_1_update_fnorm": 32.0,
12
+ "value_embed_1_max_l1_linf_norm": 13.5625,
13
+ "value_embed_1_max_spectral_norm": 4.113117694854736,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.5,
16
+ "value_embed_2_max_spectral_norm": 3.6280102729797363,
17
+ "layer_1_update_fnorm": 3.7078194618225098,
18
+ "layer_1_max_l1_linf_norm": 2.0275425910949707,
19
+ "layer_1_max_spectral_norm": 0.11365173012018204,
20
+ "layer_2_update_fnorm": 3.7508604526519775,
21
+ "layer_2_max_l1_linf_norm": 1.9901351928710938,
22
+ "layer_2_max_spectral_norm": 0.12048523128032684,
23
+ "layer_3_update_fnorm": 3.717315196990967,
24
+ "layer_3_max_l1_linf_norm": 1.896202802658081,
25
+ "layer_3_max_spectral_norm": 0.12040817737579346,
26
+ "layer_4_update_fnorm": 3.728292465209961,
27
+ "layer_4_max_l1_linf_norm": 1.888720989227295,
28
+ "layer_4_max_spectral_norm": 0.12040319293737411,
29
+ "layer_5_update_fnorm": 3.688192844390869,
30
+ "layer_5_max_l1_linf_norm": 1.8973571062088013,
31
+ "layer_5_max_spectral_norm": 0.12043654173612595,
32
+ "layer_6_update_fnorm": 3.737273693084717,
33
+ "layer_6_max_l1_linf_norm": 1.9451513290405273,
34
+ "layer_6_max_spectral_norm": 0.12038261443376541,
35
+ "layer_7_update_fnorm": 3.716259479522705,
36
+ "layer_7_max_l1_linf_norm": 1.9526557922363281,
37
+ "layer_7_max_spectral_norm": 0.12038376182317734,
38
+ "layer_8_update_fnorm": 3.7620978355407715,
39
+ "layer_8_max_l1_linf_norm": 1.9150580167770386,
40
+ "layer_8_max_spectral_norm": 0.12046971917152405,
41
+ "layer_9_update_fnorm": 3.79142689704895,
42
+ "layer_9_max_l1_linf_norm": 1.9296797513961792,
43
+ "layer_9_max_spectral_norm": 0.12045615911483765,
44
+ "layer_10_update_fnorm": 3.7380282878875732,
45
+ "layer_10_max_l1_linf_norm": 1.9171812534332275,
46
+ "layer_10_max_spectral_norm": 0.1204470694065094,
47
+ "layer_11_update_fnorm": 3.71842360496521,
48
+ "layer_11_max_l1_linf_norm": 1.8893697261810303,
49
+ "layer_11_max_spectral_norm": 0.12056352198123932,
50
+ "layer_12_update_fnorm": 3.758607864379883,
51
+ "layer_12_max_l1_linf_norm": 2.150853395462036,
52
+ "layer_12_max_spectral_norm": 0.12054362893104553,
53
+ "lm_head_update_fnorm": 34.02997589111328,
54
+ "lm_head_max_l1_linf_norm": 15.038174629211426,
55
+ "lm_head_max_spectral_norm": 9.561654090881348,
56
+ "block0_q_update_fnorm": 1.2508145570755005,
57
+ "block0_q_max_l1_linf_norm": 1.0528285503387451,
58
+ "block0_q_max_spectral_norm": 0.060150980949401855,
59
+ "block0_k_update_fnorm": 1.25286066532135,
60
+ "block0_k_max_l1_linf_norm": 1.045127034187317,
61
+ "block0_k_max_spectral_norm": 0.06014683470129967,
62
+ "block0_v_update_fnorm": 1.2359861135482788,
63
+ "block0_v_max_l1_linf_norm": 1.0429961681365967,
64
+ "block0_v_max_spectral_norm": 0.06021328270435333,
65
+ "block0_o_update_fnorm": 1.2376619577407837,
66
+ "block0_o_max_l1_linf_norm": 1.040184497833252,
67
+ "block0_o_max_spectral_norm": 0.06022070720791817,
68
+ "block0_mlp_win_update_fnorm": 2.439021110534668,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.7575807571411133,
70
+ "block0_mlp_win_max_spectral_norm": 0.11365173012018204,
71
+ "block0_mlp_wout_update_fnorm": 1.2668710947036743,
72
+ "block0_mlp_wout_max_l1_linf_norm": 2.0275425910949707,
73
+ "block0_mlp_wout_max_spectral_norm": 0.0602724514901638,
74
+ "block3_q_update_fnorm": 1.1777639389038086,
75
+ "block3_q_max_l1_linf_norm": 1.0532433986663818,
76
+ "block3_q_max_spectral_norm": 0.06021535396575928,
77
+ "block3_k_update_fnorm": 1.2019355297088623,
78
+ "block3_k_max_l1_linf_norm": 1.045701503753662,
79
+ "block3_k_max_spectral_norm": 0.060202013701200485,
80
+ "block3_v_update_fnorm": 1.1504625082015991,
81
+ "block3_v_max_l1_linf_norm": 1.034736156463623,
82
+ "block3_v_max_spectral_norm": 0.06019560992717743,
83
+ "block3_o_update_fnorm": 1.2065281867980957,
84
+ "block3_o_max_l1_linf_norm": 1.0162023305892944,
85
+ "block3_o_max_spectral_norm": 0.06017151474952698,
86
+ "block3_mlp_win_update_fnorm": 2.6092493534088135,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.888720989227295,
88
+ "block3_mlp_win_max_spectral_norm": 0.12040319293737411,
89
+ "block3_mlp_wout_update_fnorm": 1.2168467044830322,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.8369886875152588,
91
+ "block3_mlp_wout_max_spectral_norm": 0.057065751403570175,
92
+ "block7_q_update_fnorm": 1.2119114398956299,
93
+ "block7_q_max_l1_linf_norm": 1.0439523458480835,
94
+ "block7_q_max_spectral_norm": 0.06018157675862312,
95
+ "block7_k_update_fnorm": 1.226624846458435,
96
+ "block7_k_max_l1_linf_norm": 1.0432984828948975,
97
+ "block7_k_max_spectral_norm": 0.060171034187078476,
98
+ "block7_v_update_fnorm": 1.1555392742156982,
99
+ "block7_v_max_l1_linf_norm": 1.0613486766815186,
100
+ "block7_v_max_spectral_norm": 0.06016593426465988,
101
+ "block7_o_update_fnorm": 1.1968539953231812,
102
+ "block7_o_max_l1_linf_norm": 1.0034371614456177,
103
+ "block7_o_max_spectral_norm": 0.06017937511205673,
104
+ "block7_mlp_win_update_fnorm": 2.6327109336853027,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.9150580167770386,
106
+ "block7_mlp_win_max_spectral_norm": 0.12046971917152405,
107
+ "block7_mlp_wout_update_fnorm": 1.216892957687378,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.8400226831436157,
109
+ "block7_mlp_wout_max_spectral_norm": 0.056869033724069595,
110
+ "block11_q_update_fnorm": 1.194571614265442,
111
+ "block11_q_max_l1_linf_norm": 1.0568275451660156,
112
+ "block11_q_max_spectral_norm": 0.06017537787556648,
113
+ "block11_k_update_fnorm": 1.2135729789733887,
114
+ "block11_k_max_l1_linf_norm": 1.0775151252746582,
115
+ "block11_k_max_spectral_norm": 0.060192789882421494,
116
+ "block11_v_update_fnorm": 1.156292200088501,
117
+ "block11_v_max_l1_linf_norm": 1.0270819664001465,
118
+ "block11_v_max_spectral_norm": 0.06017632037401199,
119
+ "block11_o_update_fnorm": 1.2417235374450684,
120
+ "block11_o_max_l1_linf_norm": 1.042362093925476,
121
+ "block11_o_max_spectral_norm": 0.06022971495985985,
122
+ "block11_mlp_win_update_fnorm": 2.5667011737823486,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6691067218780518,
124
+ "block11_mlp_win_max_spectral_norm": 0.12054362893104553,
125
+ "block11_mlp_wout_update_fnorm": 1.3266780376434326,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.150853395462036,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06017834320664406,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.007405835436657071,
130
+ "block_total_sharpness": 0.16374796628952026,
131
+ "v_norm_block": 12.9371919631958,
132
+ "v_T_H_v_block": 27.406651496887207,
133
+ "v_norm": 73.84807586669922,
134
+ "ip_v_neg_g_hvp": 0.16806374490261078,
135
+ "cos_v_neg_g_hvp": 0.0037400443106889725,
136
+ "g_hvp_norm": 0.6084965467453003,
137
+ "ip_v_neg_g_t": 2467.212646484375,
138
+ "cos_v_neg_g_t": 0.02657313086092472,
139
+ "g_t_norm": 1257.2587890625,
140
+ "g_norm": 0.6084965467453003,
141
+ "hv_norm": 0.3573640286922455,
142
+ "cos_v_hv": 0.0009963482152670622,
143
+ "hg_norm": 14.001262664794922,
144
+ "cos_g_hg": 0.8301385045051575,
145
+ "v_parallel_norm": 0.0050641270354390144,
146
+ "v_perp_norm": 73.84807586669922,
147
+ "embed_v_norm": 32.409149169921875,
148
+ "embed_cos_v_neg_g": 0.05469491705298424,
149
+ "value_embed_0_v_norm": 31.69496726989746,
150
+ "value_embed_0_cos_v_neg_g": 0.04123750329017639,
151
+ "value_embed_1_v_norm": 32.14072799682617,
152
+ "value_embed_1_cos_v_neg_g": 0.0542302243411541,
153
+ "value_embed_2_v_norm": 32.2518196105957,
154
+ "value_embed_2_cos_v_neg_g": 0.056744061410427094,
155
+ "layer_1_v_norm": 3.7078194618225098,
156
+ "layer_1_cos_v_neg_g": 0.025313319638371468,
157
+ "layer_2_v_norm": 3.7508604526519775,
158
+ "layer_2_cos_v_neg_g": 0.0018941790331155062,
159
+ "layer_3_v_norm": 3.717315196990967,
160
+ "layer_3_cos_v_neg_g": 0.01636648364365101,
161
+ "layer_4_v_norm": 3.728292465209961,
162
+ "layer_4_cos_v_neg_g": 0.02310648374259472,
163
+ "layer_5_v_norm": 3.688192844390869,
164
+ "layer_5_cos_v_neg_g": 0.02030327171087265,
165
+ "layer_6_v_norm": 3.737273693084717,
166
+ "layer_6_cos_v_neg_g": 0.024416480213403702,
167
+ "layer_7_v_norm": 3.716259479522705,
168
+ "layer_7_cos_v_neg_g": 0.023003851994872093,
169
+ "layer_8_v_norm": 3.7620978355407715,
170
+ "layer_8_cos_v_neg_g": 0.025090506300330162,
171
+ "layer_9_v_norm": 3.79142689704895,
172
+ "layer_9_cos_v_neg_g": 0.021694345399737358,
173
+ "layer_10_v_norm": 3.7380282878875732,
174
+ "layer_10_cos_v_neg_g": 0.01268417201936245,
175
+ "layer_11_v_norm": 3.71842360496521,
176
+ "layer_11_cos_v_neg_g": 0.02274909056723118,
177
+ "layer_12_v_norm": 3.758607864379883,
178
+ "layer_12_cos_v_neg_g": 0.025397470220923424,
179
+ "lm_head_v_norm": 34.02997589111328,
180
+ "lm_head_cos_v_neg_g": 0.0662548765540123,
181
+ "block0_q_v_norm": 1.2508145570755005,
182
+ "block0_q_cos_v_neg_g": 0.03794660419225693,
183
+ "block0_k_v_norm": 1.25286066532135,
184
+ "block0_k_cos_v_neg_g": 0.03350795432925224,
185
+ "block0_v_v_norm": 1.2359861135482788,
186
+ "block0_v_cos_v_neg_g": 0.016420086845755577,
187
+ "block0_o_v_norm": 1.2376619577407837,
188
+ "block0_o_cos_v_neg_g": 0.027426043525338173,
189
+ "block0_mlp_win_v_norm": 2.439021110534668,
190
+ "block0_mlp_win_cos_v_neg_g": 0.05426797643303871,
191
+ "block0_mlp_wout_v_norm": 1.2668710947036743,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.04197983071208,
193
+ "block3_q_v_norm": 1.1777639389038086,
194
+ "block3_q_cos_v_neg_g": 0.016290035098791122,
195
+ "block3_k_v_norm": 1.2019355297088623,
196
+ "block3_k_cos_v_neg_g": 0.025057880207896233,
197
+ "block3_v_v_norm": 1.1504625082015991,
198
+ "block3_v_cos_v_neg_g": 0.016003603115677834,
199
+ "block3_o_v_norm": 1.2065281867980957,
200
+ "block3_o_cos_v_neg_g": 0.03111083060503006,
201
+ "block3_mlp_win_v_norm": 2.6092493534088135,
202
+ "block3_mlp_win_cos_v_neg_g": 0.03638877719640732,
203
+ "block3_mlp_wout_v_norm": 1.2168467044830322,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.059344805777072906,
205
+ "block7_q_v_norm": 1.2119114398956299,
206
+ "block7_q_cos_v_neg_g": 0.026601823046803474,
207
+ "block7_k_v_norm": 1.226624846458435,
208
+ "block7_k_cos_v_neg_g": 0.03421651944518089,
209
+ "block7_v_v_norm": 1.1555392742156982,
210
+ "block7_v_cos_v_neg_g": 0.024400193244218826,
211
+ "block7_o_v_norm": 1.1968539953231812,
212
+ "block7_o_cos_v_neg_g": 0.03414320945739746,
213
+ "block7_mlp_win_v_norm": 2.6327109336853027,
214
+ "block7_mlp_win_cos_v_neg_g": 0.040547072887420654,
215
+ "block7_mlp_wout_v_norm": 1.216892957687378,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.06896030902862549,
217
+ "block11_q_v_norm": 1.194571614265442,
218
+ "block11_q_cos_v_neg_g": 0.028896620497107506,
219
+ "block11_k_v_norm": 1.2135729789733887,
220
+ "block11_k_cos_v_neg_g": 0.03333479166030884,
221
+ "block11_v_v_norm": 1.156292200088501,
222
+ "block11_v_cos_v_neg_g": 0.022291753441095352,
223
+ "block11_o_v_norm": 1.2417235374450684,
224
+ "block11_o_cos_v_neg_g": 0.04349106177687645,
225
+ "block11_mlp_win_v_norm": 2.5667011737823486,
226
+ "block11_mlp_win_cos_v_neg_g": 0.04413847252726555,
227
+ "block11_mlp_wout_v_norm": 1.3266780376434326,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.0483996644616127,
229
+ "embed_sharpness": 0.00021737893985118717,
230
+ "value_embed_0_sharpness": 1.7307716007053386e-05,
231
+ "value_embed_1_sharpness": 6.124005085439421e-05,
232
+ "value_embed_2_sharpness": 0.00012361909102764912,
233
+ "layer_1_sharpness": 0.030234793201088905,
234
+ "layer_2_sharpness": 0.018159457482397556,
235
+ "layer_3_sharpness": 0.013666892889887094,
236
+ "layer_4_sharpness": 0.011135058011859655,
237
+ "layer_5_sharpness": 0.012015529442578554,
238
+ "layer_6_sharpness": 0.009487538365647197,
239
+ "layer_7_sharpness": 0.029208616353571415,
240
+ "layer_8_sharpness": 0.022155781276524067,
241
+ "layer_9_sharpness": 0.010837961453944445,
242
+ "layer_10_sharpness": 0.030970229767262936,
243
+ "layer_11_sharpness": 0.022252416238188744,
244
+ "layer_12_sharpness": 0.2436843439936638,
245
+ "lm_head_sharpness": 0.0019532336737029254,
246
+ "block0_q_sharpness": 0.001103375747334212,
247
+ "block0_k_sharpness": 0.0008548528421670198,
248
+ "block0_v_sharpness": 0.00011927120795007795,
249
+ "block0_o_sharpness": 0.0005824481922900304,
250
+ "block0_mlp_win_sharpness": 0.007494353922083974,
251
+ "block0_mlp_wout_sharpness": 0.03062378615140915,
252
+ "block3_q_sharpness": 0.006593320984393358,
253
+ "block3_k_sharpness": 0.0028952680877409875,
254
+ "block3_v_sharpness": 0.016639895271509886,
255
+ "block3_o_sharpness": 0.003766401205211878,
256
+ "block3_mlp_win_sharpness": 0.002951149013824761,
257
+ "block3_mlp_wout_sharpness": 0.006160020595416427,
258
+ "block7_q_sharpness": 0.00880436785519123,
259
+ "block7_k_sharpness": 0.008138472447171807,
260
+ "block7_v_sharpness": 0.030276210978627205,
261
+ "block7_o_sharpness": 0.014190163929015398,
262
+ "block7_mlp_win_sharpness": 0.00191333336988464,
263
+ "block7_mlp_wout_sharpness": 0.004245880641974509,
264
+ "block11_q_sharpness": 0.04016322176903486,
265
+ "block11_k_sharpness": 0.0240501556545496,
266
+ "block11_v_sharpness": 0.04357009660452604,
267
+ "block11_o_sharpness": 0.01932680932804942,
268
+ "block11_mlp_win_sharpness": 0.10228876769542694,
269
+ "block11_mlp_wout_sharpness": 0.1408657617866993,
270
+ "sum_layer_numerators": 6.366486022883027,
271
+ "block_diag_sharpness": 0.038038181413821835,
272
+ "cross_layer_sharpness": 0.12570978487569842
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_10000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 74.01124572753906,
3
+ "total_l1_linf_norm": 635187.125,
4
+ "total_spectral_norm": 73.90497589111328,
5
+ "embed_update_fnorm": 32.75,
6
+ "embed_max_l1_linf_norm": 13.375,
7
+ "embed_max_spectral_norm": 4.31133508682251,
8
+ "value_embed_0_update_fnorm": 31.75,
9
+ "value_embed_0_max_l1_linf_norm": 13.375,
10
+ "value_embed_0_max_spectral_norm": 2.3471457958221436,
11
+ "value_embed_1_update_fnorm": 32.5,
12
+ "value_embed_1_max_l1_linf_norm": 13.375,
13
+ "value_embed_1_max_spectral_norm": 2.9067580699920654,
14
+ "value_embed_2_update_fnorm": 32.5,
15
+ "value_embed_2_max_l1_linf_norm": 13.375,
16
+ "value_embed_2_max_spectral_norm": 2.3973119258880615,
17
+ "layer_1_update_fnorm": 3.6899919509887695,
18
+ "layer_1_max_l1_linf_norm": 1.941663384437561,
19
+ "layer_1_max_spectral_norm": 0.11365436017513275,
20
+ "layer_2_update_fnorm": 3.758391857147217,
21
+ "layer_2_max_l1_linf_norm": 2.0078530311584473,
22
+ "layer_2_max_spectral_norm": 0.12043553590774536,
23
+ "layer_3_update_fnorm": 3.6879143714904785,
24
+ "layer_3_max_l1_linf_norm": 1.9972714185714722,
25
+ "layer_3_max_spectral_norm": 0.11939253658056259,
26
+ "layer_4_update_fnorm": 3.6495652198791504,
27
+ "layer_4_max_l1_linf_norm": 1.9847691059112549,
28
+ "layer_4_max_spectral_norm": 0.1138959750533104,
29
+ "layer_5_update_fnorm": 3.669480323791504,
30
+ "layer_5_max_l1_linf_norm": 2.0146703720092773,
31
+ "layer_5_max_spectral_norm": 0.11401651799678802,
32
+ "layer_6_update_fnorm": 3.669299602508545,
33
+ "layer_6_max_l1_linf_norm": 1.9856964349746704,
34
+ "layer_6_max_spectral_norm": 0.11403225362300873,
35
+ "layer_7_update_fnorm": 3.6761293411254883,
36
+ "layer_7_max_l1_linf_norm": 2.027111291885376,
37
+ "layer_7_max_spectral_norm": 0.1140904650092125,
38
+ "layer_8_update_fnorm": 3.6640028953552246,
39
+ "layer_8_max_l1_linf_norm": 2.02921199798584,
40
+ "layer_8_max_spectral_norm": 0.11380547285079956,
41
+ "layer_9_update_fnorm": 3.70340895652771,
42
+ "layer_9_max_l1_linf_norm": 2.0239224433898926,
43
+ "layer_9_max_spectral_norm": 0.11925163865089417,
44
+ "layer_10_update_fnorm": 3.7560465335845947,
45
+ "layer_10_max_l1_linf_norm": 2.067241668701172,
46
+ "layer_10_max_spectral_norm": 0.1206018328666687,
47
+ "layer_11_update_fnorm": 3.69693922996521,
48
+ "layer_11_max_l1_linf_norm": 2.0607149600982666,
49
+ "layer_11_max_spectral_norm": 0.12041628360748291,
50
+ "layer_12_update_fnorm": 3.9001638889312744,
51
+ "layer_12_max_l1_linf_norm": 2.299222946166992,
52
+ "layer_12_max_spectral_norm": 0.12048059701919556,
53
+ "lm_head_update_fnorm": 32.99142074584961,
54
+ "lm_head_max_l1_linf_norm": 13.713708877563477,
55
+ "lm_head_max_spectral_norm": 5.573930263519287,
56
+ "block0_q_update_fnorm": 1.2441918849945068,
57
+ "block0_q_max_l1_linf_norm": 1.0440869331359863,
58
+ "block0_q_max_spectral_norm": 0.06017501279711723,
59
+ "block0_k_update_fnorm": 1.2464417219161987,
60
+ "block0_k_max_l1_linf_norm": 1.044285535812378,
61
+ "block0_k_max_spectral_norm": 0.060149140655994415,
62
+ "block0_v_update_fnorm": 1.2344632148742676,
63
+ "block0_v_max_l1_linf_norm": 1.0297935009002686,
64
+ "block0_v_max_spectral_norm": 0.060197338461875916,
65
+ "block0_o_update_fnorm": 1.2442947626113892,
66
+ "block0_o_max_l1_linf_norm": 1.0477410554885864,
67
+ "block0_o_max_spectral_norm": 0.06021098420023918,
68
+ "block0_mlp_win_update_fnorm": 2.4463820457458496,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6361613273620605,
70
+ "block0_mlp_win_max_spectral_norm": 0.11365436017513275,
71
+ "block0_mlp_wout_update_fnorm": 1.2072386741638184,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.941663384437561,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05700119212269783,
74
+ "block3_q_update_fnorm": 1.205936074256897,
75
+ "block3_q_max_l1_linf_norm": 1.0560739040374756,
76
+ "block3_q_max_spectral_norm": 0.06019619107246399,
77
+ "block3_k_update_fnorm": 1.2242180109024048,
78
+ "block3_k_max_l1_linf_norm": 1.0367555618286133,
79
+ "block3_k_max_spectral_norm": 0.06020919233560562,
80
+ "block3_v_update_fnorm": 1.1947335004806519,
81
+ "block3_v_max_l1_linf_norm": 1.0437183380126953,
82
+ "block3_v_max_spectral_norm": 0.06018383800983429,
83
+ "block3_o_update_fnorm": 1.2354222536087036,
84
+ "block3_o_max_l1_linf_norm": 1.0408724546432495,
85
+ "block3_o_max_spectral_norm": 0.0602092370390892,
86
+ "block3_mlp_win_update_fnorm": 2.421628475189209,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8057465553283691,
88
+ "block3_mlp_win_max_spectral_norm": 0.1138959750533104,
89
+ "block3_mlp_wout_update_fnorm": 1.244297742843628,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9847691059112549,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05699089542031288,
92
+ "block7_q_update_fnorm": 1.2228753566741943,
93
+ "block7_q_max_l1_linf_norm": 1.0792286396026611,
94
+ "block7_q_max_spectral_norm": 0.060185857117176056,
95
+ "block7_k_update_fnorm": 1.2316327095031738,
96
+ "block7_k_max_l1_linf_norm": 1.091001033782959,
97
+ "block7_k_max_spectral_norm": 0.06018460914492607,
98
+ "block7_v_update_fnorm": 1.217506766319275,
99
+ "block7_v_max_l1_linf_norm": 1.0449941158294678,
100
+ "block7_v_max_spectral_norm": 0.060196779668331146,
101
+ "block7_o_update_fnorm": 1.2377972602844238,
102
+ "block7_o_max_l1_linf_norm": 1.0384880304336548,
103
+ "block7_o_max_spectral_norm": 0.06024506315588951,
104
+ "block7_mlp_win_update_fnorm": 2.4138925075531006,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.8069112300872803,
106
+ "block7_mlp_win_max_spectral_norm": 0.11380547285079956,
107
+ "block7_mlp_wout_update_fnorm": 1.253416895866394,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.02921199798584,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05703267455101013,
110
+ "block11_q_update_fnorm": 1.2155601978302002,
111
+ "block11_q_max_l1_linf_norm": 1.0485763549804688,
112
+ "block11_q_max_spectral_norm": 0.06018576771020889,
113
+ "block11_k_update_fnorm": 1.231382966041565,
114
+ "block11_k_max_l1_linf_norm": 1.0723931789398193,
115
+ "block11_k_max_spectral_norm": 0.060218069702386856,
116
+ "block11_v_update_fnorm": 1.1703349351882935,
117
+ "block11_v_max_l1_linf_norm": 1.0502904653549194,
118
+ "block11_v_max_spectral_norm": 0.0601767934858799,
119
+ "block11_o_update_fnorm": 1.2267003059387207,
120
+ "block11_o_max_l1_linf_norm": 1.0268242359161377,
121
+ "block11_o_max_spectral_norm": 0.06022551655769348,
122
+ "block11_mlp_win_update_fnorm": 2.719956398010254,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.662847876548767,
124
+ "block11_mlp_win_max_spectral_norm": 0.12048059701919556,
125
+ "block11_mlp_wout_update_fnorm": 1.3945223093032837,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.299222946166992,
127
+ "block11_mlp_wout_max_spectral_norm": 0.060257438570261,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.002501181385014206,
130
+ "block_total_sharpness": 0.049596620723605156,
131
+ "v_norm_block": 12.854223251342773,
132
+ "v_T_H_v_block": 8.194902420043945,
133
+ "v_norm": 73.90496826171875,
134
+ "ip_v_neg_g_hvp": 0.10578317940235138,
135
+ "cos_v_neg_g_hvp": 0.006126779597252607,
136
+ "g_hvp_norm": 0.23362039029598236,
137
+ "ip_v_neg_g_t": 1382.6629638671875,
138
+ "cos_v_neg_g_t": 0.016519799828529358,
139
+ "g_t_norm": 1132.499267578125,
140
+ "g_norm": 0.23362039029598236,
141
+ "hv_norm": 0.1489134430885315,
142
+ "cos_v_hv": 0.0008081531850621104,
143
+ "hg_norm": 2.4534919261932373,
144
+ "cos_g_hg": 0.7390602231025696,
145
+ "v_parallel_norm": 0.014012598432600498,
146
+ "v_perp_norm": 73.90496826171875,
147
+ "embed_v_norm": 32.86785888671875,
148
+ "embed_cos_v_neg_g": 0.0649171695113182,
149
+ "value_embed_0_v_norm": 31.78948974609375,
150
+ "value_embed_0_cos_v_neg_g": 0.05261213332414627,
151
+ "value_embed_1_v_norm": 32.57172393798828,
152
+ "value_embed_1_cos_v_neg_g": 0.05998145788908005,
153
+ "value_embed_2_v_norm": 32.5037727355957,
154
+ "value_embed_2_cos_v_neg_g": 0.04979761317372322,
155
+ "layer_1_v_norm": 3.6899919509887695,
156
+ "layer_1_cos_v_neg_g": 0.013947859406471252,
157
+ "layer_2_v_norm": 3.758391857147217,
158
+ "layer_2_cos_v_neg_g": 0.003691305872052908,
159
+ "layer_3_v_norm": 3.6879143714904785,
160
+ "layer_3_cos_v_neg_g": 0.03571338206529617,
161
+ "layer_4_v_norm": 3.6495652198791504,
162
+ "layer_4_cos_v_neg_g": 0.04009917378425598,
163
+ "layer_5_v_norm": 3.669480323791504,
164
+ "layer_5_cos_v_neg_g": 0.024319738149642944,
165
+ "layer_6_v_norm": 3.669299602508545,
166
+ "layer_6_cos_v_neg_g": 0.028889769688248634,
167
+ "layer_7_v_norm": 3.6761293411254883,
168
+ "layer_7_cos_v_neg_g": 0.02384045347571373,
169
+ "layer_8_v_norm": 3.6640028953552246,
170
+ "layer_8_cos_v_neg_g": 0.04115789011120796,
171
+ "layer_9_v_norm": 3.70340895652771,
172
+ "layer_9_cos_v_neg_g": 0.03729294240474701,
173
+ "layer_10_v_norm": 3.7560465335845947,
174
+ "layer_10_cos_v_neg_g": 0.024972990155220032,
175
+ "layer_11_v_norm": 3.69693922996521,
176
+ "layer_11_cos_v_neg_g": 0.03689424693584442,
177
+ "layer_12_v_norm": 3.9001638889312744,
178
+ "layer_12_cos_v_neg_g": 0.017455551773309708,
179
+ "lm_head_v_norm": 32.99142074584961,
180
+ "lm_head_cos_v_neg_g": 0.0579533576965332,
181
+ "block0_q_v_norm": 1.2441918849945068,
182
+ "block0_q_cos_v_neg_g": 0.05320759862661362,
183
+ "block0_k_v_norm": 1.2464417219161987,
184
+ "block0_k_cos_v_neg_g": 0.053208693861961365,
185
+ "block0_v_v_norm": 1.2344632148742676,
186
+ "block0_v_cos_v_neg_g": 0.019525371491909027,
187
+ "block0_o_v_norm": 1.2442947626113892,
188
+ "block0_o_cos_v_neg_g": 0.05050777271389961,
189
+ "block0_mlp_win_v_norm": 2.4463820457458496,
190
+ "block0_mlp_win_cos_v_neg_g": 0.0711364820599556,
191
+ "block0_mlp_wout_v_norm": 1.2072386741638184,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06800180673599243,
193
+ "block3_q_v_norm": 1.205936074256897,
194
+ "block3_q_cos_v_neg_g": 0.04577277600765228,
195
+ "block3_k_v_norm": 1.2242180109024048,
196
+ "block3_k_cos_v_neg_g": 0.04695975407958031,
197
+ "block3_v_v_norm": 1.1947335004806519,
198
+ "block3_v_cos_v_neg_g": 0.024891633540391922,
199
+ "block3_o_v_norm": 1.2354222536087036,
200
+ "block3_o_cos_v_neg_g": 0.05238448455929756,
201
+ "block3_mlp_win_v_norm": 2.421628475189209,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05947304144501686,
203
+ "block3_mlp_wout_v_norm": 1.244297742843628,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.0787399485707283,
205
+ "block7_q_v_norm": 1.2228753566741943,
206
+ "block7_q_cos_v_neg_g": 0.053260400891304016,
207
+ "block7_k_v_norm": 1.2316327095031738,
208
+ "block7_k_cos_v_neg_g": 0.054143354296684265,
209
+ "block7_v_v_norm": 1.217506766319275,
210
+ "block7_v_cos_v_neg_g": 0.036452800035476685,
211
+ "block7_o_v_norm": 1.2377972602844238,
212
+ "block7_o_cos_v_neg_g": 0.04887866973876953,
213
+ "block7_mlp_win_v_norm": 2.4138925075531006,
214
+ "block7_mlp_win_cos_v_neg_g": 0.06050935387611389,
215
+ "block7_mlp_wout_v_norm": 1.253416895866394,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.07936622202396393,
217
+ "block11_q_v_norm": 1.2155601978302002,
218
+ "block11_q_cos_v_neg_g": 0.02694883942604065,
219
+ "block11_k_v_norm": 1.231382966041565,
220
+ "block11_k_cos_v_neg_g": 0.03432004526257515,
221
+ "block11_v_v_norm": 1.1703349351882935,
222
+ "block11_v_cos_v_neg_g": 0.018518202006816864,
223
+ "block11_o_v_norm": 1.2267003059387207,
224
+ "block11_o_cos_v_neg_g": 0.029616428539156914,
225
+ "block11_mlp_win_v_norm": 2.719956398010254,
226
+ "block11_mlp_win_cos_v_neg_g": 0.02314103953540325,
227
+ "block11_mlp_wout_v_norm": 1.3945223093032837,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.02465490810573101,
229
+ "embed_sharpness": 5.538101322599687e-05,
230
+ "value_embed_0_sharpness": 1.944162931977189e-05,
231
+ "value_embed_1_sharpness": 4.9606143875280395e-05,
232
+ "value_embed_2_sharpness": 9.70991313806735e-05,
233
+ "layer_1_sharpness": 0.0016596648492850363,
234
+ "layer_2_sharpness": 0.01834217319265008,
235
+ "layer_3_sharpness": 0.004288027994334698,
236
+ "layer_4_sharpness": 0.0051567727932706475,
237
+ "layer_5_sharpness": 0.004139730823226273,
238
+ "layer_6_sharpness": 0.0021066981134936213,
239
+ "layer_7_sharpness": 0.0008513937355019152,
240
+ "layer_8_sharpness": 0.014128702227026224,
241
+ "layer_9_sharpness": 0.001706043491140008,
242
+ "layer_10_sharpness": 0.0037164929090067744,
243
+ "layer_11_sharpness": 0.0015157531597651541,
244
+ "layer_12_sharpness": 0.2552429214119911,
245
+ "lm_head_sharpness": 0.0008651879907120019,
246
+ "block0_q_sharpness": 3.556511364877224e-05,
247
+ "block0_k_sharpness": 2.504243911971571e-05,
248
+ "block0_v_sharpness": 8.336937753483653e-06,
249
+ "block0_o_sharpness": 8.86641864781268e-05,
250
+ "block0_mlp_win_sharpness": 0.00041037335176952183,
251
+ "block0_mlp_wout_sharpness": 0.0020528071909211576,
252
+ "block3_q_sharpness": 0.0030408126767724752,
253
+ "block3_k_sharpness": 0.0008502142445649952,
254
+ "block3_v_sharpness": 0.0013302525621838868,
255
+ "block3_o_sharpness": 0.00042295895400457084,
256
+ "block3_mlp_win_sharpness": 0.0006493353866972029,
257
+ "block3_mlp_wout_sharpness": 0.0014009684091433883,
258
+ "block7_q_sharpness": 0.006732366280630231,
259
+ "block7_k_sharpness": 0.002652445051353425,
260
+ "block7_v_sharpness": 0.004905140376649797,
261
+ "block7_o_sharpness": 0.0008645885973237455,
262
+ "block7_mlp_win_sharpness": 0.001374861312797293,
263
+ "block7_mlp_wout_sharpness": 0.001383782539051026,
264
+ "block11_q_sharpness": 0.002994489739648998,
265
+ "block11_k_sharpness": 0.003363737021572888,
266
+ "block11_v_sharpness": 0.0022633656626567245,
267
+ "block11_o_sharpness": 0.011250092647969723,
268
+ "block11_mlp_win_sharpness": 0.027814490720629692,
269
+ "block11_mlp_wout_sharpness": 1.0007345080375671,
270
+ "sum_layer_numerators": 4.673101936039773,
271
+ "block_diag_sharpness": 0.028282225304789577,
272
+ "cross_layer_sharpness": 0.02131439541881558
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_1500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 71.19903564453125,
3
+ "total_l1_linf_norm": 643129.3125,
4
+ "total_spectral_norm": 71.16848754882812,
5
+ "embed_update_fnorm": 31.25,
6
+ "embed_max_l1_linf_norm": 13.4375,
7
+ "embed_max_spectral_norm": 5.37899112701416,
8
+ "value_embed_0_update_fnorm": 30.5,
9
+ "value_embed_0_max_l1_linf_norm": 13.5,
10
+ "value_embed_0_max_spectral_norm": 3.1578500270843506,
11
+ "value_embed_1_update_fnorm": 31.125,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 3.7691760063171387,
14
+ "value_embed_2_update_fnorm": 31.0,
15
+ "value_embed_2_max_l1_linf_norm": 13.5,
16
+ "value_embed_2_max_spectral_norm": 3.191246509552002,
17
+ "layer_1_update_fnorm": 3.7284581661224365,
18
+ "layer_1_max_l1_linf_norm": 1.9540504217147827,
19
+ "layer_1_max_spectral_norm": 0.11385075747966766,
20
+ "layer_2_update_fnorm": 3.7524969577789307,
21
+ "layer_2_max_l1_linf_norm": 1.9125032424926758,
22
+ "layer_2_max_spectral_norm": 0.12045472115278244,
23
+ "layer_3_update_fnorm": 3.7235002517700195,
24
+ "layer_3_max_l1_linf_norm": 1.9052983522415161,
25
+ "layer_3_max_spectral_norm": 0.12056487053632736,
26
+ "layer_4_update_fnorm": 3.7098915576934814,
27
+ "layer_4_max_l1_linf_norm": 1.9471662044525146,
28
+ "layer_4_max_spectral_norm": 0.12053017318248749,
29
+ "layer_5_update_fnorm": 3.7168681621551514,
30
+ "layer_5_max_l1_linf_norm": 1.8863080739974976,
31
+ "layer_5_max_spectral_norm": 0.12062045186758041,
32
+ "layer_6_update_fnorm": 3.7330422401428223,
33
+ "layer_6_max_l1_linf_norm": 1.9080148935317993,
34
+ "layer_6_max_spectral_norm": 0.12054610997438431,
35
+ "layer_7_update_fnorm": 3.7128045558929443,
36
+ "layer_7_max_l1_linf_norm": 1.945939302444458,
37
+ "layer_7_max_spectral_norm": 0.12052961438894272,
38
+ "layer_8_update_fnorm": 3.7401421070098877,
39
+ "layer_8_max_l1_linf_norm": 1.9187710285186768,
40
+ "layer_8_max_spectral_norm": 0.12047922611236572,
41
+ "layer_9_update_fnorm": 3.769174575805664,
42
+ "layer_9_max_l1_linf_norm": 1.876920461654663,
43
+ "layer_9_max_spectral_norm": 0.12042710930109024,
44
+ "layer_10_update_fnorm": 3.754873514175415,
45
+ "layer_10_max_l1_linf_norm": 1.9168850183486938,
46
+ "layer_10_max_spectral_norm": 0.1205662339925766,
47
+ "layer_11_update_fnorm": 3.7067012786865234,
48
+ "layer_11_max_l1_linf_norm": 1.9667956829071045,
49
+ "layer_11_max_spectral_norm": 0.12048862874507904,
50
+ "layer_12_update_fnorm": 3.7365593910217285,
51
+ "layer_12_max_l1_linf_norm": 2.1265978813171387,
52
+ "layer_12_max_spectral_norm": 0.12058403342962265,
53
+ "lm_head_update_fnorm": 32.59080505371094,
54
+ "lm_head_max_l1_linf_norm": 13.724205017089844,
55
+ "lm_head_max_spectral_norm": 8.010552406311035,
56
+ "block0_q_update_fnorm": 1.253779649734497,
57
+ "block0_q_max_l1_linf_norm": 1.0457395315170288,
58
+ "block0_q_max_spectral_norm": 0.060156818479299545,
59
+ "block0_k_update_fnorm": 1.2529619932174683,
60
+ "block0_k_max_l1_linf_norm": 1.069765329360962,
61
+ "block0_k_max_spectral_norm": 0.06014883518218994,
62
+ "block0_v_update_fnorm": 1.237740397453308,
63
+ "block0_v_max_l1_linf_norm": 1.0273045301437378,
64
+ "block0_v_max_spectral_norm": 0.06020394712686539,
65
+ "block0_o_update_fnorm": 1.2409017086029053,
66
+ "block0_o_max_l1_linf_norm": 1.0388703346252441,
67
+ "block0_o_max_spectral_norm": 0.06021180376410484,
68
+ "block0_mlp_win_update_fnorm": 2.488936185836792,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6204264163970947,
70
+ "block0_mlp_win_max_spectral_norm": 0.11385075747966766,
71
+ "block0_mlp_wout_update_fnorm": 1.221821665763855,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9540504217147827,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05877681449055672,
74
+ "block3_q_update_fnorm": 1.2025322914123535,
75
+ "block3_q_max_l1_linf_norm": 1.0583975315093994,
76
+ "block3_q_max_spectral_norm": 0.06020180508494377,
77
+ "block3_k_update_fnorm": 1.2234888076782227,
78
+ "block3_k_max_l1_linf_norm": 1.0496313571929932,
79
+ "block3_k_max_spectral_norm": 0.060183845460414886,
80
+ "block3_v_update_fnorm": 1.1753236055374146,
81
+ "block3_v_max_l1_linf_norm": 1.0409657955169678,
82
+ "block3_v_max_spectral_norm": 0.0601981021463871,
83
+ "block3_o_update_fnorm": 1.22166109085083,
84
+ "block3_o_max_l1_linf_norm": 1.0251474380493164,
85
+ "block3_o_max_spectral_norm": 0.060204122215509415,
86
+ "block3_mlp_win_update_fnorm": 2.5416858196258545,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.9471662044525146,
88
+ "block3_mlp_win_max_spectral_norm": 0.12053017318248749,
89
+ "block3_mlp_wout_update_fnorm": 1.2190333604812622,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.8592034578323364,
91
+ "block3_mlp_wout_max_spectral_norm": 0.0568479523062706,
92
+ "block7_q_update_fnorm": 1.2112778425216675,
93
+ "block7_q_max_l1_linf_norm": 1.0526394844055176,
94
+ "block7_q_max_spectral_norm": 0.06019388139247894,
95
+ "block7_k_update_fnorm": 1.2232857942581177,
96
+ "block7_k_max_l1_linf_norm": 1.0488214492797852,
97
+ "block7_k_max_spectral_norm": 0.060193758457899094,
98
+ "block7_v_update_fnorm": 1.187347173690796,
99
+ "block7_v_max_l1_linf_norm": 1.0432438850402832,
100
+ "block7_v_max_spectral_norm": 0.06019992008805275,
101
+ "block7_o_update_fnorm": 1.217565894126892,
102
+ "block7_o_max_l1_linf_norm": 1.0180354118347168,
103
+ "block7_o_max_spectral_norm": 0.060211122035980225,
104
+ "block7_mlp_win_update_fnorm": 2.5695478916168213,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.9187710285186768,
106
+ "block7_mlp_win_max_spectral_norm": 0.12047922611236572,
107
+ "block7_mlp_wout_update_fnorm": 1.2368954420089722,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.911510705947876,
109
+ "block7_mlp_wout_max_spectral_norm": 0.056929636746644974,
110
+ "block11_q_update_fnorm": 1.2156504392623901,
111
+ "block11_q_max_l1_linf_norm": 1.0697845220565796,
112
+ "block11_q_max_spectral_norm": 0.06020546704530716,
113
+ "block11_k_update_fnorm": 1.2256718873977661,
114
+ "block11_k_max_l1_linf_norm": 1.0722278356552124,
115
+ "block11_k_max_spectral_norm": 0.06020011752843857,
116
+ "block11_v_update_fnorm": 1.1727757453918457,
117
+ "block11_v_max_l1_linf_norm": 1.0202083587646484,
118
+ "block11_v_max_spectral_norm": 0.060193393379449844,
119
+ "block11_o_update_fnorm": 1.2436110973358154,
120
+ "block11_o_max_l1_linf_norm": 1.040481686592102,
121
+ "block11_o_max_spectral_norm": 0.06022171303629875,
122
+ "block11_mlp_win_update_fnorm": 2.532108783721924,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6258889436721802,
124
+ "block11_mlp_win_max_spectral_norm": 0.12058403342962265,
125
+ "block11_mlp_wout_update_fnorm": 1.2837316989898682,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.1265978813171387,
127
+ "block11_mlp_wout_max_spectral_norm": 0.060216907411813736,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.005410804180428386,
130
+ "block_total_sharpness": 0.09843583032488823,
131
+ "v_norm_block": 12.928337097167969,
132
+ "v_T_H_v_block": 16.452750205993652,
133
+ "v_norm": 71.16848754882812,
134
+ "ip_v_neg_g_hvp": 0.14948880672454834,
135
+ "cos_v_neg_g_hvp": 0.004828948061913252,
136
+ "g_hvp_norm": 0.434979110956192,
137
+ "ip_v_neg_g_t": 2114.2646484375,
138
+ "cos_v_neg_g_t": 0.03632451593875885,
139
+ "g_t_norm": 817.846435546875,
140
+ "g_norm": 0.434979110956192,
141
+ "hv_norm": 0.30054959654808044,
142
+ "cos_v_hv": 0.0008341463399119675,
143
+ "hg_norm": 10.570094108581543,
144
+ "cos_g_hg": 0.7051475644111633,
145
+ "v_parallel_norm": 0.0073732659220695496,
146
+ "v_perp_norm": 71.16848754882812,
147
+ "embed_v_norm": 31.21613311767578,
148
+ "embed_cos_v_neg_g": 0.05900023505091667,
149
+ "value_embed_0_v_norm": 30.52851104736328,
150
+ "value_embed_0_cos_v_neg_g": 0.0450592115521431,
151
+ "value_embed_1_v_norm": 31.119279861450195,
152
+ "value_embed_1_cos_v_neg_g": 0.05650397390127182,
153
+ "value_embed_2_v_norm": 30.996858596801758,
154
+ "value_embed_2_cos_v_neg_g": 0.053741101175546646,
155
+ "layer_1_v_norm": 3.7284581661224365,
156
+ "layer_1_cos_v_neg_g": 0.01703077368438244,
157
+ "layer_2_v_norm": 3.7524969577789307,
158
+ "layer_2_cos_v_neg_g": 0.0033720985520631075,
159
+ "layer_3_v_norm": 3.7235002517700195,
160
+ "layer_3_cos_v_neg_g": 0.02380277030169964,
161
+ "layer_4_v_norm": 3.7098915576934814,
162
+ "layer_4_cos_v_neg_g": 0.024794377386569977,
163
+ "layer_5_v_norm": 3.7168681621551514,
164
+ "layer_5_cos_v_neg_g": 0.02120400033891201,
165
+ "layer_6_v_norm": 3.7330422401428223,
166
+ "layer_6_cos_v_neg_g": 0.022894714027643204,
167
+ "layer_7_v_norm": 3.7128045558929443,
168
+ "layer_7_cos_v_neg_g": 0.01584581844508648,
169
+ "layer_8_v_norm": 3.740142345428467,
170
+ "layer_8_cos_v_neg_g": 0.01465141773223877,
171
+ "layer_9_v_norm": 3.769174575805664,
172
+ "layer_9_cos_v_neg_g": 0.020253872498869896,
173
+ "layer_10_v_norm": 3.754873514175415,
174
+ "layer_10_cos_v_neg_g": 0.00977861974388361,
175
+ "layer_11_v_norm": 3.7067012786865234,
176
+ "layer_11_cos_v_neg_g": 0.02232576720416546,
177
+ "layer_12_v_norm": 3.7365593910217285,
178
+ "layer_12_cos_v_neg_g": 0.020444344729185104,
179
+ "lm_head_v_norm": 32.59080505371094,
180
+ "lm_head_cos_v_neg_g": 0.0634421557188034,
181
+ "block0_q_v_norm": 1.253779649734497,
182
+ "block0_q_cos_v_neg_g": 0.05183103680610657,
183
+ "block0_k_v_norm": 1.2529619932174683,
184
+ "block0_k_cos_v_neg_g": 0.05124158784747124,
185
+ "block0_v_v_norm": 1.237740397453308,
186
+ "block0_v_cos_v_neg_g": 0.02280575782060623,
187
+ "block0_o_v_norm": 1.2409017086029053,
188
+ "block0_o_cos_v_neg_g": 0.03537020832300186,
189
+ "block0_mlp_win_v_norm": 2.488936185836792,
190
+ "block0_mlp_win_cos_v_neg_g": 0.06056908145546913,
191
+ "block0_mlp_wout_v_norm": 1.221821665763855,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.044563502073287964,
193
+ "block3_q_v_norm": 1.2025322914123535,
194
+ "block3_q_cos_v_neg_g": 0.014801752753555775,
195
+ "block3_k_v_norm": 1.2234888076782227,
196
+ "block3_k_cos_v_neg_g": 0.019478078931570053,
197
+ "block3_v_v_norm": 1.1753236055374146,
198
+ "block3_v_cos_v_neg_g": 0.012802856974303722,
199
+ "block3_o_v_norm": 1.22166109085083,
200
+ "block3_o_cos_v_neg_g": 0.03483469784259796,
201
+ "block3_mlp_win_v_norm": 2.5416858196258545,
202
+ "block3_mlp_win_cos_v_neg_g": 0.03741572052240372,
203
+ "block3_mlp_wout_v_norm": 1.2190333604812622,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.05890684947371483,
205
+ "block7_q_v_norm": 1.2112778425216675,
206
+ "block7_q_cos_v_neg_g": 0.024241872131824493,
207
+ "block7_k_v_norm": 1.2232857942581177,
208
+ "block7_k_cos_v_neg_g": 0.029011905193328857,
209
+ "block7_v_v_norm": 1.187347173690796,
210
+ "block7_v_cos_v_neg_g": 0.022467270493507385,
211
+ "block7_o_v_norm": 1.217565894126892,
212
+ "block7_o_cos_v_neg_g": 0.03173021599650383,
213
+ "block7_mlp_win_v_norm": 2.5695478916168213,
214
+ "block7_mlp_win_cos_v_neg_g": 0.0406646654009819,
215
+ "block7_mlp_wout_v_norm": 1.2368954420089722,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.068183034658432,
217
+ "block11_q_v_norm": 1.2156504392623901,
218
+ "block11_q_cos_v_neg_g": 0.023353489115834236,
219
+ "block11_k_v_norm": 1.2256718873977661,
220
+ "block11_k_cos_v_neg_g": 0.032495107501745224,
221
+ "block11_v_v_norm": 1.1727757453918457,
222
+ "block11_v_cos_v_neg_g": 0.017196020111441612,
223
+ "block11_o_v_norm": 1.2436110973358154,
224
+ "block11_o_cos_v_neg_g": 0.03854775056242943,
225
+ "block11_mlp_win_v_norm": 2.532108783721924,
226
+ "block11_mlp_win_cos_v_neg_g": 0.03197373077273369,
227
+ "block11_mlp_wout_v_norm": 1.2837316989898682,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.03667856752872467,
229
+ "embed_sharpness": 0.00020298797608120367,
230
+ "value_embed_0_sharpness": 1.8566845938039478e-05,
231
+ "value_embed_1_sharpness": 7.58278911234811e-05,
232
+ "value_embed_2_sharpness": 0.00014862911848467775,
233
+ "layer_1_sharpness": 0.011434105457738042,
234
+ "layer_2_sharpness": 0.02642441913485527,
235
+ "layer_3_sharpness": 0.01670293416827917,
236
+ "layer_4_sharpness": 0.010134392883628607,
237
+ "layer_5_sharpness": 0.010018072323873639,
238
+ "layer_6_sharpness": 0.005728969001211226,
239
+ "layer_7_sharpness": 0.018669707234948874,
240
+ "layer_8_sharpness": 0.017714600544422865,
241
+ "layer_9_sharpness": 0.0047881524078547955,
242
+ "layer_10_sharpness": 0.003677560016512871,
243
+ "layer_11_sharpness": -6.308719639491756e-05,
244
+ "layer_12_sharpness": 0.07519272901117802,
245
+ "lm_head_sharpness": 0.0017272549448534846,
246
+ "block0_q_sharpness": 0.0006415221869247034,
247
+ "block0_k_sharpness": 0.0006174767331685871,
248
+ "block0_v_sharpness": 0.00010080316860694438,
249
+ "block0_o_sharpness": 0.0005721898778574541,
250
+ "block0_mlp_win_sharpness": 0.0037526482483372092,
251
+ "block0_mlp_wout_sharpness": 0.023818287067115307,
252
+ "block3_q_sharpness": 0.0036785700358450413,
253
+ "block3_k_sharpness": 0.0020795910386368632,
254
+ "block3_v_sharpness": 0.014811209868639708,
255
+ "block3_o_sharpness": 0.002230251207947731,
256
+ "block3_mlp_win_sharpness": 0.0036607759539037943,
257
+ "block3_mlp_wout_sharpness": 0.005564059596508741,
258
+ "block7_q_sharpness": 0.00874298787675798,
259
+ "block7_k_sharpness": 0.004799207439646125,
260
+ "block7_v_sharpness": 0.03611408919095993,
261
+ "block7_o_sharpness": 0.010279930662363768,
262
+ "block7_mlp_win_sharpness": 0.0023842292139306664,
263
+ "block7_mlp_wout_sharpness": 0.0034893157426267862,
264
+ "block11_q_sharpness": 0.036153802648186684,
265
+ "block11_k_sharpness": 0.018854477908462286,
266
+ "block11_v_sharpness": 0.030382856726646423,
267
+ "block11_o_sharpness": 0.01922393962740898,
268
+ "block11_mlp_win_sharpness": 0.035029406659305096,
269
+ "block11_mlp_wout_sharpness": 0.07065564952790737,
270
+ "sum_layer_numerators": 2.7943382887103967,
271
+ "block_diag_sharpness": 0.01671835899359669,
272
+ "cross_layer_sharpness": 0.08171747133129154
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_2000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 75.3675537109375,
3
+ "total_l1_linf_norm": 686831.9375,
4
+ "total_spectral_norm": 75.23286437988281,
5
+ "embed_update_fnorm": 32.75,
6
+ "embed_max_l1_linf_norm": 13.5625,
7
+ "embed_max_spectral_norm": 5.5592427253723145,
8
+ "value_embed_0_update_fnorm": 32.25,
9
+ "value_embed_0_max_l1_linf_norm": 13.5,
10
+ "value_embed_0_max_spectral_norm": 2.9374423027038574,
11
+ "value_embed_1_update_fnorm": 32.75,
12
+ "value_embed_1_max_l1_linf_norm": 13.5,
13
+ "value_embed_1_max_spectral_norm": 3.828507900238037,
14
+ "value_embed_2_update_fnorm": 32.75,
15
+ "value_embed_2_max_l1_linf_norm": 13.5,
16
+ "value_embed_2_max_spectral_norm": 3.206521987915039,
17
+ "layer_1_update_fnorm": 3.705273389816284,
18
+ "layer_1_max_l1_linf_norm": 1.96239173412323,
19
+ "layer_1_max_spectral_norm": 0.11367274820804596,
20
+ "layer_2_update_fnorm": 3.747056722640991,
21
+ "layer_2_max_l1_linf_norm": 2.1145131587982178,
22
+ "layer_2_max_spectral_norm": 0.12045200914144516,
23
+ "layer_3_update_fnorm": 3.7274320125579834,
24
+ "layer_3_max_l1_linf_norm": 1.9089573621749878,
25
+ "layer_3_max_spectral_norm": 0.12050280719995499,
26
+ "layer_4_update_fnorm": 3.7071244716644287,
27
+ "layer_4_max_l1_linf_norm": 1.9150253534317017,
28
+ "layer_4_max_spectral_norm": 0.12059597671031952,
29
+ "layer_5_update_fnorm": 3.712400436401367,
30
+ "layer_5_max_l1_linf_norm": 1.8945164680480957,
31
+ "layer_5_max_spectral_norm": 0.1205720603466034,
32
+ "layer_6_update_fnorm": 3.7304370403289795,
33
+ "layer_6_max_l1_linf_norm": 1.934464454650879,
34
+ "layer_6_max_spectral_norm": 0.12060196697711945,
35
+ "layer_7_update_fnorm": 3.7049591541290283,
36
+ "layer_7_max_l1_linf_norm": 1.8962044715881348,
37
+ "layer_7_max_spectral_norm": 0.12050849199295044,
38
+ "layer_8_update_fnorm": 3.7253801822662354,
39
+ "layer_8_max_l1_linf_norm": 2.014514923095703,
40
+ "layer_8_max_spectral_norm": 0.12042634189128876,
41
+ "layer_9_update_fnorm": 3.761613130569458,
42
+ "layer_9_max_l1_linf_norm": 1.9107725620269775,
43
+ "layer_9_max_spectral_norm": 0.12043670564889908,
44
+ "layer_10_update_fnorm": 3.7564282417297363,
45
+ "layer_10_max_l1_linf_norm": 1.9557099342346191,
46
+ "layer_10_max_spectral_norm": 0.1205853670835495,
47
+ "layer_11_update_fnorm": 3.70383358001709,
48
+ "layer_11_max_l1_linf_norm": 1.9669177532196045,
49
+ "layer_11_max_spectral_norm": 0.12044167518615723,
50
+ "layer_12_update_fnorm": 3.8166189193725586,
51
+ "layer_12_max_l1_linf_norm": 2.2182974815368652,
52
+ "layer_12_max_spectral_norm": 0.1204466000199318,
53
+ "lm_head_update_fnorm": 35.00022506713867,
54
+ "lm_head_max_l1_linf_norm": 13.722785949707031,
55
+ "lm_head_max_spectral_norm": 10.705180168151855,
56
+ "block0_q_update_fnorm": 1.2517025470733643,
57
+ "block0_q_max_l1_linf_norm": 1.0622196197509766,
58
+ "block0_q_max_spectral_norm": 0.060174692422151566,
59
+ "block0_k_update_fnorm": 1.2518153190612793,
60
+ "block0_k_max_l1_linf_norm": 1.0427708625793457,
61
+ "block0_k_max_spectral_norm": 0.06013753265142441,
62
+ "block0_v_update_fnorm": 1.23600435256958,
63
+ "block0_v_max_l1_linf_norm": 1.0284128189086914,
64
+ "block0_v_max_spectral_norm": 0.06022118777036667,
65
+ "block0_o_update_fnorm": 1.2382447719573975,
66
+ "block0_o_max_l1_linf_norm": 1.0363318920135498,
67
+ "block0_o_max_spectral_norm": 0.06021414324641228,
68
+ "block0_mlp_win_update_fnorm": 2.45457124710083,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6847156286239624,
70
+ "block0_mlp_win_max_spectral_norm": 0.11367274820804596,
71
+ "block0_mlp_wout_update_fnorm": 1.2285207509994507,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.96239173412323,
73
+ "block0_mlp_wout_max_spectral_norm": 0.059387706220149994,
74
+ "block3_q_update_fnorm": 1.1954107284545898,
75
+ "block3_q_max_l1_linf_norm": 1.0346150398254395,
76
+ "block3_q_max_spectral_norm": 0.06019486114382744,
77
+ "block3_k_update_fnorm": 1.220133900642395,
78
+ "block3_k_max_l1_linf_norm": 1.0503814220428467,
79
+ "block3_k_max_spectral_norm": 0.06018250063061714,
80
+ "block3_v_update_fnorm": 1.1651935577392578,
81
+ "block3_v_max_l1_linf_norm": 1.020398497581482,
82
+ "block3_v_max_spectral_norm": 0.0601952038705349,
83
+ "block3_o_update_fnorm": 1.219801425933838,
84
+ "block3_o_max_l1_linf_norm": 1.0281723737716675,
85
+ "block3_o_max_spectral_norm": 0.06021519750356674,
86
+ "block3_mlp_win_update_fnorm": 2.550452947616577,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.9150253534317017,
88
+ "block3_mlp_win_max_spectral_norm": 0.12059597671031952,
89
+ "block3_mlp_wout_update_fnorm": 1.214280605316162,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.865009069442749,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05686258152127266,
92
+ "block7_q_update_fnorm": 1.1722187995910645,
93
+ "block7_q_max_l1_linf_norm": 1.0445683002471924,
94
+ "block7_q_max_spectral_norm": 0.06020853668451309,
95
+ "block7_k_update_fnorm": 1.2135820388793945,
96
+ "block7_k_max_l1_linf_norm": 1.0694663524627686,
97
+ "block7_k_max_spectral_norm": 0.06021292135119438,
98
+ "block7_v_update_fnorm": 1.1879109144210815,
99
+ "block7_v_max_l1_linf_norm": 1.0475636720657349,
100
+ "block7_v_max_spectral_norm": 0.06020289286971092,
101
+ "block7_o_update_fnorm": 1.218125581741333,
102
+ "block7_o_max_l1_linf_norm": 1.0229016542434692,
103
+ "block7_o_max_spectral_norm": 0.06020422279834747,
104
+ "block7_mlp_win_update_fnorm": 2.57395076751709,
105
+ "block7_mlp_win_max_l1_linf_norm": 2.014514923095703,
106
+ "block7_mlp_win_max_spectral_norm": 0.12042634189128876,
107
+ "block7_mlp_wout_update_fnorm": 1.2293124198913574,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.924489140510559,
109
+ "block7_mlp_wout_max_spectral_norm": 0.056847844272851944,
110
+ "block11_q_update_fnorm": 1.209112286567688,
111
+ "block11_q_max_l1_linf_norm": 1.0473295450210571,
112
+ "block11_q_max_spectral_norm": 0.06018910929560661,
113
+ "block11_k_update_fnorm": 1.2255369424819946,
114
+ "block11_k_max_l1_linf_norm": 1.0757920742034912,
115
+ "block11_k_max_spectral_norm": 0.06019674241542816,
116
+ "block11_v_update_fnorm": 1.1674672365188599,
117
+ "block11_v_max_l1_linf_norm": 1.0328640937805176,
118
+ "block11_v_max_spectral_norm": 0.060199543833732605,
119
+ "block11_o_update_fnorm": 1.2409940958023071,
120
+ "block11_o_max_l1_linf_norm": 1.0345337390899658,
121
+ "block11_o_max_spectral_norm": 0.06024295464158058,
122
+ "block11_mlp_win_update_fnorm": 2.625230550765991,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7427783012390137,
124
+ "block11_mlp_win_max_spectral_norm": 0.1204466000199318,
125
+ "block11_mlp_wout_update_fnorm": 1.3443081378936768,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2182974815368652,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06022879481315613,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.006278482731431723,
130
+ "block_total_sharpness": 0.1499113105237484,
131
+ "v_norm_block": 12.932700157165527,
132
+ "v_T_H_v_block": 25.073375701904297,
133
+ "v_norm": 75.23284149169922,
134
+ "ip_v_neg_g_hvp": 0.15905997157096863,
135
+ "cos_v_neg_g_hvp": 0.002817404456436634,
136
+ "g_hvp_norm": 0.7504197359085083,
137
+ "ip_v_neg_g_t": 2071.86376953125,
138
+ "cos_v_neg_g_t": 0.02560603618621826,
139
+ "g_t_norm": 1075.50244140625,
140
+ "g_norm": 0.7504197359085083,
141
+ "hv_norm": 0.2943125367164612,
142
+ "cos_v_hv": 0.0010448697721585631,
143
+ "hg_norm": 40.217857360839844,
144
+ "cos_g_hg": 0.8771802186965942,
145
+ "v_parallel_norm": 0.0037995108868926764,
146
+ "v_perp_norm": 75.23284149169922,
147
+ "embed_v_norm": 32.81016540527344,
148
+ "embed_cos_v_neg_g": 0.0629836842417717,
149
+ "value_embed_0_v_norm": 32.42533874511719,
150
+ "value_embed_0_cos_v_neg_g": 0.053847696632146835,
151
+ "value_embed_1_v_norm": 32.7070198059082,
152
+ "value_embed_1_cos_v_neg_g": 0.06319250166416168,
153
+ "value_embed_2_v_norm": 32.7116813659668,
154
+ "value_embed_2_cos_v_neg_g": 0.060712337493896484,
155
+ "layer_1_v_norm": 3.705273389816284,
156
+ "layer_1_cos_v_neg_g": 0.017149822786450386,
157
+ "layer_2_v_norm": 3.747056722640991,
158
+ "layer_2_cos_v_neg_g": 0.0008424748084507883,
159
+ "layer_3_v_norm": 3.7274320125579834,
160
+ "layer_3_cos_v_neg_g": 0.012331989593803883,
161
+ "layer_4_v_norm": 3.7071244716644287,
162
+ "layer_4_cos_v_neg_g": 0.02335425093770027,
163
+ "layer_5_v_norm": 3.712400436401367,
164
+ "layer_5_cos_v_neg_g": 0.019203482195734978,
165
+ "layer_6_v_norm": 3.7304370403289795,
166
+ "layer_6_cos_v_neg_g": 0.02692670002579689,
167
+ "layer_7_v_norm": 3.7049591541290283,
168
+ "layer_7_cos_v_neg_g": 0.01952597126364708,
169
+ "layer_8_v_norm": 3.7253799438476562,
170
+ "layer_8_cos_v_neg_g": 0.02052754908800125,
171
+ "layer_9_v_norm": 3.761613130569458,
172
+ "layer_9_cos_v_neg_g": 0.0253173615783453,
173
+ "layer_10_v_norm": 3.7564282417297363,
174
+ "layer_10_cos_v_neg_g": 0.01805904507637024,
175
+ "layer_11_v_norm": 3.70383358001709,
176
+ "layer_11_cos_v_neg_g": 0.027401069179177284,
177
+ "layer_12_v_norm": 3.8166189193725586,
178
+ "layer_12_cos_v_neg_g": 0.01827165111899376,
179
+ "lm_head_v_norm": 35.00022506713867,
180
+ "lm_head_cos_v_neg_g": 0.0626082643866539,
181
+ "block0_q_v_norm": 1.2517025470733643,
182
+ "block0_q_cos_v_neg_g": 0.054789211601018906,
183
+ "block0_k_v_norm": 1.2518153190612793,
184
+ "block0_k_cos_v_neg_g": 0.05886343866586685,
185
+ "block0_v_v_norm": 1.23600435256958,
186
+ "block0_v_cos_v_neg_g": 0.03926937282085419,
187
+ "block0_o_v_norm": 1.2382447719573975,
188
+ "block0_o_cos_v_neg_g": 0.046859610825777054,
189
+ "block0_mlp_win_v_norm": 2.45457124710083,
190
+ "block0_mlp_win_cos_v_neg_g": 0.061297234147787094,
191
+ "block0_mlp_wout_v_norm": 1.2285207509994507,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.046403102576732635,
193
+ "block3_q_v_norm": 1.1954107284545898,
194
+ "block3_q_cos_v_neg_g": 0.009189782664179802,
195
+ "block3_k_v_norm": 1.220133900642395,
196
+ "block3_k_cos_v_neg_g": 0.021641287952661514,
197
+ "block3_v_v_norm": 1.1651935577392578,
198
+ "block3_v_cos_v_neg_g": 0.013652851805090904,
199
+ "block3_o_v_norm": 1.219801425933838,
200
+ "block3_o_cos_v_neg_g": 0.03561472147703171,
201
+ "block3_mlp_win_v_norm": 2.550452947616577,
202
+ "block3_mlp_win_cos_v_neg_g": 0.0394030399620533,
203
+ "block3_mlp_wout_v_norm": 1.214280605316162,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.058360256254673004,
205
+ "block7_q_v_norm": 1.1722187995910645,
206
+ "block7_q_cos_v_neg_g": 0.03450630232691765,
207
+ "block7_k_v_norm": 1.2135820388793945,
208
+ "block7_k_cos_v_neg_g": 0.042362965643405914,
209
+ "block7_v_v_norm": 1.1879109144210815,
210
+ "block7_v_cos_v_neg_g": 0.02304050140082836,
211
+ "block7_o_v_norm": 1.218125581741333,
212
+ "block7_o_cos_v_neg_g": 0.033934086561203,
213
+ "block7_mlp_win_v_norm": 2.57395076751709,
214
+ "block7_mlp_win_cos_v_neg_g": 0.040635183453559875,
215
+ "block7_mlp_wout_v_norm": 1.2293124198913574,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.06921564787626266,
217
+ "block11_q_v_norm": 1.209112286567688,
218
+ "block11_q_cos_v_neg_g": 0.022459855303168297,
219
+ "block11_k_v_norm": 1.2255369424819946,
220
+ "block11_k_cos_v_neg_g": 0.03103330172598362,
221
+ "block11_v_v_norm": 1.1674672365188599,
222
+ "block11_v_cos_v_neg_g": 0.02054210565984249,
223
+ "block11_o_v_norm": 1.2409940958023071,
224
+ "block11_o_cos_v_neg_g": 0.041998494416475296,
225
+ "block11_mlp_win_v_norm": 2.625230550765991,
226
+ "block11_mlp_win_cos_v_neg_g": 0.032223012298345566,
227
+ "block11_mlp_wout_v_norm": 1.3443081378936768,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04002626985311508,
229
+ "embed_sharpness": 0.00017483292322140187,
230
+ "value_embed_0_sharpness": 2.211204036939307e-05,
231
+ "value_embed_1_sharpness": 6.383252548403107e-05,
232
+ "value_embed_2_sharpness": 0.00018039966380456463,
233
+ "layer_1_sharpness": 0.014301542658358812,
234
+ "layer_2_sharpness": 0.025639803148806095,
235
+ "layer_3_sharpness": 0.007208392024040222,
236
+ "layer_4_sharpness": 0.009117068024352193,
237
+ "layer_5_sharpness": 0.017593398224562407,
238
+ "layer_6_sharpness": 0.009765696711838245,
239
+ "layer_7_sharpness": 0.01822662726044655,
240
+ "layer_8_sharpness": 0.06100672669708729,
241
+ "layer_9_sharpness": 0.0074624845292419195,
242
+ "layer_10_sharpness": 0.009554231772199273,
243
+ "layer_11_sharpness": 0.012845671735703945,
244
+ "layer_12_sharpness": 0.44864751398563385,
245
+ "lm_head_sharpness": 0.0011874925985466689,
246
+ "block0_q_sharpness": 0.0004230218182783574,
247
+ "block0_k_sharpness": 0.0003102415212197229,
248
+ "block0_v_sharpness": 0.00018516346608521417,
249
+ "block0_o_sharpness": 0.00046409096103161573,
250
+ "block0_mlp_win_sharpness": 0.002553342143073678,
251
+ "block0_mlp_wout_sharpness": 0.01599350944161415,
252
+ "block3_q_sharpness": 0.003676993539556861,
253
+ "block3_k_sharpness": 0.0018975827260874212,
254
+ "block3_v_sharpness": 0.00835730996914208,
255
+ "block3_o_sharpness": 0.0019741954165510833,
256
+ "block3_mlp_win_sharpness": 0.00276907067745924,
257
+ "block3_mlp_wout_sharpness": 0.005663963849656284,
258
+ "block7_q_sharpness": 0.049438051879405975,
259
+ "block7_k_sharpness": 0.024701759219169617,
260
+ "block7_v_sharpness": 0.04358780477195978,
261
+ "block7_o_sharpness": 0.0122385174036026,
262
+ "block7_mlp_win_sharpness": 0.004097586264833808,
263
+ "block7_mlp_wout_sharpness": 0.003377827350050211,
264
+ "block11_q_sharpness": 0.024949170649051666,
265
+ "block11_k_sharpness": 0.015918041579425335,
266
+ "block11_v_sharpness": 0.030243289656937122,
267
+ "block11_o_sharpness": 0.061039477586746216,
268
+ "block11_mlp_win_sharpness": 0.1198798231780529,
269
+ "block11_mlp_wout_sharpness": 0.8040120005607605,
270
+ "sum_layer_numerators": 9.20892002785865,
271
+ "block_diag_sharpness": 0.055059249105401394,
272
+ "cross_layer_sharpness": 0.09485206141834701
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_2500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.86477661132812,
3
+ "total_l1_linf_norm": 661533.0625,
4
+ "total_spectral_norm": 73.69367218017578,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.3125,
7
+ "embed_max_spectral_norm": 5.303340435028076,
8
+ "value_embed_0_update_fnorm": 31.625,
9
+ "value_embed_0_max_l1_linf_norm": 13.3125,
10
+ "value_embed_0_max_spectral_norm": 2.9858574867248535,
11
+ "value_embed_1_update_fnorm": 32.25,
12
+ "value_embed_1_max_l1_linf_norm": 13.25,
13
+ "value_embed_1_max_spectral_norm": 3.5998449325561523,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.1875,
16
+ "value_embed_2_max_spectral_norm": 3.0418124198913574,
17
+ "layer_1_update_fnorm": 3.70796275138855,
18
+ "layer_1_max_l1_linf_norm": 1.9460339546203613,
19
+ "layer_1_max_spectral_norm": 0.1137259379029274,
20
+ "layer_2_update_fnorm": 3.7418253421783447,
21
+ "layer_2_max_l1_linf_norm": 1.8617336750030518,
22
+ "layer_2_max_spectral_norm": 0.1203688532114029,
23
+ "layer_3_update_fnorm": 3.720306396484375,
24
+ "layer_3_max_l1_linf_norm": 1.9221584796905518,
25
+ "layer_3_max_spectral_norm": 0.1206165999174118,
26
+ "layer_4_update_fnorm": 3.694978713989258,
27
+ "layer_4_max_l1_linf_norm": 1.9060218334197998,
28
+ "layer_4_max_spectral_norm": 0.12057068943977356,
29
+ "layer_5_update_fnorm": 3.7015085220336914,
30
+ "layer_5_max_l1_linf_norm": 1.8937368392944336,
31
+ "layer_5_max_spectral_norm": 0.12053046375513077,
32
+ "layer_6_update_fnorm": 3.7109339237213135,
33
+ "layer_6_max_l1_linf_norm": 1.9736719131469727,
34
+ "layer_6_max_spectral_norm": 0.12044381350278854,
35
+ "layer_7_update_fnorm": 3.697786808013916,
36
+ "layer_7_max_l1_linf_norm": 1.9148681163787842,
37
+ "layer_7_max_spectral_norm": 0.12038645893335342,
38
+ "layer_8_update_fnorm": 3.720663070678711,
39
+ "layer_8_max_l1_linf_norm": 1.957190752029419,
40
+ "layer_8_max_spectral_norm": 0.12054913491010666,
41
+ "layer_9_update_fnorm": 3.7561228275299072,
42
+ "layer_9_max_l1_linf_norm": 1.9389928579330444,
43
+ "layer_9_max_spectral_norm": 0.12058497965335846,
44
+ "layer_10_update_fnorm": 3.748807668685913,
45
+ "layer_10_max_l1_linf_norm": 1.9848480224609375,
46
+ "layer_10_max_spectral_norm": 0.12056628614664078,
47
+ "layer_11_update_fnorm": 3.703373432159424,
48
+ "layer_11_max_l1_linf_norm": 1.9865401983261108,
49
+ "layer_11_max_spectral_norm": 0.12044113874435425,
50
+ "layer_12_update_fnorm": 3.836885929107666,
51
+ "layer_12_max_l1_linf_norm": 2.2225208282470703,
52
+ "layer_12_max_spectral_norm": 0.12045172601938248,
53
+ "lm_head_update_fnorm": 33.60319900512695,
54
+ "lm_head_max_l1_linf_norm": 14.316971778869629,
55
+ "lm_head_max_spectral_norm": 7.642623424530029,
56
+ "block0_q_update_fnorm": 1.2489737272262573,
57
+ "block0_q_max_l1_linf_norm": 1.0467857122421265,
58
+ "block0_q_max_spectral_norm": 0.06015818938612938,
59
+ "block0_k_update_fnorm": 1.2516156435012817,
60
+ "block0_k_max_l1_linf_norm": 1.0392112731933594,
61
+ "block0_k_max_spectral_norm": 0.06017671525478363,
62
+ "block0_v_update_fnorm": 1.2280750274658203,
63
+ "block0_v_max_l1_linf_norm": 1.0326306819915771,
64
+ "block0_v_max_spectral_norm": 0.06022023782134056,
65
+ "block0_o_update_fnorm": 1.239031195640564,
66
+ "block0_o_max_l1_linf_norm": 1.0336041450500488,
67
+ "block0_o_max_spectral_norm": 0.06020890176296234,
68
+ "block0_mlp_win_update_fnorm": 2.467073678970337,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.7561402320861816,
70
+ "block0_mlp_win_max_spectral_norm": 0.1137259379029274,
71
+ "block0_mlp_wout_update_fnorm": 1.221682071685791,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9460339546203613,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05897808447480202,
74
+ "block3_q_update_fnorm": 1.1981004476547241,
75
+ "block3_q_max_l1_linf_norm": 1.03499436378479,
76
+ "block3_q_max_spectral_norm": 0.06019051373004913,
77
+ "block3_k_update_fnorm": 1.2184149026870728,
78
+ "block3_k_max_l1_linf_norm": 1.036740779876709,
79
+ "block3_k_max_spectral_norm": 0.060203779488801956,
80
+ "block3_v_update_fnorm": 1.1553431749343872,
81
+ "block3_v_max_l1_linf_norm": 1.030718207359314,
82
+ "block3_v_max_spectral_norm": 0.06017662584781647,
83
+ "block3_o_update_fnorm": 1.2181832790374756,
84
+ "block3_o_max_l1_linf_norm": 1.0235118865966797,
85
+ "block3_o_max_spectral_norm": 0.06020954251289368,
86
+ "block3_mlp_win_update_fnorm": 2.5336101055145264,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.9060218334197998,
88
+ "block3_mlp_win_max_spectral_norm": 0.12057068943977356,
89
+ "block3_mlp_wout_update_fnorm": 1.2225972414016724,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.8863214254379272,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05683153122663498,
92
+ "block7_q_update_fnorm": 1.1851975917816162,
93
+ "block7_q_max_l1_linf_norm": 1.0514130592346191,
94
+ "block7_q_max_spectral_norm": 0.06017475575208664,
95
+ "block7_k_update_fnorm": 1.2149016857147217,
96
+ "block7_k_max_l1_linf_norm": 1.0622477531433105,
97
+ "block7_k_max_spectral_norm": 0.0602017417550087,
98
+ "block7_v_update_fnorm": 1.1851989030838013,
99
+ "block7_v_max_l1_linf_norm": 1.0329303741455078,
100
+ "block7_v_max_spectral_norm": 0.06020748242735863,
101
+ "block7_o_update_fnorm": 1.2232356071472168,
102
+ "block7_o_max_l1_linf_norm": 1.01934814453125,
103
+ "block7_o_max_spectral_norm": 0.06020129844546318,
104
+ "block7_mlp_win_update_fnorm": 2.5536091327667236,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.93351411819458,
106
+ "block7_mlp_win_max_spectral_norm": 0.12054913491010666,
107
+ "block7_mlp_wout_update_fnorm": 1.2411866188049316,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.957190752029419,
109
+ "block7_mlp_wout_max_spectral_norm": 0.056906163692474365,
110
+ "block11_q_update_fnorm": 1.2222411632537842,
111
+ "block11_q_max_l1_linf_norm": 1.058184027671814,
112
+ "block11_q_max_spectral_norm": 0.06020446866750717,
113
+ "block11_k_update_fnorm": 1.2284857034683228,
114
+ "block11_k_max_l1_linf_norm": 1.063920259475708,
115
+ "block11_k_max_spectral_norm": 0.06021730229258537,
116
+ "block11_v_update_fnorm": 1.157508134841919,
117
+ "block11_v_max_l1_linf_norm": 1.0381662845611572,
118
+ "block11_v_max_spectral_norm": 0.06017342209815979,
119
+ "block11_o_update_fnorm": 1.2365751266479492,
120
+ "block11_o_max_l1_linf_norm": 1.0414254665374756,
121
+ "block11_o_max_spectral_norm": 0.06023655831813812,
122
+ "block11_mlp_win_update_fnorm": 2.6522927284240723,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7572133541107178,
124
+ "block11_mlp_win_max_spectral_norm": 0.12045172601938248,
125
+ "block11_mlp_wout_update_fnorm": 1.3471599817276,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2225208282470703,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06024176999926567,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.004769082879647613,
130
+ "block_total_sharpness": 0.10796276852488518,
131
+ "v_norm_block": 12.91633129119873,
132
+ "v_T_H_v_block": 18.01160430908203,
133
+ "v_norm": 73.69365692138672,
134
+ "ip_v_neg_g_hvp": 0.15707790851593018,
135
+ "cos_v_neg_g_hvp": 0.007041989825665951,
136
+ "g_hvp_norm": 0.30268409848213196,
137
+ "ip_v_neg_g_t": 1886.949462890625,
138
+ "cos_v_neg_g_t": 0.025009112432599068,
139
+ "g_t_norm": 1023.8395385742188,
140
+ "g_norm": 0.30268409848213196,
141
+ "hv_norm": 0.4117531478404999,
142
+ "cos_v_hv": 0.0005556953838095069,
143
+ "hg_norm": 8.734978675842285,
144
+ "cos_g_hg": 0.6372503042221069,
145
+ "v_parallel_norm": 0.013134097680449486,
146
+ "v_perp_norm": 73.69365692138672,
147
+ "embed_v_norm": 32.38945007324219,
148
+ "embed_cos_v_neg_g": 0.07205623388290405,
149
+ "value_embed_0_v_norm": 31.607051849365234,
150
+ "value_embed_0_cos_v_neg_g": 0.060721173882484436,
151
+ "value_embed_1_v_norm": 32.33771896362305,
152
+ "value_embed_1_cos_v_neg_g": 0.07036683708429337,
153
+ "value_embed_2_v_norm": 32.26359558105469,
154
+ "value_embed_2_cos_v_neg_g": 0.06261710077524185,
155
+ "layer_1_v_norm": 3.70796275138855,
156
+ "layer_1_cos_v_neg_g": 0.01816987246274948,
157
+ "layer_2_v_norm": 3.7418253421783447,
158
+ "layer_2_cos_v_neg_g": 0.005001548212021589,
159
+ "layer_3_v_norm": 3.720306396484375,
160
+ "layer_3_cos_v_neg_g": 0.039710886776447296,
161
+ "layer_4_v_norm": 3.694978713989258,
162
+ "layer_4_cos_v_neg_g": 0.036052532494068146,
163
+ "layer_5_v_norm": 3.7015085220336914,
164
+ "layer_5_cos_v_neg_g": 0.024531016126275063,
165
+ "layer_6_v_norm": 3.7109339237213135,
166
+ "layer_6_cos_v_neg_g": 0.029833385720849037,
167
+ "layer_7_v_norm": 3.697786808013916,
168
+ "layer_7_cos_v_neg_g": 0.02994024008512497,
169
+ "layer_8_v_norm": 3.720663070678711,
170
+ "layer_8_cos_v_neg_g": 0.033914461731910706,
171
+ "layer_9_v_norm": 3.7561228275299072,
172
+ "layer_9_cos_v_neg_g": 0.038614753633737564,
173
+ "layer_10_v_norm": 3.748807668685913,
174
+ "layer_10_cos_v_neg_g": 0.03667425736784935,
175
+ "layer_11_v_norm": 3.703373432159424,
176
+ "layer_11_cos_v_neg_g": 0.0391031876206398,
177
+ "layer_12_v_norm": 3.836886167526245,
178
+ "layer_12_cos_v_neg_g": 0.02421814389526844,
179
+ "lm_head_v_norm": 33.60319900512695,
180
+ "lm_head_cos_v_neg_g": 0.06605520844459534,
181
+ "block0_q_v_norm": 1.2489737272262573,
182
+ "block0_q_cos_v_neg_g": 0.06529553979635239,
183
+ "block0_k_v_norm": 1.2516156435012817,
184
+ "block0_k_cos_v_neg_g": 0.0655054822564125,
185
+ "block0_v_v_norm": 1.2280750274658203,
186
+ "block0_v_cos_v_neg_g": 0.04904481768608093,
187
+ "block0_o_v_norm": 1.239031195640564,
188
+ "block0_o_cos_v_neg_g": 0.05532192066311836,
189
+ "block0_mlp_win_v_norm": 2.467073678970337,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07675731182098389,
191
+ "block0_mlp_wout_v_norm": 1.221682071685791,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06554289907217026,
193
+ "block3_q_v_norm": 1.1981004476547241,
194
+ "block3_q_cos_v_neg_g": 0.0343816801905632,
195
+ "block3_k_v_norm": 1.2184149026870728,
196
+ "block3_k_cos_v_neg_g": 0.043252721428871155,
197
+ "block3_v_v_norm": 1.1553431749343872,
198
+ "block3_v_cos_v_neg_g": 0.023571856319904327,
199
+ "block3_o_v_norm": 1.2181832790374756,
200
+ "block3_o_cos_v_neg_g": 0.04954133927822113,
201
+ "block3_mlp_win_v_norm": 2.5336101055145264,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05327271670103073,
203
+ "block3_mlp_wout_v_norm": 1.2225972414016724,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07602741569280624,
205
+ "block7_q_v_norm": 1.1851975917816162,
206
+ "block7_q_cos_v_neg_g": 0.04173291102051735,
207
+ "block7_k_v_norm": 1.2149016857147217,
208
+ "block7_k_cos_v_neg_g": 0.045224111527204514,
209
+ "block7_v_v_norm": 1.1851989030838013,
210
+ "block7_v_cos_v_neg_g": 0.03447238355875015,
211
+ "block7_o_v_norm": 1.2232356071472168,
212
+ "block7_o_cos_v_neg_g": 0.046033114194869995,
213
+ "block7_mlp_win_v_norm": 2.5536091327667236,
214
+ "block7_mlp_win_cos_v_neg_g": 0.0509113073348999,
215
+ "block7_mlp_wout_v_norm": 1.2411866188049316,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.07848099619150162,
217
+ "block11_q_v_norm": 1.2222411632537842,
218
+ "block11_q_cos_v_neg_g": 0.03237384930253029,
219
+ "block11_k_v_norm": 1.2284857034683228,
220
+ "block11_k_cos_v_neg_g": 0.03788924217224121,
221
+ "block11_v_v_norm": 1.157508134841919,
222
+ "block11_v_cos_v_neg_g": 0.02408859133720398,
223
+ "block11_o_v_norm": 1.2365751266479492,
224
+ "block11_o_cos_v_neg_g": 0.04607127606868744,
225
+ "block11_mlp_win_v_norm": 2.6522927284240723,
226
+ "block11_mlp_win_cos_v_neg_g": 0.03318988159298897,
227
+ "block11_mlp_wout_v_norm": 1.3471599817276,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.040013253688812256,
229
+ "embed_sharpness": 0.00014652329628006555,
230
+ "value_embed_0_sharpness": 2.085860478473478e-05,
231
+ "value_embed_1_sharpness": 7.079963324940763e-05,
232
+ "value_embed_2_sharpness": 0.00014893538536853157,
233
+ "layer_1_sharpness": 0.02546783722937107,
234
+ "layer_2_sharpness": 0.1407405249774456,
235
+ "layer_3_sharpness": 0.008677307981997728,
236
+ "layer_4_sharpness": 0.006705933250486851,
237
+ "layer_5_sharpness": 0.011160374153405428,
238
+ "layer_6_sharpness": 0.0035933341132476926,
239
+ "layer_7_sharpness": 0.005299603915773332,
240
+ "layer_8_sharpness": 0.03037776332348585,
241
+ "layer_9_sharpness": 0.0044035365572199225,
242
+ "layer_10_sharpness": 0.003502669162116945,
243
+ "layer_11_sharpness": 0.0052381830755621195,
244
+ "layer_12_sharpness": 0.2924082577228546,
245
+ "lm_head_sharpness": 0.0009941041062120348,
246
+ "block0_q_sharpness": 0.0003827588661806658,
247
+ "block0_k_sharpness": 0.0003982079360866919,
248
+ "block0_v_sharpness": 0.00023548035824205726,
249
+ "block0_o_sharpness": 0.00035237843985669315,
250
+ "block0_mlp_win_sharpness": 0.0016490542329847813,
251
+ "block0_mlp_wout_sharpness": 0.011075695976614952,
252
+ "block3_q_sharpness": 0.001356215332634747,
253
+ "block3_k_sharpness": 0.0007254290103446692,
254
+ "block3_v_sharpness": 0.004745675367303193,
255
+ "block3_o_sharpness": 0.001458655548049137,
256
+ "block3_mlp_win_sharpness": 0.0019340136204846203,
257
+ "block3_mlp_wout_sharpness": 0.0034552639117464423,
258
+ "block7_q_sharpness": 0.04422322288155556,
259
+ "block7_k_sharpness": 0.008897645864635706,
260
+ "block7_v_sharpness": 0.01882415357977152,
261
+ "block7_o_sharpness": 0.006793190259486437,
262
+ "block7_mlp_win_sharpness": 0.0038958300137892365,
263
+ "block7_mlp_wout_sharpness": 0.0024558501318097115,
264
+ "block11_q_sharpness": 0.012885329313576221,
265
+ "block11_k_sharpness": 0.013054656330496073,
266
+ "block11_v_sharpness": 0.018180134240537882,
267
+ "block11_o_sharpness": 0.055320991203188896,
268
+ "block11_mlp_win_sharpness": 0.04004445020109415,
269
+ "block11_mlp_wout_sharpness": 0.7003528028726578,
270
+ "sum_layer_numerators": 7.715683606769124,
271
+ "block_diag_sharpness": 0.04624833040133022,
272
+ "cross_layer_sharpness": 0.06171443812355495
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_3000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 75.57849884033203,
3
+ "total_l1_linf_norm": 681880.375,
4
+ "total_spectral_norm": 75.56450653076172,
5
+ "embed_update_fnorm": 33.25,
6
+ "embed_max_l1_linf_norm": 13.5625,
7
+ "embed_max_spectral_norm": 5.260855674743652,
8
+ "value_embed_0_update_fnorm": 32.5,
9
+ "value_embed_0_max_l1_linf_norm": 13.5,
10
+ "value_embed_0_max_spectral_norm": 2.7981245517730713,
11
+ "value_embed_1_update_fnorm": 33.0,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 3.5179977416992188,
14
+ "value_embed_2_update_fnorm": 32.75,
15
+ "value_embed_2_max_l1_linf_norm": 13.5625,
16
+ "value_embed_2_max_spectral_norm": 2.9204442501068115,
17
+ "layer_1_update_fnorm": 3.6958577632904053,
18
+ "layer_1_max_l1_linf_norm": 1.9449353218078613,
19
+ "layer_1_max_spectral_norm": 0.11366550624370575,
20
+ "layer_2_update_fnorm": 3.7515506744384766,
21
+ "layer_2_max_l1_linf_norm": 1.8703413009643555,
22
+ "layer_2_max_spectral_norm": 0.1204557791352272,
23
+ "layer_3_update_fnorm": 3.7252886295318604,
24
+ "layer_3_max_l1_linf_norm": 1.9339523315429688,
25
+ "layer_3_max_spectral_norm": 0.1205366775393486,
26
+ "layer_4_update_fnorm": 3.681391716003418,
27
+ "layer_4_max_l1_linf_norm": 1.8944236040115356,
28
+ "layer_4_max_spectral_norm": 0.12055090069770813,
29
+ "layer_5_update_fnorm": 3.6955416202545166,
30
+ "layer_5_max_l1_linf_norm": 1.9101383686065674,
31
+ "layer_5_max_spectral_norm": 0.12045624852180481,
32
+ "layer_6_update_fnorm": 3.7105443477630615,
33
+ "layer_6_max_l1_linf_norm": 1.925871729850769,
34
+ "layer_6_max_spectral_norm": 0.1205083504319191,
35
+ "layer_7_update_fnorm": 3.6938905715942383,
36
+ "layer_7_max_l1_linf_norm": 1.9193059206008911,
37
+ "layer_7_max_spectral_norm": 0.12021161615848541,
38
+ "layer_8_update_fnorm": 3.727447748184204,
39
+ "layer_8_max_l1_linf_norm": 2.04703426361084,
40
+ "layer_8_max_spectral_norm": 0.12057819962501526,
41
+ "layer_9_update_fnorm": 3.7551822662353516,
42
+ "layer_9_max_l1_linf_norm": 1.977662205696106,
43
+ "layer_9_max_spectral_norm": 0.12059803307056427,
44
+ "layer_10_update_fnorm": 3.756645679473877,
45
+ "layer_10_max_l1_linf_norm": 2.014313220977783,
46
+ "layer_10_max_spectral_norm": 0.12066449970006943,
47
+ "layer_11_update_fnorm": 3.704026460647583,
48
+ "layer_11_max_l1_linf_norm": 2.001657485961914,
49
+ "layer_11_max_spectral_norm": 0.12048304826021194,
50
+ "layer_12_update_fnorm": 3.8083038330078125,
51
+ "layer_12_max_l1_linf_norm": 2.2144739627838135,
52
+ "layer_12_max_spectral_norm": 0.120500348508358,
53
+ "lm_head_update_fnorm": 34.54774475097656,
54
+ "lm_head_max_l1_linf_norm": 13.713443756103516,
55
+ "lm_head_max_spectral_norm": 7.812179088592529,
56
+ "block0_q_update_fnorm": 1.2468626499176025,
57
+ "block0_q_max_l1_linf_norm": 1.048338770866394,
58
+ "block0_q_max_spectral_norm": 0.060177046805620193,
59
+ "block0_k_update_fnorm": 1.2455787658691406,
60
+ "block0_k_max_l1_linf_norm": 1.0430786609649658,
61
+ "block0_k_max_spectral_norm": 0.06015045568346977,
62
+ "block0_v_update_fnorm": 1.2336760759353638,
63
+ "block0_v_max_l1_linf_norm": 1.0315914154052734,
64
+ "block0_v_max_spectral_norm": 0.06022752821445465,
65
+ "block0_o_update_fnorm": 1.2410697937011719,
66
+ "block0_o_max_l1_linf_norm": 1.0571167469024658,
67
+ "block0_o_max_spectral_norm": 0.06024977192282677,
68
+ "block0_mlp_win_update_fnorm": 2.449794292449951,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6327552795410156,
70
+ "block0_mlp_win_max_spectral_norm": 0.11366550624370575,
71
+ "block0_mlp_wout_update_fnorm": 1.2203929424285889,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9449353218078613,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05886901915073395,
74
+ "block3_q_update_fnorm": 1.1881077289581299,
75
+ "block3_q_max_l1_linf_norm": 1.0476199388504028,
76
+ "block3_q_max_spectral_norm": 0.06020146980881691,
77
+ "block3_k_update_fnorm": 1.2129780054092407,
78
+ "block3_k_max_l1_linf_norm": 1.0350394248962402,
79
+ "block3_k_max_spectral_norm": 0.060204122215509415,
80
+ "block3_v_update_fnorm": 1.1639432907104492,
81
+ "block3_v_max_l1_linf_norm": 1.0310503244400024,
82
+ "block3_v_max_spectral_norm": 0.06020694971084595,
83
+ "block3_o_update_fnorm": 1.2219218015670776,
84
+ "block3_o_max_l1_linf_norm": 1.0303294658660889,
85
+ "block3_o_max_spectral_norm": 0.060193777084350586,
86
+ "block3_mlp_win_update_fnorm": 2.5150139331817627,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8231253623962402,
88
+ "block3_mlp_win_max_spectral_norm": 0.12055090069770813,
89
+ "block3_mlp_wout_update_fnorm": 1.223242998123169,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.8944236040115356,
91
+ "block3_mlp_wout_max_spectral_norm": 0.056874677538871765,
92
+ "block7_q_update_fnorm": 1.206177830696106,
93
+ "block7_q_max_l1_linf_norm": 1.0705134868621826,
94
+ "block7_q_max_spectral_norm": 0.06020468845963478,
95
+ "block7_k_update_fnorm": 1.219602346420288,
96
+ "block7_k_max_l1_linf_norm": 1.071197748184204,
97
+ "block7_k_max_spectral_norm": 0.060220591723918915,
98
+ "block7_v_update_fnorm": 1.2013094425201416,
99
+ "block7_v_max_l1_linf_norm": 1.038240909576416,
100
+ "block7_v_max_spectral_norm": 0.06020350754261017,
101
+ "block7_o_update_fnorm": 1.227144718170166,
102
+ "block7_o_max_l1_linf_norm": 1.020313024520874,
103
+ "block7_o_max_spectral_norm": 0.06021016463637352,
104
+ "block7_mlp_win_update_fnorm": 2.5430727005004883,
105
+ "block7_mlp_win_max_l1_linf_norm": 2.04703426361084,
106
+ "block7_mlp_win_max_spectral_norm": 0.12057819962501526,
107
+ "block7_mlp_wout_update_fnorm": 1.239011526107788,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.9612257480621338,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05694647133350372,
110
+ "block11_q_update_fnorm": 1.211940050125122,
111
+ "block11_q_max_l1_linf_norm": 1.0497459173202515,
112
+ "block11_q_max_spectral_norm": 0.06019936129450798,
113
+ "block11_k_update_fnorm": 1.2255455255508423,
114
+ "block11_k_max_l1_linf_norm": 1.0746084451675415,
115
+ "block11_k_max_spectral_norm": 0.06018337234854698,
116
+ "block11_v_update_fnorm": 1.1724942922592163,
117
+ "block11_v_max_l1_linf_norm": 1.0320686101913452,
118
+ "block11_v_max_spectral_norm": 0.06019573658704758,
119
+ "block11_o_update_fnorm": 1.2371541261672974,
120
+ "block11_o_max_l1_linf_norm": 1.0434783697128296,
121
+ "block11_o_max_spectral_norm": 0.06020635738968849,
122
+ "block11_mlp_win_update_fnorm": 2.63616943359375,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.585408091545105,
124
+ "block11_mlp_win_max_spectral_norm": 0.120500348508358,
125
+ "block11_mlp_wout_update_fnorm": 1.2951992750167847,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2144739627838135,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06025535985827446,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0028025596984662116,
130
+ "block_total_sharpness": 0.05667203664779663,
131
+ "v_norm_block": 12.905987739562988,
132
+ "v_T_H_v_block": 9.43955111503601,
133
+ "v_norm": 75.56449890136719,
134
+ "ip_v_neg_g_hvp": 0.1512402594089508,
135
+ "cos_v_neg_g_hvp": 0.007869441993534565,
136
+ "g_hvp_norm": 0.2543347179889679,
137
+ "ip_v_neg_g_t": 1975.8956298828125,
138
+ "cos_v_neg_g_t": 0.024854419752955437,
139
+ "g_t_norm": 1052.0650634765625,
140
+ "g_norm": 0.2543347179889679,
141
+ "hv_norm": 0.20776152610778809,
142
+ "cos_v_hv": 0.0006636151811107993,
143
+ "hg_norm": 6.230345249176025,
144
+ "cos_g_hg": 0.707496166229248,
145
+ "v_parallel_norm": 0.017678799107670784,
146
+ "v_perp_norm": 75.56449127197266,
147
+ "embed_v_norm": 33.381649017333984,
148
+ "embed_cos_v_neg_g": 0.06914205849170685,
149
+ "value_embed_0_v_norm": 32.627559661865234,
150
+ "value_embed_0_cos_v_neg_g": 0.059844039380550385,
151
+ "value_embed_1_v_norm": 33.113990783691406,
152
+ "value_embed_1_cos_v_neg_g": 0.06832282245159149,
153
+ "value_embed_2_v_norm": 32.77888870239258,
154
+ "value_embed_2_cos_v_neg_g": 0.06131734326481819,
155
+ "layer_1_v_norm": 3.6958577632904053,
156
+ "layer_1_cos_v_neg_g": 0.018597612157464027,
157
+ "layer_2_v_norm": 3.7515506744384766,
158
+ "layer_2_cos_v_neg_g": 0.004978489130735397,
159
+ "layer_3_v_norm": 3.7252886295318604,
160
+ "layer_3_cos_v_neg_g": 0.038294024765491486,
161
+ "layer_4_v_norm": 3.681391716003418,
162
+ "layer_4_cos_v_neg_g": 0.043914057314395905,
163
+ "layer_5_v_norm": 3.6955416202545166,
164
+ "layer_5_cos_v_neg_g": 0.03547795116901398,
165
+ "layer_6_v_norm": 3.7105443477630615,
166
+ "layer_6_cos_v_neg_g": 0.0433540903031826,
167
+ "layer_7_v_norm": 3.6938905715942383,
168
+ "layer_7_cos_v_neg_g": 0.040574949234724045,
169
+ "layer_8_v_norm": 3.727447509765625,
170
+ "layer_8_cos_v_neg_g": 0.037405770272016525,
171
+ "layer_9_v_norm": 3.7551822662353516,
172
+ "layer_9_cos_v_neg_g": 0.033860690891742706,
173
+ "layer_10_v_norm": 3.756645679473877,
174
+ "layer_10_cos_v_neg_g": 0.023927701637148857,
175
+ "layer_11_v_norm": 3.704026460647583,
176
+ "layer_11_cos_v_neg_g": 0.043715789914131165,
177
+ "layer_12_v_norm": 3.8083038330078125,
178
+ "layer_12_cos_v_neg_g": 0.027958357706665993,
179
+ "lm_head_v_norm": 34.54774475097656,
180
+ "lm_head_cos_v_neg_g": 0.06909149885177612,
181
+ "block0_q_v_norm": 1.2468626499176025,
182
+ "block0_q_cos_v_neg_g": 0.0649445429444313,
183
+ "block0_k_v_norm": 1.2455787658691406,
184
+ "block0_k_cos_v_neg_g": 0.06601550430059433,
185
+ "block0_v_v_norm": 1.2336760759353638,
186
+ "block0_v_cos_v_neg_g": 0.04513967037200928,
187
+ "block0_o_v_norm": 1.2410697937011719,
188
+ "block0_o_cos_v_neg_g": 0.05814959853887558,
189
+ "block0_mlp_win_v_norm": 2.449794292449951,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07386568188667297,
191
+ "block0_mlp_wout_v_norm": 1.2203929424285889,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06227947026491165,
193
+ "block3_q_v_norm": 1.1881077289581299,
194
+ "block3_q_cos_v_neg_g": 0.0352931022644043,
195
+ "block3_k_v_norm": 1.2129780054092407,
196
+ "block3_k_cos_v_neg_g": 0.03938862308859825,
197
+ "block3_v_v_norm": 1.1639432907104492,
198
+ "block3_v_cos_v_neg_g": 0.0278633963316679,
199
+ "block3_o_v_norm": 1.2219218015670776,
200
+ "block3_o_cos_v_neg_g": 0.05041954666376114,
201
+ "block3_mlp_win_v_norm": 2.5150139331817627,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05462835356593132,
203
+ "block3_mlp_wout_v_norm": 1.223242998123169,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07600155472755432,
205
+ "block7_q_v_norm": 1.206177830696106,
206
+ "block7_q_cos_v_neg_g": 0.02870757319033146,
207
+ "block7_k_v_norm": 1.219602346420288,
208
+ "block7_k_cos_v_neg_g": 0.03748409450054169,
209
+ "block7_v_v_norm": 1.2013094425201416,
210
+ "block7_v_cos_v_neg_g": 0.034299544990062714,
211
+ "block7_o_v_norm": 1.227144718170166,
212
+ "block7_o_cos_v_neg_g": 0.04641534388065338,
213
+ "block7_mlp_win_v_norm": 2.5430727005004883,
214
+ "block7_mlp_win_cos_v_neg_g": 0.051669009029865265,
215
+ "block7_mlp_wout_v_norm": 1.239011526107788,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.0795690268278122,
217
+ "block11_q_v_norm": 1.211940050125122,
218
+ "block11_q_cos_v_neg_g": 0.03157755360007286,
219
+ "block11_k_v_norm": 1.2255455255508423,
220
+ "block11_k_cos_v_neg_g": 0.038840219378471375,
221
+ "block11_v_v_norm": 1.1724942922592163,
222
+ "block11_v_cos_v_neg_g": 0.0232725627720356,
223
+ "block11_o_v_norm": 1.2371541261672974,
224
+ "block11_o_cos_v_neg_g": 0.04335286468267441,
225
+ "block11_mlp_win_v_norm": 2.63616943359375,
226
+ "block11_mlp_win_cos_v_neg_g": 0.03157427906990051,
227
+ "block11_mlp_wout_v_norm": 1.2951992750167847,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04619454964995384,
229
+ "embed_sharpness": 0.00013149682490620762,
230
+ "value_embed_0_sharpness": 2.340338414796861e-05,
231
+ "value_embed_1_sharpness": 7.052210821711924e-05,
232
+ "value_embed_2_sharpness": 0.00017927965382114053,
233
+ "layer_1_sharpness": 0.0027625891962088645,
234
+ "layer_2_sharpness": 0.16283779218792915,
235
+ "layer_3_sharpness": 0.002767598780337721,
236
+ "layer_4_sharpness": 0.003992079757153988,
237
+ "layer_5_sharpness": 0.0011448618024587631,
238
+ "layer_6_sharpness": 0.0006666567642241716,
239
+ "layer_7_sharpness": -0.00015740790695417672,
240
+ "layer_8_sharpness": 0.009015257935971022,
241
+ "layer_9_sharpness": 0.0014233505353331566,
242
+ "layer_10_sharpness": 0.00027066669281339273,
243
+ "layer_11_sharpness": 0.0011526761809363961,
244
+ "layer_12_sharpness": 0.10290306061506271,
245
+ "lm_head_sharpness": 0.0012466585321817547,
246
+ "block0_q_sharpness": 0.0003633192682173103,
247
+ "block0_k_sharpness": 0.0004280798602849245,
248
+ "block0_v_sharpness": 0.00010068740448332392,
249
+ "block0_o_sharpness": 0.0004056636826135218,
250
+ "block0_mlp_win_sharpness": 0.001187225425383076,
251
+ "block0_mlp_wout_sharpness": 0.007784306304529309,
252
+ "block3_q_sharpness": 0.004250867874361575,
253
+ "block3_k_sharpness": 0.0013198614469729364,
254
+ "block3_v_sharpness": 0.004303937894292176,
255
+ "block3_o_sharpness": 0.0013085486716590822,
256
+ "block3_mlp_win_sharpness": 0.0020372243598103523,
257
+ "block3_mlp_wout_sharpness": 0.0029671263182535768,
258
+ "block7_q_sharpness": 0.005965551361441612,
259
+ "block7_k_sharpness": 0.0034387833438813686,
260
+ "block7_v_sharpness": 0.013481929432600737,
261
+ "block7_o_sharpness": 0.0032225019531324506,
262
+ "block7_mlp_win_sharpness": 0.0031053777784109116,
263
+ "block7_mlp_wout_sharpness": 0.003150079515762627,
264
+ "block11_q_sharpness": 0.011607982451096177,
265
+ "block11_k_sharpness": 0.010800489457324147,
266
+ "block11_v_sharpness": 0.010718102334067225,
267
+ "block11_o_sharpness": 0.021482687909156084,
268
+ "block11_mlp_win_sharpness": 0.015656983014196157,
269
+ "block11_mlp_wout_sharpness": 0.36145198345184326,
270
+ "sum_layer_numerators": 4.102097122905744,
271
+ "block_diag_sharpness": 0.02462767661677525,
272
+ "cross_layer_sharpness": 0.03204436003102138
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_3500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.69034576416016,
3
+ "total_l1_linf_norm": 661321.75,
4
+ "total_spectral_norm": 73.82705688476562,
5
+ "embed_update_fnorm": 32.75,
6
+ "embed_max_l1_linf_norm": 13.375,
7
+ "embed_max_spectral_norm": 5.0192790031433105,
8
+ "value_embed_0_update_fnorm": 31.75,
9
+ "value_embed_0_max_l1_linf_norm": 13.4375,
10
+ "value_embed_0_max_spectral_norm": 2.6834805011749268,
11
+ "value_embed_1_update_fnorm": 32.5,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 3.3764426708221436,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.375,
16
+ "value_embed_2_max_spectral_norm": 2.8759071826934814,
17
+ "layer_1_update_fnorm": 3.6954526901245117,
18
+ "layer_1_max_l1_linf_norm": 1.941819667816162,
19
+ "layer_1_max_spectral_norm": 0.11364994943141937,
20
+ "layer_2_update_fnorm": 3.7557644844055176,
21
+ "layer_2_max_l1_linf_norm": 1.9931458234786987,
22
+ "layer_2_max_spectral_norm": 0.12040574848651886,
23
+ "layer_3_update_fnorm": 3.72751784324646,
24
+ "layer_3_max_l1_linf_norm": 1.9366037845611572,
25
+ "layer_3_max_spectral_norm": 0.12055178731679916,
26
+ "layer_4_update_fnorm": 3.6707985401153564,
27
+ "layer_4_max_l1_linf_norm": 1.9115217924118042,
28
+ "layer_4_max_spectral_norm": 0.12041227519512177,
29
+ "layer_5_update_fnorm": 3.6904430389404297,
30
+ "layer_5_max_l1_linf_norm": 1.940406322479248,
31
+ "layer_5_max_spectral_norm": 0.12023089826107025,
32
+ "layer_6_update_fnorm": 3.6990959644317627,
33
+ "layer_6_max_l1_linf_norm": 1.922118902206421,
34
+ "layer_6_max_spectral_norm": 0.12034957855939865,
35
+ "layer_7_update_fnorm": 3.687384843826294,
36
+ "layer_7_max_l1_linf_norm": 1.935291051864624,
37
+ "layer_7_max_spectral_norm": 0.11874184012413025,
38
+ "layer_8_update_fnorm": 3.721203327178955,
39
+ "layer_8_max_l1_linf_norm": 1.9611294269561768,
40
+ "layer_8_max_spectral_norm": 0.12054160237312317,
41
+ "layer_9_update_fnorm": 3.747459650039673,
42
+ "layer_9_max_l1_linf_norm": 1.9904321432113647,
43
+ "layer_9_max_spectral_norm": 0.12057008594274521,
44
+ "layer_10_update_fnorm": 3.7838218212127686,
45
+ "layer_10_max_l1_linf_norm": 2.028660535812378,
46
+ "layer_10_max_spectral_norm": 0.12048886716365814,
47
+ "layer_11_update_fnorm": 3.703094959259033,
48
+ "layer_11_max_l1_linf_norm": 2.0053467750549316,
49
+ "layer_11_max_spectral_norm": 0.12047022581100464,
50
+ "layer_12_update_fnorm": 3.8595166206359863,
51
+ "layer_12_max_l1_linf_norm": 2.2271437644958496,
52
+ "layer_12_max_spectral_norm": 0.12044215202331543,
53
+ "lm_head_update_fnorm": 33.21775817871094,
54
+ "lm_head_max_l1_linf_norm": 13.712786674499512,
55
+ "lm_head_max_spectral_norm": 6.946923732757568,
56
+ "block0_q_update_fnorm": 1.2466872930526733,
57
+ "block0_q_max_l1_linf_norm": 1.0391123294830322,
58
+ "block0_q_max_spectral_norm": 0.06017855182290077,
59
+ "block0_k_update_fnorm": 1.2470797300338745,
60
+ "block0_k_max_l1_linf_norm": 1.0427570343017578,
61
+ "block0_k_max_spectral_norm": 0.06017078831791878,
62
+ "block0_v_update_fnorm": 1.2359124422073364,
63
+ "block0_v_max_l1_linf_norm": 1.0342028141021729,
64
+ "block0_v_max_spectral_norm": 0.06021805480122566,
65
+ "block0_o_update_fnorm": 1.2422471046447754,
66
+ "block0_o_max_l1_linf_norm": 1.0385913848876953,
67
+ "block0_o_max_spectral_norm": 0.06021568179130554,
68
+ "block0_mlp_win_update_fnorm": 2.4498002529144287,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6112637519836426,
70
+ "block0_mlp_win_max_spectral_norm": 0.11364994943141937,
71
+ "block0_mlp_wout_update_fnorm": 1.2143429517745972,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.941819667816162,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05745727941393852,
74
+ "block3_q_update_fnorm": 1.1870046854019165,
75
+ "block3_q_max_l1_linf_norm": 1.0445979833602905,
76
+ "block3_q_max_spectral_norm": 0.06018611043691635,
77
+ "block3_k_update_fnorm": 1.2164758443832397,
78
+ "block3_k_max_l1_linf_norm": 1.0580593347549438,
79
+ "block3_k_max_spectral_norm": 0.060194000601768494,
80
+ "block3_v_update_fnorm": 1.1663403511047363,
81
+ "block3_v_max_l1_linf_norm": 1.0522602796554565,
82
+ "block3_v_max_spectral_norm": 0.06018921360373497,
83
+ "block3_o_update_fnorm": 1.2215481996536255,
84
+ "block3_o_max_l1_linf_norm": 1.0311943292617798,
85
+ "block3_o_max_spectral_norm": 0.060187578201293945,
86
+ "block3_mlp_win_update_fnorm": 2.496352434158325,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8484795093536377,
88
+ "block3_mlp_win_max_spectral_norm": 0.12041227519512177,
89
+ "block3_mlp_wout_update_fnorm": 1.2253055572509766,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9115217924118042,
91
+ "block3_mlp_wout_max_spectral_norm": 0.056872449815273285,
92
+ "block7_q_update_fnorm": 1.2121983766555786,
93
+ "block7_q_max_l1_linf_norm": 1.0799212455749512,
94
+ "block7_q_max_spectral_norm": 0.06019757688045502,
95
+ "block7_k_update_fnorm": 1.226950764656067,
96
+ "block7_k_max_l1_linf_norm": 1.086214303970337,
97
+ "block7_k_max_spectral_norm": 0.06020350381731987,
98
+ "block7_v_update_fnorm": 1.200567603111267,
99
+ "block7_v_max_l1_linf_norm": 1.037247657775879,
100
+ "block7_v_max_spectral_norm": 0.06018388271331787,
101
+ "block7_o_update_fnorm": 1.227899193763733,
102
+ "block7_o_max_l1_linf_norm": 1.0396506786346436,
103
+ "block7_o_max_spectral_norm": 0.06018798053264618,
104
+ "block7_mlp_win_update_fnorm": 2.5268774032592773,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.8905576467514038,
106
+ "block7_mlp_win_max_spectral_norm": 0.12054160237312317,
107
+ "block7_mlp_wout_update_fnorm": 1.2402347326278687,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.9611294269561768,
109
+ "block7_mlp_wout_max_spectral_norm": 0.056880634278059006,
110
+ "block11_q_update_fnorm": 1.2035425901412964,
111
+ "block11_q_max_l1_linf_norm": 1.0431666374206543,
112
+ "block11_q_max_spectral_norm": 0.06019041687250137,
113
+ "block11_k_update_fnorm": 1.2245651483535767,
114
+ "block11_k_max_l1_linf_norm": 1.0746116638183594,
115
+ "block11_k_max_spectral_norm": 0.06022348627448082,
116
+ "block11_v_update_fnorm": 1.1742095947265625,
117
+ "block11_v_max_l1_linf_norm": 1.0302143096923828,
118
+ "block11_v_max_spectral_norm": 0.060179151594638824,
119
+ "block11_o_update_fnorm": 1.233932614326477,
120
+ "block11_o_max_l1_linf_norm": 1.0370336771011353,
121
+ "block11_o_max_spectral_norm": 0.060199279338121414,
122
+ "block11_mlp_win_update_fnorm": 2.6838605403900146,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6826567649841309,
124
+ "block11_mlp_win_max_spectral_norm": 0.12044215202331543,
125
+ "block11_mlp_wout_update_fnorm": 1.3575718402862549,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2271437644958496,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06023840606212616,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0033977357670664787,
130
+ "block_total_sharpness": 0.07204888388514519,
131
+ "v_norm_block": 12.916952133178711,
132
+ "v_T_H_v_block": 12.021185874938965,
133
+ "v_norm": 73.8270492553711,
134
+ "ip_v_neg_g_hvp": 0.1318802833557129,
135
+ "cos_v_neg_g_hvp": 0.005976685788482428,
136
+ "g_hvp_norm": 0.29888486862182617,
137
+ "ip_v_neg_g_t": 1747.278076171875,
138
+ "cos_v_neg_g_t": 0.02684604749083519,
139
+ "g_t_norm": 881.5889892578125,
140
+ "g_norm": 0.29888486862182617,
141
+ "hv_norm": 0.2342342883348465,
142
+ "cos_v_hv": 0.0006972097908146679,
143
+ "hg_norm": 9.42971134185791,
144
+ "cos_g_hg": 0.6461721062660217,
145
+ "v_parallel_norm": 0.011776809580624104,
146
+ "v_perp_norm": 73.8270492553711,
147
+ "embed_v_norm": 32.728599548339844,
148
+ "embed_cos_v_neg_g": 0.06178121268749237,
149
+ "value_embed_0_v_norm": 31.725061416625977,
150
+ "value_embed_0_cos_v_neg_g": 0.05515250191092491,
151
+ "value_embed_1_v_norm": 32.60914611816406,
152
+ "value_embed_1_cos_v_neg_g": 0.06230122968554497,
153
+ "value_embed_2_v_norm": 32.23616409301758,
154
+ "value_embed_2_cos_v_neg_g": 0.05601811408996582,
155
+ "layer_1_v_norm": 3.6954526901245117,
156
+ "layer_1_cos_v_neg_g": 0.02958909049630165,
157
+ "layer_2_v_norm": 3.7557644844055176,
158
+ "layer_2_cos_v_neg_g": 0.0031815203838050365,
159
+ "layer_3_v_norm": 3.72751784324646,
160
+ "layer_3_cos_v_neg_g": 0.02703019231557846,
161
+ "layer_4_v_norm": 3.6707985401153564,
162
+ "layer_4_cos_v_neg_g": 0.03724145516753197,
163
+ "layer_5_v_norm": 3.6904430389404297,
164
+ "layer_5_cos_v_neg_g": 0.03705973923206329,
165
+ "layer_6_v_norm": 3.6990959644317627,
166
+ "layer_6_cos_v_neg_g": 0.04361160472035408,
167
+ "layer_7_v_norm": 3.687384843826294,
168
+ "layer_7_cos_v_neg_g": 0.038433562964200974,
169
+ "layer_8_v_norm": 3.721203327178955,
170
+ "layer_8_cos_v_neg_g": 0.03173649683594704,
171
+ "layer_9_v_norm": 3.747459650039673,
172
+ "layer_9_cos_v_neg_g": 0.029802897945046425,
173
+ "layer_10_v_norm": 3.7838218212127686,
174
+ "layer_10_cos_v_neg_g": 0.02033839002251625,
175
+ "layer_11_v_norm": 3.703094959259033,
176
+ "layer_11_cos_v_neg_g": 0.036739423871040344,
177
+ "layer_12_v_norm": 3.8595166206359863,
178
+ "layer_12_cos_v_neg_g": 0.019403668120503426,
179
+ "lm_head_v_norm": 33.21775817871094,
180
+ "lm_head_cos_v_neg_g": 0.0610034354031086,
181
+ "block0_q_v_norm": 1.2466872930526733,
182
+ "block0_q_cos_v_neg_g": 0.0637734904885292,
183
+ "block0_k_v_norm": 1.2470797300338745,
184
+ "block0_k_cos_v_neg_g": 0.06500088423490524,
185
+ "block0_v_v_norm": 1.2359124422073364,
186
+ "block0_v_cos_v_neg_g": 0.044450778514146805,
187
+ "block0_o_v_norm": 1.2422471046447754,
188
+ "block0_o_cos_v_neg_g": 0.05282923951745033,
189
+ "block0_mlp_win_v_norm": 2.4498002529144287,
190
+ "block0_mlp_win_cos_v_neg_g": 0.06708374619483948,
191
+ "block0_mlp_wout_v_norm": 1.2143429517745972,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.061835795640945435,
193
+ "block3_q_v_norm": 1.1870046854019165,
194
+ "block3_q_cos_v_neg_g": 0.02381879836320877,
195
+ "block3_k_v_norm": 1.2164758443832397,
196
+ "block3_k_cos_v_neg_g": 0.03650311753153801,
197
+ "block3_v_v_norm": 1.1663403511047363,
198
+ "block3_v_cos_v_neg_g": 0.020455356687307358,
199
+ "block3_o_v_norm": 1.2215481996536255,
200
+ "block3_o_cos_v_neg_g": 0.047052424401044846,
201
+ "block3_mlp_win_v_norm": 2.496352434158325,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05089663714170456,
203
+ "block3_mlp_wout_v_norm": 1.2253055572509766,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07397518306970596,
205
+ "block7_q_v_norm": 1.2121983766555786,
206
+ "block7_q_cos_v_neg_g": 0.03695857897400856,
207
+ "block7_k_v_norm": 1.226950764656067,
208
+ "block7_k_cos_v_neg_g": 0.04356821998953819,
209
+ "block7_v_v_norm": 1.200567603111267,
210
+ "block7_v_cos_v_neg_g": 0.030865397304296494,
211
+ "block7_o_v_norm": 1.227899193763733,
212
+ "block7_o_cos_v_neg_g": 0.04265343025326729,
213
+ "block7_mlp_win_v_norm": 2.5268774032592773,
214
+ "block7_mlp_win_cos_v_neg_g": 0.05129861831665039,
215
+ "block7_mlp_wout_v_norm": 1.2402347326278687,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.07848509401082993,
217
+ "block11_q_v_norm": 1.2035425901412964,
218
+ "block11_q_cos_v_neg_g": 0.027366722002625465,
219
+ "block11_k_v_norm": 1.2245651483535767,
220
+ "block11_k_cos_v_neg_g": 0.0356820710003376,
221
+ "block11_v_v_norm": 1.1742095947265625,
222
+ "block11_v_cos_v_neg_g": 0.021289991214871407,
223
+ "block11_o_v_norm": 1.233932614326477,
224
+ "block11_o_cos_v_neg_g": 0.04034188389778137,
225
+ "block11_mlp_win_v_norm": 2.6838605403900146,
226
+ "block11_mlp_win_cos_v_neg_g": 0.0290693249553442,
227
+ "block11_mlp_wout_v_norm": 1.3575718402862549,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.0375903956592083,
229
+ "embed_sharpness": 9.802704516914673e-05,
230
+ "value_embed_0_sharpness": 1.601272560947109e-05,
231
+ "value_embed_1_sharpness": 4.761064519698266e-05,
232
+ "value_embed_2_sharpness": 0.00012993072959943675,
233
+ "layer_1_sharpness": 0.003848499502055347,
234
+ "layer_2_sharpness": 0.04768269136548042,
235
+ "layer_3_sharpness": 0.002720169082749635,
236
+ "layer_4_sharpness": 0.006653761491179466,
237
+ "layer_5_sharpness": 0.0011713735002558678,
238
+ "layer_6_sharpness": 0.0007171713514253497,
239
+ "layer_7_sharpness": 0.0015036227996461093,
240
+ "layer_8_sharpness": 0.006024298025295138,
241
+ "layer_9_sharpness": 0.0027955250116065145,
242
+ "layer_10_sharpness": 0.0024540609447285533,
243
+ "layer_11_sharpness": 0.0021273072925396264,
244
+ "layer_12_sharpness": 0.2859419882297516,
245
+ "lm_head_sharpness": 0.001381293375743553,
246
+ "block0_q_sharpness": 0.0002890395844588056,
247
+ "block0_k_sharpness": 0.00038466443947982043,
248
+ "block0_v_sharpness": 0.00010946895417873748,
249
+ "block0_o_sharpness": 0.0002761636715149507,
250
+ "block0_mlp_win_sharpness": 0.0011394652538001537,
251
+ "block0_mlp_wout_sharpness": 0.007088224869221449,
252
+ "block3_q_sharpness": 0.005429084412753582,
253
+ "block3_k_sharpness": 0.001350550213828683,
254
+ "block3_v_sharpness": 0.004405092797242105,
255
+ "block3_o_sharpness": 0.0009832184587139636,
256
+ "block3_mlp_win_sharpness": 0.0014767823740839958,
257
+ "block3_mlp_wout_sharpness": 0.0027661073254421353,
258
+ "block7_q_sharpness": 0.003532310016453266,
259
+ "block7_k_sharpness": 0.003095062798820436,
260
+ "block7_v_sharpness": 0.01360341114923358,
261
+ "block7_o_sharpness": 0.0022600319352932274,
262
+ "block7_mlp_win_sharpness": 0.0018597946618683636,
263
+ "block7_mlp_wout_sharpness": 0.0022904121433384717,
264
+ "block11_q_sharpness": 0.004757168353535235,
265
+ "block11_k_sharpness": 0.00911916559562087,
266
+ "block11_v_sharpness": 0.008583683520555496,
267
+ "block11_o_sharpness": 0.05863310024142265,
268
+ "block11_mlp_win_sharpness": 0.04315472859889269,
269
+ "block11_mlp_wout_sharpness": 0.8553725481033325,
270
+ "sum_layer_numerators": 5.3451623265660455,
271
+ "block_diag_sharpness": 0.03203618540226516,
272
+ "cross_layer_sharpness": 0.04001269848288003
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_4000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.33795166015625,
3
+ "total_l1_linf_norm": 653418.3125,
4
+ "total_spectral_norm": 73.29096984863281,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.4375,
7
+ "embed_max_spectral_norm": 4.965845584869385,
8
+ "value_embed_0_update_fnorm": 31.625,
9
+ "value_embed_0_max_l1_linf_norm": 13.375,
10
+ "value_embed_0_max_spectral_norm": 2.6941165924072266,
11
+ "value_embed_1_update_fnorm": 32.25,
12
+ "value_embed_1_max_l1_linf_norm": 13.375,
13
+ "value_embed_1_max_spectral_norm": 3.3082797527313232,
14
+ "value_embed_2_update_fnorm": 32.0,
15
+ "value_embed_2_max_l1_linf_norm": 13.4375,
16
+ "value_embed_2_max_spectral_norm": 2.8097801208496094,
17
+ "layer_1_update_fnorm": 3.7087161540985107,
18
+ "layer_1_max_l1_linf_norm": 1.9371953010559082,
19
+ "layer_1_max_spectral_norm": 0.11365966498851776,
20
+ "layer_2_update_fnorm": 3.7630863189697266,
21
+ "layer_2_max_l1_linf_norm": 1.9021505117416382,
22
+ "layer_2_max_spectral_norm": 0.12038248032331467,
23
+ "layer_3_update_fnorm": 3.723727226257324,
24
+ "layer_3_max_l1_linf_norm": 1.9638612270355225,
25
+ "layer_3_max_spectral_norm": 0.12058287113904953,
26
+ "layer_4_update_fnorm": 3.678302764892578,
27
+ "layer_4_max_l1_linf_norm": 1.9245514869689941,
28
+ "layer_4_max_spectral_norm": 0.11982906609773636,
29
+ "layer_5_update_fnorm": 3.6849207878112793,
30
+ "layer_5_max_l1_linf_norm": 1.9589381217956543,
31
+ "layer_5_max_spectral_norm": 0.11871787905693054,
32
+ "layer_6_update_fnorm": 3.6922740936279297,
33
+ "layer_6_max_l1_linf_norm": 1.93253493309021,
34
+ "layer_6_max_spectral_norm": 0.11901125311851501,
35
+ "layer_7_update_fnorm": 3.6874845027923584,
36
+ "layer_7_max_l1_linf_norm": 1.9469995498657227,
37
+ "layer_7_max_spectral_norm": 0.11760423332452774,
38
+ "layer_8_update_fnorm": 3.6977734565734863,
39
+ "layer_8_max_l1_linf_norm": 2.001281261444092,
40
+ "layer_8_max_spectral_norm": 0.1197810173034668,
41
+ "layer_9_update_fnorm": 3.7353603839874268,
42
+ "layer_9_max_l1_linf_norm": 1.979657769203186,
43
+ "layer_9_max_spectral_norm": 0.12054100632667542,
44
+ "layer_10_update_fnorm": 3.7494144439697266,
45
+ "layer_10_max_l1_linf_norm": 2.024686813354492,
46
+ "layer_10_max_spectral_norm": 0.12058129161596298,
47
+ "layer_11_update_fnorm": 3.6885433197021484,
48
+ "layer_11_max_l1_linf_norm": 2.030092239379883,
49
+ "layer_11_max_spectral_norm": 0.12019247561693192,
50
+ "layer_12_update_fnorm": 3.7974512577056885,
51
+ "layer_12_max_l1_linf_norm": 2.206723690032959,
52
+ "layer_12_max_spectral_norm": 0.12048831582069397,
53
+ "lm_head_update_fnorm": 32.93367004394531,
54
+ "lm_head_max_l1_linf_norm": 13.730999946594238,
55
+ "lm_head_max_spectral_norm": 6.361250877380371,
56
+ "block0_q_update_fnorm": 1.2481080293655396,
57
+ "block0_q_max_l1_linf_norm": 1.0582572221755981,
58
+ "block0_q_max_spectral_norm": 0.06015817075967789,
59
+ "block0_k_update_fnorm": 1.2514780759811401,
60
+ "block0_k_max_l1_linf_norm": 1.0495505332946777,
61
+ "block0_k_max_spectral_norm": 0.060143012553453445,
62
+ "block0_v_update_fnorm": 1.2370401620864868,
63
+ "block0_v_max_l1_linf_norm": 1.0330870151519775,
64
+ "block0_v_max_spectral_norm": 0.06021028012037277,
65
+ "block0_o_update_fnorm": 1.2429852485656738,
66
+ "block0_o_max_l1_linf_norm": 1.0388784408569336,
67
+ "block0_o_max_spectral_norm": 0.06018966808915138,
68
+ "block0_mlp_win_update_fnorm": 2.4686319828033447,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.678962230682373,
70
+ "block0_mlp_win_max_spectral_norm": 0.11365966498851776,
71
+ "block0_mlp_wout_update_fnorm": 1.2087825536727905,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9371953010559082,
73
+ "block0_mlp_wout_max_spectral_norm": 0.0570061169564724,
74
+ "block3_q_update_fnorm": 1.2050994634628296,
75
+ "block3_q_max_l1_linf_norm": 1.0570683479309082,
76
+ "block3_q_max_spectral_norm": 0.06019175052642822,
77
+ "block3_k_update_fnorm": 1.2230147123336792,
78
+ "block3_k_max_l1_linf_norm": 1.046445608139038,
79
+ "block3_k_max_spectral_norm": 0.060194119811058044,
80
+ "block3_v_update_fnorm": 1.1853859424591064,
81
+ "block3_v_max_l1_linf_norm": 1.0426311492919922,
82
+ "block3_v_max_spectral_norm": 0.060201920568943024,
83
+ "block3_o_update_fnorm": 1.2275471687316895,
84
+ "block3_o_max_l1_linf_norm": 1.03354811668396,
85
+ "block3_o_max_spectral_norm": 0.060189250856637955,
86
+ "block3_mlp_win_update_fnorm": 2.479261636734009,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.7860071659088135,
88
+ "block3_mlp_win_max_spectral_norm": 0.11982906609773636,
89
+ "block3_mlp_wout_update_fnorm": 1.23409903049469,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9245514869689941,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05691491439938545,
92
+ "block7_q_update_fnorm": 1.218810796737671,
93
+ "block7_q_max_l1_linf_norm": 1.0975676774978638,
94
+ "block7_q_max_spectral_norm": 0.060187626630067825,
95
+ "block7_k_update_fnorm": 1.2265793085098267,
96
+ "block7_k_max_l1_linf_norm": 1.0803284645080566,
97
+ "block7_k_max_spectral_norm": 0.06020841747522354,
98
+ "block7_v_update_fnorm": 1.2069504261016846,
99
+ "block7_v_max_l1_linf_norm": 1.0426462888717651,
100
+ "block7_v_max_spectral_norm": 0.06018184870481491,
101
+ "block7_o_update_fnorm": 1.231569528579712,
102
+ "block7_o_max_l1_linf_norm": 1.0327415466308594,
103
+ "block7_o_max_spectral_norm": 0.06021435186266899,
104
+ "block7_mlp_win_update_fnorm": 2.478968381881714,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.8206672668457031,
106
+ "block7_mlp_win_max_spectral_norm": 0.1197810173034668,
107
+ "block7_mlp_wout_update_fnorm": 1.2508459091186523,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.001281261444092,
109
+ "block7_mlp_wout_max_spectral_norm": 0.0570453405380249,
110
+ "block11_q_update_fnorm": 1.2250076532363892,
111
+ "block11_q_max_l1_linf_norm": 1.0715255737304688,
112
+ "block11_q_max_spectral_norm": 0.060197312384843826,
113
+ "block11_k_update_fnorm": 1.2332253456115723,
114
+ "block11_k_max_l1_linf_norm": 1.0683445930480957,
115
+ "block11_k_max_spectral_norm": 0.060195595026016235,
116
+ "block11_v_update_fnorm": 1.1845295429229736,
117
+ "block11_v_max_l1_linf_norm": 1.0286749601364136,
118
+ "block11_v_max_spectral_norm": 0.060203973203897476,
119
+ "block11_o_update_fnorm": 1.236291766166687,
120
+ "block11_o_max_l1_linf_norm": 1.0322118997573853,
121
+ "block11_o_max_spectral_norm": 0.06021508947014809,
122
+ "block11_mlp_win_update_fnorm": 2.608821392059326,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6957744359970093,
124
+ "block11_mlp_win_max_spectral_norm": 0.12048831582069397,
125
+ "block11_mlp_wout_update_fnorm": 1.2889575958251953,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.206723690032959,
127
+ "block11_mlp_wout_max_spectral_norm": 0.060318488627672195,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0030332525493577123,
130
+ "block_total_sharpness": 0.05601941607892513,
131
+ "v_norm_block": 12.87753963470459,
132
+ "v_T_H_v_block": 9.289757251739502,
133
+ "v_norm": 73.29095458984375,
134
+ "ip_v_neg_g_hvp": 0.14896991848945618,
135
+ "cos_v_neg_g_hvp": 0.0066938684321939945,
136
+ "g_hvp_norm": 0.3036484122276306,
137
+ "ip_v_neg_g_t": 1729.7554931640625,
138
+ "cos_v_neg_g_t": 0.022137662395834923,
139
+ "g_t_norm": 1066.111328125,
140
+ "g_norm": 0.3036484122276306,
141
+ "hv_norm": 0.11233551055192947,
142
+ "cos_v_hv": 0.001288399682380259,
143
+ "hg_norm": 7.254775047302246,
144
+ "cos_g_hg": 0.8229759335517883,
145
+ "v_parallel_norm": 0.010664141736924648,
146
+ "v_perp_norm": 73.29095458984375,
147
+ "embed_v_norm": 32.361942291259766,
148
+ "embed_cos_v_neg_g": 0.07632989436388016,
149
+ "value_embed_0_v_norm": 31.613523483276367,
150
+ "value_embed_0_cos_v_neg_g": 0.06574221700429916,
151
+ "value_embed_1_v_norm": 32.3094367980957,
152
+ "value_embed_1_cos_v_neg_g": 0.07441879063844681,
153
+ "value_embed_2_v_norm": 32.10137176513672,
154
+ "value_embed_2_cos_v_neg_g": 0.06590399146080017,
155
+ "layer_1_v_norm": 3.7087161540985107,
156
+ "layer_1_cos_v_neg_g": 0.02203795686364174,
157
+ "layer_2_v_norm": 3.7630863189697266,
158
+ "layer_2_cos_v_neg_g": 0.003326147561892867,
159
+ "layer_3_v_norm": 3.723727226257324,
160
+ "layer_3_cos_v_neg_g": 0.03862915188074112,
161
+ "layer_4_v_norm": 3.678302526473999,
162
+ "layer_4_cos_v_neg_g": 0.04462890326976776,
163
+ "layer_5_v_norm": 3.6849207878112793,
164
+ "layer_5_cos_v_neg_g": 0.04474105313420296,
165
+ "layer_6_v_norm": 3.6922740936279297,
166
+ "layer_6_cos_v_neg_g": 0.045692067593336105,
167
+ "layer_7_v_norm": 3.6874845027923584,
168
+ "layer_7_cos_v_neg_g": 0.03724253922700882,
169
+ "layer_8_v_norm": 3.6977734565734863,
170
+ "layer_8_cos_v_neg_g": 0.03729373589158058,
171
+ "layer_9_v_norm": 3.7353603839874268,
172
+ "layer_9_cos_v_neg_g": 0.0397367887198925,
173
+ "layer_10_v_norm": 3.7494144439697266,
174
+ "layer_10_cos_v_neg_g": 0.02371729351580143,
175
+ "layer_11_v_norm": 3.6885433197021484,
176
+ "layer_11_cos_v_neg_g": 0.04955078288912773,
177
+ "layer_12_v_norm": 3.7974512577056885,
178
+ "layer_12_cos_v_neg_g": 0.027264749631285667,
179
+ "lm_head_v_norm": 32.93367004394531,
180
+ "lm_head_cos_v_neg_g": 0.07208865135908127,
181
+ "block0_q_v_norm": 1.2481080293655396,
182
+ "block0_q_cos_v_neg_g": 0.07272680848836899,
183
+ "block0_k_v_norm": 1.2514780759811401,
184
+ "block0_k_cos_v_neg_g": 0.07399161905050278,
185
+ "block0_v_v_norm": 1.2370401620864868,
186
+ "block0_v_cos_v_neg_g": 0.056584447622299194,
187
+ "block0_o_v_norm": 1.2429852485656738,
188
+ "block0_o_cos_v_neg_g": 0.06577001512050629,
189
+ "block0_mlp_win_v_norm": 2.4686319828033447,
190
+ "block0_mlp_win_cos_v_neg_g": 0.08171461522579193,
191
+ "block0_mlp_wout_v_norm": 1.2087825536727905,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.07174219936132431,
193
+ "block3_q_v_norm": 1.2050994634628296,
194
+ "block3_q_cos_v_neg_g": 0.039422087371349335,
195
+ "block3_k_v_norm": 1.2230147123336792,
196
+ "block3_k_cos_v_neg_g": 0.045978374779224396,
197
+ "block3_v_v_norm": 1.1853859424591064,
198
+ "block3_v_cos_v_neg_g": 0.034628406167030334,
199
+ "block3_o_v_norm": 1.2275471687316895,
200
+ "block3_o_cos_v_neg_g": 0.05341580882668495,
201
+ "block3_mlp_win_v_norm": 2.479261636734009,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05972592532634735,
203
+ "block3_mlp_wout_v_norm": 1.23409903049469,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.0811341255903244,
205
+ "block7_q_v_norm": 1.218810796737671,
206
+ "block7_q_cos_v_neg_g": 0.038070596754550934,
207
+ "block7_k_v_norm": 1.2265793085098267,
208
+ "block7_k_cos_v_neg_g": 0.046603716909885406,
209
+ "block7_v_v_norm": 1.2069504261016846,
210
+ "block7_v_cos_v_neg_g": 0.03867224603891373,
211
+ "block7_o_v_norm": 1.231569528579712,
212
+ "block7_o_cos_v_neg_g": 0.05006221681833267,
213
+ "block7_mlp_win_v_norm": 2.478968381881714,
214
+ "block7_mlp_win_cos_v_neg_g": 0.0559445396065712,
215
+ "block7_mlp_wout_v_norm": 1.2508459091186523,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08178314566612244,
217
+ "block11_q_v_norm": 1.2250076532363892,
218
+ "block11_q_cos_v_neg_g": 0.03430476412177086,
219
+ "block11_k_v_norm": 1.2332253456115723,
220
+ "block11_k_cos_v_neg_g": 0.03964553400874138,
221
+ "block11_v_v_norm": 1.1845295429229736,
222
+ "block11_v_cos_v_neg_g": 0.023786498233675957,
223
+ "block11_o_v_norm": 1.236291766166687,
224
+ "block11_o_cos_v_neg_g": 0.046824861317873,
225
+ "block11_mlp_win_v_norm": 2.608821392059326,
226
+ "block11_mlp_win_cos_v_neg_g": 0.03249053657054901,
227
+ "block11_mlp_wout_v_norm": 1.2889575958251953,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.0486377589404583,
229
+ "embed_sharpness": 0.00012308097939239815,
230
+ "value_embed_0_sharpness": 3.353346255607903e-05,
231
+ "value_embed_1_sharpness": 8.424451152677648e-05,
232
+ "value_embed_2_sharpness": 0.00017677808136795647,
233
+ "layer_1_sharpness": -0.0014992154901847243,
234
+ "layer_2_sharpness": 0.002599889994598925,
235
+ "layer_3_sharpness": 0.0018749959417618811,
236
+ "layer_4_sharpness": 0.0022376199485734105,
237
+ "layer_5_sharpness": 0.0025507648824714124,
238
+ "layer_6_sharpness": 0.0017704977071844041,
239
+ "layer_7_sharpness": 0.0034819627180695534,
240
+ "layer_8_sharpness": 0.01629382325336337,
241
+ "layer_9_sharpness": 0.003939665271900594,
242
+ "layer_10_sharpness": 0.001927596575114876,
243
+ "layer_11_sharpness": 0.00217663828516379,
244
+ "layer_12_sharpness": 0.22935182601213455,
245
+ "lm_head_sharpness": 0.000989985535852611,
246
+ "block0_q_sharpness": 0.0003389065823284909,
247
+ "block0_k_sharpness": 0.00039295663009397686,
248
+ "block0_v_sharpness": 4.699319470091723e-05,
249
+ "block0_o_sharpness": 0.000445489858975634,
250
+ "block0_mlp_win_sharpness": 0.0008309350814670324,
251
+ "block0_mlp_wout_sharpness": 0.004441939643584192,
252
+ "block3_q_sharpness": 0.0006577079911949113,
253
+ "block3_k_sharpness": -4.904841989628039e-05,
254
+ "block3_v_sharpness": 0.0037320622941479087,
255
+ "block3_o_sharpness": 0.001007546583423391,
256
+ "block3_mlp_win_sharpness": 0.0013778091233689338,
257
+ "block3_mlp_wout_sharpness": 0.00254681525984779,
258
+ "block7_q_sharpness": 0.002564130525570363,
259
+ "block7_k_sharpness": 0.0020723138004541397,
260
+ "block7_v_sharpness": 0.014186452142894268,
261
+ "block7_o_sharpness": 0.0025610749726183712,
262
+ "block7_mlp_win_sharpness": 0.0018359647365286946,
263
+ "block7_mlp_wout_sharpness": 0.001989322656299919,
264
+ "block11_q_sharpness": 0.008011623518541455,
265
+ "block11_k_sharpness": 0.00689792912453413,
266
+ "block11_v_sharpness": 0.006722479127347469,
267
+ "block11_o_sharpness": 0.02681473083794117,
268
+ "block11_mlp_win_sharpness": 0.018650778103619814,
269
+ "block11_mlp_wout_sharpness": 1.1502348482608795,
270
+ "sum_layer_numerators": 3.820463693919712,
271
+ "block_diag_sharpness": 0.023038292423529012,
272
+ "cross_layer_sharpness": 0.03298112365539611
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_4500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 72.99848937988281,
3
+ "total_l1_linf_norm": 644032.25,
4
+ "total_spectral_norm": 73.0985107421875,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.4375,
7
+ "embed_max_spectral_norm": 4.767687797546387,
8
+ "value_embed_0_update_fnorm": 31.625,
9
+ "value_embed_0_max_l1_linf_norm": 13.5,
10
+ "value_embed_0_max_spectral_norm": 2.5641236305236816,
11
+ "value_embed_1_update_fnorm": 32.25,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 3.258678913116455,
14
+ "value_embed_2_update_fnorm": 31.875,
15
+ "value_embed_2_max_l1_linf_norm": 13.4375,
16
+ "value_embed_2_max_spectral_norm": 2.682967185974121,
17
+ "layer_1_update_fnorm": 3.7001452445983887,
18
+ "layer_1_max_l1_linf_norm": 1.9445985555648804,
19
+ "layer_1_max_spectral_norm": 0.11368025094270706,
20
+ "layer_2_update_fnorm": 3.75239896774292,
21
+ "layer_2_max_l1_linf_norm": 1.918797492980957,
22
+ "layer_2_max_spectral_norm": 0.12033796310424805,
23
+ "layer_3_update_fnorm": 3.726008415222168,
24
+ "layer_3_max_l1_linf_norm": 1.956019639968872,
25
+ "layer_3_max_spectral_norm": 0.12058258801698685,
26
+ "layer_4_update_fnorm": 3.668916702270508,
27
+ "layer_4_max_l1_linf_norm": 1.9315627813339233,
28
+ "layer_4_max_spectral_norm": 0.1199047639966011,
29
+ "layer_5_update_fnorm": 3.686736822128296,
30
+ "layer_5_max_l1_linf_norm": 1.9548070430755615,
31
+ "layer_5_max_spectral_norm": 0.11975642293691635,
32
+ "layer_6_update_fnorm": 3.691524028778076,
33
+ "layer_6_max_l1_linf_norm": 1.9286476373672485,
34
+ "layer_6_max_spectral_norm": 0.11918675899505615,
35
+ "layer_7_update_fnorm": 3.683290958404541,
36
+ "layer_7_max_l1_linf_norm": 1.969489574432373,
37
+ "layer_7_max_spectral_norm": 0.11636339128017426,
38
+ "layer_8_update_fnorm": 3.693478584289551,
39
+ "layer_8_max_l1_linf_norm": 1.999535322189331,
40
+ "layer_8_max_spectral_norm": 0.11916805058717728,
41
+ "layer_9_update_fnorm": 3.7270703315734863,
42
+ "layer_9_max_l1_linf_norm": 2.0225610733032227,
43
+ "layer_9_max_spectral_norm": 0.12042518705129623,
44
+ "layer_10_update_fnorm": 3.740943193435669,
45
+ "layer_10_max_l1_linf_norm": 2.0300955772399902,
46
+ "layer_10_max_spectral_norm": 0.12053900957107544,
47
+ "layer_11_update_fnorm": 3.686612844467163,
48
+ "layer_11_max_l1_linf_norm": 2.0602831840515137,
49
+ "layer_11_max_spectral_norm": 0.11988228559494019,
50
+ "layer_12_update_fnorm": 3.7758963108062744,
51
+ "layer_12_max_l1_linf_norm": 2.175431489944458,
52
+ "layer_12_max_spectral_norm": 0.12055016309022903,
53
+ "lm_head_update_fnorm": 32.67267990112305,
54
+ "lm_head_max_l1_linf_norm": 13.720966339111328,
55
+ "lm_head_max_spectral_norm": 5.582292556762695,
56
+ "block0_q_update_fnorm": 1.2487879991531372,
57
+ "block0_q_max_l1_linf_norm": 1.0490679740905762,
58
+ "block0_q_max_spectral_norm": 0.06016699597239494,
59
+ "block0_k_update_fnorm": 1.2513983249664307,
60
+ "block0_k_max_l1_linf_norm": 1.0482993125915527,
61
+ "block0_k_max_spectral_norm": 0.060169246047735214,
62
+ "block0_v_update_fnorm": 1.2346522808074951,
63
+ "block0_v_max_l1_linf_norm": 1.0291149616241455,
64
+ "block0_v_max_spectral_norm": 0.06022487208247185,
65
+ "block0_o_update_fnorm": 1.2416470050811768,
66
+ "block0_o_max_l1_linf_norm": 1.0369224548339844,
67
+ "block0_o_max_spectral_norm": 0.060204338282346725,
68
+ "block0_mlp_win_update_fnorm": 2.4580438137054443,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6370837688446045,
70
+ "block0_mlp_win_max_spectral_norm": 0.11368025094270706,
71
+ "block0_mlp_wout_update_fnorm": 1.2072957754135132,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9445985555648804,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05700678750872612,
74
+ "block3_q_update_fnorm": 1.2011566162109375,
75
+ "block3_q_max_l1_linf_norm": 1.0346877574920654,
76
+ "block3_q_max_spectral_norm": 0.060196973383426666,
77
+ "block3_k_update_fnorm": 1.2186617851257324,
78
+ "block3_k_max_l1_linf_norm": 1.0364272594451904,
79
+ "block3_k_max_spectral_norm": 0.060195907950401306,
80
+ "block3_v_update_fnorm": 1.1794904470443726,
81
+ "block3_v_max_l1_linf_norm": 1.0223853588104248,
82
+ "block3_v_max_spectral_norm": 0.0601922944188118,
83
+ "block3_o_update_fnorm": 1.2297624349594116,
84
+ "block3_o_max_l1_linf_norm": 1.0350080728530884,
85
+ "block3_o_max_spectral_norm": 0.06021805852651596,
86
+ "block3_mlp_win_update_fnorm": 2.470980405807495,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.7798445224761963,
88
+ "block3_mlp_win_max_spectral_norm": 0.1199047639966011,
89
+ "block3_mlp_wout_update_fnorm": 1.2343056201934814,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9315627813339233,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05693057179450989,
92
+ "block7_q_update_fnorm": 1.2253303527832031,
93
+ "block7_q_max_l1_linf_norm": 1.0825639963150024,
94
+ "block7_q_max_spectral_norm": 0.06019728258252144,
95
+ "block7_k_update_fnorm": 1.229919672012329,
96
+ "block7_k_max_l1_linf_norm": 1.0784449577331543,
97
+ "block7_k_max_spectral_norm": 0.06018320471048355,
98
+ "block7_v_update_fnorm": 1.2097588777542114,
99
+ "block7_v_max_l1_linf_norm": 1.0339884757995605,
100
+ "block7_v_max_spectral_norm": 0.060207415372133255,
101
+ "block7_o_update_fnorm": 1.2349669933319092,
102
+ "block7_o_max_l1_linf_norm": 1.0326569080352783,
103
+ "block7_o_max_spectral_norm": 0.06020184978842735,
104
+ "block7_mlp_win_update_fnorm": 2.4613077640533447,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.831063151359558,
106
+ "block7_mlp_win_max_spectral_norm": 0.11916805058717728,
107
+ "block7_mlp_wout_update_fnorm": 1.2572966814041138,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.999535322189331,
109
+ "block7_mlp_wout_max_spectral_norm": 0.057068824768066406,
110
+ "block11_q_update_fnorm": 1.2240029573440552,
111
+ "block11_q_max_l1_linf_norm": 1.0547797679901123,
112
+ "block11_q_max_spectral_norm": 0.060214996337890625,
113
+ "block11_k_update_fnorm": 1.230668067932129,
114
+ "block11_k_max_l1_linf_norm": 1.0829315185546875,
115
+ "block11_k_max_spectral_norm": 0.06019569933414459,
116
+ "block11_v_update_fnorm": 1.1945650577545166,
117
+ "block11_v_max_l1_linf_norm": 1.0339391231536865,
118
+ "block11_v_max_spectral_norm": 0.06018867343664169,
119
+ "block11_o_update_fnorm": 1.235936164855957,
120
+ "block11_o_max_l1_linf_norm": 1.0335735082626343,
121
+ "block11_o_max_spectral_norm": 0.06018120050430298,
122
+ "block11_mlp_win_update_fnorm": 2.593255043029785,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6623643636703491,
124
+ "block11_mlp_win_max_spectral_norm": 0.12055016309022903,
125
+ "block11_mlp_wout_update_fnorm": 1.251013994216919,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.175431489944458,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06023284047842026,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0029748331289738417,
130
+ "block_total_sharpness": 0.05697697028517723,
131
+ "v_norm_block": 12.856036186218262,
132
+ "v_T_H_v_block": 9.417020559310913,
133
+ "v_norm": 73.09850311279297,
134
+ "ip_v_neg_g_hvp": 0.14743153750896454,
135
+ "cos_v_neg_g_hvp": 0.0036985562182962894,
136
+ "g_hvp_norm": 0.5453178286552429,
137
+ "ip_v_neg_g_t": 1684.56640625,
138
+ "cos_v_neg_g_t": 0.02992986887693405,
139
+ "g_t_norm": 769.9718627929688,
140
+ "g_norm": 0.5453178286552429,
141
+ "hv_norm": 0.18989147245883942,
142
+ "cos_v_hv": 0.0007455458980984986,
143
+ "hg_norm": 45.315467834472656,
144
+ "cos_g_hg": 0.884330153465271,
145
+ "v_parallel_norm": 0.003936570603400469,
146
+ "v_perp_norm": 73.09850311279297,
147
+ "embed_v_norm": 32.38750457763672,
148
+ "embed_cos_v_neg_g": 0.06353849172592163,
149
+ "value_embed_0_v_norm": 31.64588737487793,
150
+ "value_embed_0_cos_v_neg_g": 0.058245640248060226,
151
+ "value_embed_1_v_norm": 32.233375549316406,
152
+ "value_embed_1_cos_v_neg_g": 0.06771066039800644,
153
+ "value_embed_2_v_norm": 31.95633888244629,
154
+ "value_embed_2_cos_v_neg_g": 0.06216089800000191,
155
+ "layer_1_v_norm": 3.7001452445983887,
156
+ "layer_1_cos_v_neg_g": 0.008931021206080914,
157
+ "layer_2_v_norm": 3.75239896774292,
158
+ "layer_2_cos_v_neg_g": 0.001804841449484229,
159
+ "layer_3_v_norm": 3.726008415222168,
160
+ "layer_3_cos_v_neg_g": 0.02958163060247898,
161
+ "layer_4_v_norm": 3.668916940689087,
162
+ "layer_4_cos_v_neg_g": 0.03617751970887184,
163
+ "layer_5_v_norm": 3.686736822128296,
164
+ "layer_5_cos_v_neg_g": 0.03744100034236908,
165
+ "layer_6_v_norm": 3.691524028778076,
166
+ "layer_6_cos_v_neg_g": 0.04029817506670952,
167
+ "layer_7_v_norm": 3.683290958404541,
168
+ "layer_7_cos_v_neg_g": 0.03794211894273758,
169
+ "layer_8_v_norm": 3.6934783458709717,
170
+ "layer_8_cos_v_neg_g": 0.039043694734573364,
171
+ "layer_9_v_norm": 3.7270703315734863,
172
+ "layer_9_cos_v_neg_g": 0.03400540351867676,
173
+ "layer_10_v_norm": 3.740943193435669,
174
+ "layer_10_cos_v_neg_g": 0.014376161620020866,
175
+ "layer_11_v_norm": 3.686612844467163,
176
+ "layer_11_cos_v_neg_g": 0.04072907194495201,
177
+ "layer_12_v_norm": 3.7758963108062744,
178
+ "layer_12_cos_v_neg_g": 0.023100512102246284,
179
+ "lm_head_v_norm": 32.67267990112305,
180
+ "lm_head_cos_v_neg_g": 0.06255767494440079,
181
+ "block0_q_v_norm": 1.2487879991531372,
182
+ "block0_q_cos_v_neg_g": 0.056527022272348404,
183
+ "block0_k_v_norm": 1.2513983249664307,
184
+ "block0_k_cos_v_neg_g": 0.06326352059841156,
185
+ "block0_v_v_norm": 1.2346522808074951,
186
+ "block0_v_cos_v_neg_g": 0.04572179540991783,
187
+ "block0_o_v_norm": 1.2416470050811768,
188
+ "block0_o_cos_v_neg_g": 0.050907235592603683,
189
+ "block0_mlp_win_v_norm": 2.4580438137054443,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07125447690486908,
191
+ "block0_mlp_wout_v_norm": 1.2072957754135132,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06498176604509354,
193
+ "block3_q_v_norm": 1.2011566162109375,
194
+ "block3_q_cos_v_neg_g": 0.027407122775912285,
195
+ "block3_k_v_norm": 1.2186617851257324,
196
+ "block3_k_cos_v_neg_g": 0.038337282836437225,
197
+ "block3_v_v_norm": 1.1794904470443726,
198
+ "block3_v_cos_v_neg_g": 0.022169802337884903,
199
+ "block3_o_v_norm": 1.2297624349594116,
200
+ "block3_o_cos_v_neg_g": 0.04891616478562355,
201
+ "block3_mlp_win_v_norm": 2.470980405807495,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05648354813456535,
203
+ "block3_mlp_wout_v_norm": 1.2343056201934814,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07611715793609619,
205
+ "block7_q_v_norm": 1.2253303527832031,
206
+ "block7_q_cos_v_neg_g": 0.029270151630043983,
207
+ "block7_k_v_norm": 1.229919672012329,
208
+ "block7_k_cos_v_neg_g": 0.04526401683688164,
209
+ "block7_v_v_norm": 1.2097588777542114,
210
+ "block7_v_cos_v_neg_g": 0.03337937965989113,
211
+ "block7_o_v_norm": 1.2349669933319092,
212
+ "block7_o_cos_v_neg_g": 0.03991198539733887,
213
+ "block7_mlp_win_v_norm": 2.4613077640533447,
214
+ "block7_mlp_win_cos_v_neg_g": 0.050759054720401764,
215
+ "block7_mlp_wout_v_norm": 1.2572966814041138,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.07565904408693314,
217
+ "block11_q_v_norm": 1.2240029573440552,
218
+ "block11_q_cos_v_neg_g": 0.03094995580613613,
219
+ "block11_k_v_norm": 1.230668067932129,
220
+ "block11_k_cos_v_neg_g": 0.03910768777132034,
221
+ "block11_v_v_norm": 1.1945650577545166,
222
+ "block11_v_cos_v_neg_g": 0.01862536557018757,
223
+ "block11_o_v_norm": 1.235936164855957,
224
+ "block11_o_cos_v_neg_g": 0.0382431223988533,
225
+ "block11_mlp_win_v_norm": 2.593255043029785,
226
+ "block11_mlp_win_cos_v_neg_g": 0.0260352473706007,
227
+ "block11_mlp_wout_v_norm": 1.251013994216919,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.039622679352760315,
229
+ "embed_sharpness": 0.00013307765402714722,
230
+ "value_embed_0_sharpness": 2.2138790427561617e-05,
231
+ "value_embed_1_sharpness": 7.677069152123295e-05,
232
+ "value_embed_2_sharpness": 0.0001416354025423061,
233
+ "layer_1_sharpness": 0.0035135974176228046,
234
+ "layer_2_sharpness": 0.008075999328866601,
235
+ "layer_3_sharpness": 0.00851457891985774,
236
+ "layer_4_sharpness": 0.008361863438040018,
237
+ "layer_5_sharpness": 0.0067371774930506945,
238
+ "layer_6_sharpness": 0.009333756985142827,
239
+ "layer_7_sharpness": 0.009879034711048007,
240
+ "layer_8_sharpness": 0.01218776497989893,
241
+ "layer_9_sharpness": 0.0020185898174531758,
242
+ "layer_10_sharpness": 0.0025223076227121055,
243
+ "layer_11_sharpness": 0.0004617039958247915,
244
+ "layer_12_sharpness": 0.058244671672582626,
245
+ "lm_head_sharpness": 0.0008402701641898602,
246
+ "block0_q_sharpness": 0.00016505737585248426,
247
+ "block0_k_sharpness": 0.00018629742407938465,
248
+ "block0_v_sharpness": 0.0001357124638161622,
249
+ "block0_o_sharpness": 0.00027151001268066466,
250
+ "block0_mlp_win_sharpness": 0.0012460153957363218,
251
+ "block0_mlp_wout_sharpness": 0.006317563354969025,
252
+ "block3_q_sharpness": 0.002470912237185985,
253
+ "block3_k_sharpness": 0.0016691599739715457,
254
+ "block3_v_sharpness": 0.0038615578087046742,
255
+ "block3_o_sharpness": 0.0011766201350837946,
256
+ "block3_mlp_win_sharpness": 0.0020461685489863157,
257
+ "block3_mlp_wout_sharpness": 0.002870038733817637,
258
+ "block7_q_sharpness": 0.001576797862071544,
259
+ "block7_k_sharpness": 0.002592826494947076,
260
+ "block7_v_sharpness": 0.016757554840296507,
261
+ "block7_o_sharpness": 0.0027422592393122613,
262
+ "block7_mlp_win_sharpness": 0.003591132117435336,
263
+ "block7_mlp_wout_sharpness": 0.0022042596247047186,
264
+ "block11_q_sharpness": 0.007689409889280796,
265
+ "block11_k_sharpness": 0.017504163086414337,
266
+ "block11_v_sharpness": 0.005432656849734485,
267
+ "block11_o_sharpness": 0.020517499186098576,
268
+ "block11_mlp_win_sharpness": 0.010239613708108664,
269
+ "block11_mlp_wout_sharpness": 0.20215346664190292,
270
+ "sum_layer_numerators": 1.8116724909084116,
271
+ "block_diag_sharpness": 0.010961387162194039,
272
+ "cross_layer_sharpness": 0.04601558312298319
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 75.19097137451172,
3
+ "total_l1_linf_norm": 693955.75,
4
+ "total_spectral_norm": 75.1094741821289,
5
+ "embed_update_fnorm": 31.875,
6
+ "embed_max_l1_linf_norm": 13.5625,
7
+ "embed_max_spectral_norm": 6.900218963623047,
8
+ "value_embed_0_update_fnorm": 32.0,
9
+ "value_embed_0_max_l1_linf_norm": 13.5,
10
+ "value_embed_0_max_spectral_norm": 4.270991325378418,
11
+ "value_embed_1_update_fnorm": 32.5,
12
+ "value_embed_1_max_l1_linf_norm": 13.5625,
13
+ "value_embed_1_max_spectral_norm": 4.632019996643066,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.625,
16
+ "value_embed_2_max_spectral_norm": 4.475792407989502,
17
+ "layer_1_update_fnorm": 3.766425609588623,
18
+ "layer_1_max_l1_linf_norm": 1.9336848258972168,
19
+ "layer_1_max_spectral_norm": 0.11439511179924011,
20
+ "layer_2_update_fnorm": 3.7714834213256836,
21
+ "layer_2_max_l1_linf_norm": 1.9490878582000732,
22
+ "layer_2_max_spectral_norm": 0.12040916830301285,
23
+ "layer_3_update_fnorm": 3.726820707321167,
24
+ "layer_3_max_l1_linf_norm": 1.862034559249878,
25
+ "layer_3_max_spectral_norm": 0.12058978527784348,
26
+ "layer_4_update_fnorm": 3.737841844558716,
27
+ "layer_4_max_l1_linf_norm": 1.9413645267486572,
28
+ "layer_4_max_spectral_norm": 0.12048186361789703,
29
+ "layer_5_update_fnorm": 3.74609637260437,
30
+ "layer_5_max_l1_linf_norm": 1.935052752494812,
31
+ "layer_5_max_spectral_norm": 0.12042202800512314,
32
+ "layer_6_update_fnorm": 3.7549068927764893,
33
+ "layer_6_max_l1_linf_norm": 2.028951644897461,
34
+ "layer_6_max_spectral_norm": 0.1204465851187706,
35
+ "layer_7_update_fnorm": 3.745673418045044,
36
+ "layer_7_max_l1_linf_norm": 2.0014402866363525,
37
+ "layer_7_max_spectral_norm": 0.12045079469680786,
38
+ "layer_8_update_fnorm": 3.783304214477539,
39
+ "layer_8_max_l1_linf_norm": 1.9667261838912964,
40
+ "layer_8_max_spectral_norm": 0.12042395025491714,
41
+ "layer_9_update_fnorm": 3.773176908493042,
42
+ "layer_9_max_l1_linf_norm": 1.939335584640503,
43
+ "layer_9_max_spectral_norm": 0.12041907757520676,
44
+ "layer_10_update_fnorm": 3.750673770904541,
45
+ "layer_10_max_l1_linf_norm": 1.982010841369629,
46
+ "layer_10_max_spectral_norm": 0.12040817737579346,
47
+ "layer_11_update_fnorm": 3.712475299835205,
48
+ "layer_11_max_l1_linf_norm": 1.8827292919158936,
49
+ "layer_11_max_spectral_norm": 0.12051685899496078,
50
+ "layer_12_update_fnorm": 3.788041114807129,
51
+ "layer_12_max_l1_linf_norm": 2.0831189155578613,
52
+ "layer_12_max_spectral_norm": 0.12061387300491333,
53
+ "lm_head_update_fnorm": 36.39368438720703,
54
+ "lm_head_max_l1_linf_norm": 15.561443328857422,
55
+ "lm_head_max_spectral_norm": 14.834875106811523,
56
+ "block0_q_update_fnorm": 1.2591476440429688,
57
+ "block0_q_max_l1_linf_norm": 1.0532629489898682,
58
+ "block0_q_max_spectral_norm": 0.06014960631728172,
59
+ "block0_k_update_fnorm": 1.2566624879837036,
60
+ "block0_k_max_l1_linf_norm": 1.0633177757263184,
61
+ "block0_k_max_spectral_norm": 0.06013331934809685,
62
+ "block0_v_update_fnorm": 1.2451343536376953,
63
+ "block0_v_max_l1_linf_norm": 1.035177230834961,
64
+ "block0_v_max_spectral_norm": 0.06016136705875397,
65
+ "block0_o_update_fnorm": 1.2403674125671387,
66
+ "block0_o_max_l1_linf_norm": 1.0446951389312744,
67
+ "block0_o_max_spectral_norm": 0.060171838849782944,
68
+ "block0_mlp_win_update_fnorm": 2.5395913124084473,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.7565335035324097,
70
+ "block0_mlp_win_max_spectral_norm": 0.11439511179924011,
71
+ "block0_mlp_wout_update_fnorm": 1.2177464962005615,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9336848258972168,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05811883509159088,
74
+ "block3_q_update_fnorm": 1.2127169370651245,
75
+ "block3_q_max_l1_linf_norm": 1.0395140647888184,
76
+ "block3_q_max_spectral_norm": 0.060191649943590164,
77
+ "block3_k_update_fnorm": 1.2274048328399658,
78
+ "block3_k_max_l1_linf_norm": 1.0511752367019653,
79
+ "block3_k_max_spectral_norm": 0.06019233539700508,
80
+ "block3_v_update_fnorm": 1.1943142414093018,
81
+ "block3_v_max_l1_linf_norm": 1.0358624458312988,
82
+ "block3_v_max_spectral_norm": 0.06019484996795654,
83
+ "block3_o_update_fnorm": 1.2149215936660767,
84
+ "block3_o_max_l1_linf_norm": 1.025761365890503,
85
+ "block3_o_max_spectral_norm": 0.060192305594682693,
86
+ "block3_mlp_win_update_fnorm": 2.5691068172454834,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.9413645267486572,
88
+ "block3_mlp_win_max_spectral_norm": 0.12048186361789703,
89
+ "block3_mlp_wout_update_fnorm": 1.2211854457855225,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.8161588907241821,
91
+ "block3_mlp_wout_max_spectral_norm": 0.057059139013290405,
92
+ "block7_q_update_fnorm": 1.2089496850967407,
93
+ "block7_q_max_l1_linf_norm": 1.0405206680297852,
94
+ "block7_q_max_spectral_norm": 0.060189347714185715,
95
+ "block7_k_update_fnorm": 1.2252956628799438,
96
+ "block7_k_max_l1_linf_norm": 1.046935796737671,
97
+ "block7_k_max_spectral_norm": 0.06018733233213425,
98
+ "block7_v_update_fnorm": 1.1884520053863525,
99
+ "block7_v_max_l1_linf_norm": 1.0593072175979614,
100
+ "block7_v_max_spectral_norm": 0.060184430330991745,
101
+ "block7_o_update_fnorm": 1.2073733806610107,
102
+ "block7_o_max_l1_linf_norm": 1.0198709964752197,
103
+ "block7_o_max_spectral_norm": 0.060184165835380554,
104
+ "block7_mlp_win_update_fnorm": 2.643171787261963,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.9667261838912964,
106
+ "block7_mlp_win_max_spectral_norm": 0.12042395025491714,
107
+ "block7_mlp_wout_update_fnorm": 1.2221693992614746,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.7697272300720215,
109
+ "block7_mlp_wout_max_spectral_norm": 0.057031936943531036,
110
+ "block11_q_update_fnorm": 1.23065984249115,
111
+ "block11_q_max_l1_linf_norm": 1.0404589176177979,
112
+ "block11_q_max_spectral_norm": 0.06019777059555054,
113
+ "block11_k_update_fnorm": 1.2373212575912476,
114
+ "block11_k_max_l1_linf_norm": 1.0444040298461914,
115
+ "block11_k_max_spectral_norm": 0.06019162759184837,
116
+ "block11_v_update_fnorm": 1.2099878787994385,
117
+ "block11_v_max_l1_linf_norm": 1.015625238418579,
118
+ "block11_v_max_spectral_norm": 0.06019819155335426,
119
+ "block11_o_update_fnorm": 1.2421308755874634,
120
+ "block11_o_max_l1_linf_norm": 1.0450139045715332,
121
+ "block11_o_max_spectral_norm": 0.06019555404782295,
122
+ "block11_mlp_win_update_fnorm": 2.5394065380096436,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7906177043914795,
124
+ "block11_mlp_win_max_spectral_norm": 0.12061387300491333,
125
+ "block11_mlp_wout_update_fnorm": 1.3592877388000488,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.0831189155578613,
127
+ "block11_mlp_wout_max_spectral_norm": 0.060220442712306976,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.012792770750820637,
130
+ "block_total_sharpness": 0.3288016766309738,
131
+ "v_norm_block": 13.007031440734863,
132
+ "v_T_H_v_block": 55.627607345581055,
133
+ "v_norm": 75.10945892333984,
134
+ "ip_v_neg_g_hvp": 0.21207477152347565,
135
+ "cos_v_neg_g_hvp": 0.006591231096535921,
136
+ "g_hvp_norm": 0.4283786416053772,
137
+ "ip_v_neg_g_t": 2823.14501953125,
138
+ "cos_v_neg_g_t": 0.028139302507042885,
139
+ "g_t_norm": 1335.7501220703125,
140
+ "g_norm": 0.4283786416053772,
141
+ "hv_norm": 0.3601240813732147,
142
+ "cos_v_hv": 0.001737064216285944,
143
+ "hg_norm": 2.2065789699554443,
144
+ "cos_g_hg": 0.7324260473251343,
145
+ "v_parallel_norm": 0.015682652592658997,
146
+ "v_perp_norm": 75.10945129394531,
147
+ "embed_v_norm": 31.893245697021484,
148
+ "embed_cos_v_neg_g": 0.05463670194149017,
149
+ "value_embed_0_v_norm": 32.067604064941406,
150
+ "value_embed_0_cos_v_neg_g": 0.03639319911599159,
151
+ "value_embed_1_v_norm": 32.45210647583008,
152
+ "value_embed_1_cos_v_neg_g": 0.04778332635760307,
153
+ "value_embed_2_v_norm": 32.38981246948242,
154
+ "value_embed_2_cos_v_neg_g": 0.05444486066699028,
155
+ "layer_1_v_norm": 3.766425609588623,
156
+ "layer_1_cos_v_neg_g": 0.02706308662891388,
157
+ "layer_2_v_norm": 3.7714834213256836,
158
+ "layer_2_cos_v_neg_g": 0.010308610275387764,
159
+ "layer_3_v_norm": 3.726820707321167,
160
+ "layer_3_cos_v_neg_g": 0.03303620591759682,
161
+ "layer_4_v_norm": 3.737841844558716,
162
+ "layer_4_cos_v_neg_g": 0.025634363293647766,
163
+ "layer_5_v_norm": 3.74609637260437,
164
+ "layer_5_cos_v_neg_g": 0.020405689254403114,
165
+ "layer_6_v_norm": 3.7549068927764893,
166
+ "layer_6_cos_v_neg_g": 0.020492684096097946,
167
+ "layer_7_v_norm": 3.745673418045044,
168
+ "layer_7_cos_v_neg_g": 0.016538837924599648,
169
+ "layer_8_v_norm": 3.783304452896118,
170
+ "layer_8_cos_v_neg_g": 0.018813887611031532,
171
+ "layer_9_v_norm": 3.773176908493042,
172
+ "layer_9_cos_v_neg_g": 0.016508571803569794,
173
+ "layer_10_v_norm": 3.750673770904541,
174
+ "layer_10_cos_v_neg_g": 0.015965508297085762,
175
+ "layer_11_v_norm": 3.712475299835205,
176
+ "layer_11_cos_v_neg_g": 0.02521839551627636,
177
+ "layer_12_v_norm": 3.788041114807129,
178
+ "layer_12_cos_v_neg_g": 0.03226560726761818,
179
+ "lm_head_v_norm": 36.39368438720703,
180
+ "lm_head_cos_v_neg_g": 0.05858290195465088,
181
+ "block0_q_v_norm": 1.2591476440429688,
182
+ "block0_q_cos_v_neg_g": 0.03319786116480827,
183
+ "block0_k_v_norm": 1.2566624879837036,
184
+ "block0_k_cos_v_neg_g": 0.03306083008646965,
185
+ "block0_v_v_norm": 1.2451343536376953,
186
+ "block0_v_cos_v_neg_g": 0.024697689339518547,
187
+ "block0_o_v_norm": 1.2403674125671387,
188
+ "block0_o_cos_v_neg_g": 0.026281459257006645,
189
+ "block0_mlp_win_v_norm": 2.5395913124084473,
190
+ "block0_mlp_win_cos_v_neg_g": 0.0607605017721653,
191
+ "block0_mlp_wout_v_norm": 1.2177464962005615,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.04396520555019379,
193
+ "block3_q_v_norm": 1.2127169370651245,
194
+ "block3_q_cos_v_neg_g": 0.017741380259394646,
195
+ "block3_k_v_norm": 1.2274048328399658,
196
+ "block3_k_cos_v_neg_g": 0.02287261188030243,
197
+ "block3_v_v_norm": 1.1943142414093018,
198
+ "block3_v_cos_v_neg_g": 0.014906102791428566,
199
+ "block3_o_v_norm": 1.2149215936660767,
200
+ "block3_o_cos_v_neg_g": 0.02770935371518135,
201
+ "block3_mlp_win_v_norm": 2.5691068172454834,
202
+ "block3_mlp_win_cos_v_neg_g": 0.039222631603479385,
203
+ "block3_mlp_wout_v_norm": 1.2211854457855225,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.0512365959584713,
205
+ "block7_q_v_norm": 1.2089496850967407,
206
+ "block7_q_cos_v_neg_g": 0.01822240836918354,
207
+ "block7_k_v_norm": 1.2252956628799438,
208
+ "block7_k_cos_v_neg_g": 0.025945961475372314,
209
+ "block7_v_v_norm": 1.1884520053863525,
210
+ "block7_v_cos_v_neg_g": 0.018776079639792442,
211
+ "block7_o_v_norm": 1.2073733806610107,
212
+ "block7_o_cos_v_neg_g": 0.028250258415937424,
213
+ "block7_mlp_win_v_norm": 2.643171787261963,
214
+ "block7_mlp_win_cos_v_neg_g": 0.0369778573513031,
215
+ "block7_mlp_wout_v_norm": 1.2221693992614746,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.06006404012441635,
217
+ "block11_q_v_norm": 1.23065984249115,
218
+ "block11_q_cos_v_neg_g": 0.024880411103367805,
219
+ "block11_k_v_norm": 1.2373212575912476,
220
+ "block11_k_cos_v_neg_g": 0.034784093499183655,
221
+ "block11_v_v_norm": 1.2099878787994385,
222
+ "block11_v_cos_v_neg_g": 0.026869166642427444,
223
+ "block11_o_v_norm": 1.2421308755874634,
224
+ "block11_o_cos_v_neg_g": 0.04260293021798134,
225
+ "block11_mlp_win_v_norm": 2.5394065380096436,
226
+ "block11_mlp_win_cos_v_neg_g": 0.04873276129364967,
227
+ "block11_mlp_wout_v_norm": 1.3592877388000488,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04764876142144203,
229
+ "embed_sharpness": 0.00048004172276705503,
230
+ "value_embed_0_sharpness": 2.929448692157166e-05,
231
+ "value_embed_1_sharpness": 9.91825909295585e-05,
232
+ "value_embed_2_sharpness": 0.00011538729813764803,
233
+ "layer_1_sharpness": 0.030849049799144268,
234
+ "layer_2_sharpness": 0.029581228271126747,
235
+ "layer_3_sharpness": 0.04478362575173378,
236
+ "layer_4_sharpness": 0.0243699224665761,
237
+ "layer_5_sharpness": 0.010776191018521786,
238
+ "layer_6_sharpness": 0.015762529335916042,
239
+ "layer_7_sharpness": 0.044312188401818275,
240
+ "layer_8_sharpness": 0.024662185460329056,
241
+ "layer_9_sharpness": 0.02534375712275505,
242
+ "layer_10_sharpness": 0.06501327641308308,
243
+ "layer_11_sharpness": 0.06704416684806347,
244
+ "layer_12_sharpness": 0.5553128868341446,
245
+ "lm_head_sharpness": 0.0019138689385727048,
246
+ "block0_q_sharpness": 0.0015796931111253798,
247
+ "block0_k_sharpness": 0.0011869776353705674,
248
+ "block0_v_sharpness": 0.00010196170478593558,
249
+ "block0_o_sharpness": 0.00035927938733948395,
250
+ "block0_mlp_win_sharpness": 0.0179749159142375,
251
+ "block0_mlp_wout_sharpness": 0.10187241062521935,
252
+ "block3_q_sharpness": 0.010623882059007883,
253
+ "block3_k_sharpness": 0.007769020507112145,
254
+ "block3_v_sharpness": 0.028482936322689056,
255
+ "block3_o_sharpness": 0.013492174912244081,
256
+ "block3_mlp_win_sharpness": 0.008552246494218707,
257
+ "block3_mlp_wout_sharpness": 0.014750446658581495,
258
+ "block7_q_sharpness": 0.009835961507633328,
259
+ "block7_k_sharpness": 0.005759729887358844,
260
+ "block7_v_sharpness": 0.03718299139291048,
261
+ "block7_o_sharpness": 0.007959692738950253,
262
+ "block7_mlp_win_sharpness": 0.0045793026220053434,
263
+ "block7_mlp_wout_sharpness": 0.0038602156564593315,
264
+ "block11_q_sharpness": 0.012829937506467104,
265
+ "block11_k_sharpness": 0.014686822425574064,
266
+ "block11_v_sharpness": 0.02157636685296893,
267
+ "block11_o_sharpness": 0.021261634770780802,
268
+ "block11_mlp_win_sharpness": 0.24507538229227066,
269
+ "block11_mlp_wout_sharpness": 0.610419362783432,
270
+ "sum_layer_numerators": 13.336804043898457,
271
+ "block_diag_sharpness": 0.07883070128939604,
272
+ "cross_layer_sharpness": 0.2499709753415778
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_5000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 72.42092895507812,
3
+ "total_l1_linf_norm": 641588.0625,
4
+ "total_spectral_norm": 72.56342315673828,
5
+ "embed_update_fnorm": 32.0,
6
+ "embed_max_l1_linf_norm": 14.1875,
7
+ "embed_max_spectral_norm": 4.537698268890381,
8
+ "value_embed_0_update_fnorm": 31.25,
9
+ "value_embed_0_max_l1_linf_norm": 13.4375,
10
+ "value_embed_0_max_spectral_norm": 2.4556901454925537,
11
+ "value_embed_1_update_fnorm": 31.875,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 3.1055004596710205,
14
+ "value_embed_2_update_fnorm": 31.75,
15
+ "value_embed_2_max_l1_linf_norm": 13.5625,
16
+ "value_embed_2_max_spectral_norm": 2.611938238143921,
17
+ "layer_1_update_fnorm": 3.6958508491516113,
18
+ "layer_1_max_l1_linf_norm": 1.937577724456787,
19
+ "layer_1_max_spectral_norm": 0.1136850044131279,
20
+ "layer_2_update_fnorm": 3.75248646736145,
21
+ "layer_2_max_l1_linf_norm": 1.9415385723114014,
22
+ "layer_2_max_spectral_norm": 0.1203974112868309,
23
+ "layer_3_update_fnorm": 3.72214674949646,
24
+ "layer_3_max_l1_linf_norm": 1.974458932876587,
25
+ "layer_3_max_spectral_norm": 0.12056701630353928,
26
+ "layer_4_update_fnorm": 3.6601650714874268,
27
+ "layer_4_max_l1_linf_norm": 1.9492818117141724,
28
+ "layer_4_max_spectral_norm": 0.11921480298042297,
29
+ "layer_5_update_fnorm": 3.680504083633423,
30
+ "layer_5_max_l1_linf_norm": 1.9446585178375244,
31
+ "layer_5_max_spectral_norm": 0.1189127191901207,
32
+ "layer_6_update_fnorm": 3.6836767196655273,
33
+ "layer_6_max_l1_linf_norm": 1.950217366218567,
34
+ "layer_6_max_spectral_norm": 0.11885696649551392,
35
+ "layer_7_update_fnorm": 3.679811716079712,
36
+ "layer_7_max_l1_linf_norm": 1.9655319452285767,
37
+ "layer_7_max_spectral_norm": 0.11675403267145157,
38
+ "layer_8_update_fnorm": 3.684864044189453,
39
+ "layer_8_max_l1_linf_norm": 2.014845848083496,
40
+ "layer_8_max_spectral_norm": 0.11930257827043533,
41
+ "layer_9_update_fnorm": 3.728292226791382,
42
+ "layer_9_max_l1_linf_norm": 2.008634090423584,
43
+ "layer_9_max_spectral_norm": 0.12042776495218277,
44
+ "layer_10_update_fnorm": 3.745640277862549,
45
+ "layer_10_max_l1_linf_norm": 2.0522799491882324,
46
+ "layer_10_max_spectral_norm": 0.1205892264842987,
47
+ "layer_11_update_fnorm": 3.6992876529693604,
48
+ "layer_11_max_l1_linf_norm": 2.0426087379455566,
49
+ "layer_11_max_spectral_norm": 0.1204158216714859,
50
+ "layer_12_update_fnorm": 3.8451993465423584,
51
+ "layer_12_max_l1_linf_norm": 2.2667689323425293,
52
+ "layer_12_max_spectral_norm": 0.12042602151632309,
53
+ "lm_head_update_fnorm": 32.606224060058594,
54
+ "lm_head_max_l1_linf_norm": 16.446517944335938,
55
+ "lm_head_max_spectral_norm": 6.1041741371154785,
56
+ "block0_q_update_fnorm": 1.2488641738891602,
57
+ "block0_q_max_l1_linf_norm": 1.0472356081008911,
58
+ "block0_q_max_spectral_norm": 0.06016761437058449,
59
+ "block0_k_update_fnorm": 1.249764323234558,
60
+ "block0_k_max_l1_linf_norm": 1.048241376876831,
61
+ "block0_k_max_spectral_norm": 0.060176603496074677,
62
+ "block0_v_update_fnorm": 1.235695719718933,
63
+ "block0_v_max_l1_linf_norm": 1.0336672067642212,
64
+ "block0_v_max_spectral_norm": 0.06019538640975952,
65
+ "block0_o_update_fnorm": 1.2437007427215576,
66
+ "block0_o_max_l1_linf_norm": 1.039587378501892,
67
+ "block0_o_max_spectral_norm": 0.060215312987565994,
68
+ "block0_mlp_win_update_fnorm": 2.450246810913086,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6192224025726318,
70
+ "block0_mlp_win_max_spectral_norm": 0.1136850044131279,
71
+ "block0_mlp_wout_update_fnorm": 1.2083075046539307,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.937577724456787,
73
+ "block0_mlp_wout_max_spectral_norm": 0.057024162262678146,
74
+ "block3_q_update_fnorm": 1.2001203298568726,
75
+ "block3_q_max_l1_linf_norm": 1.0444239377975464,
76
+ "block3_q_max_spectral_norm": 0.06017814576625824,
77
+ "block3_k_update_fnorm": 1.220254898071289,
78
+ "block3_k_max_l1_linf_norm": 1.0536282062530518,
79
+ "block3_k_max_spectral_norm": 0.06021488830447197,
80
+ "block3_v_update_fnorm": 1.1750240325927734,
81
+ "block3_v_max_l1_linf_norm": 1.0371620655059814,
82
+ "block3_v_max_spectral_norm": 0.06019572168588638,
83
+ "block3_o_update_fnorm": 1.2299376726150513,
84
+ "block3_o_max_l1_linf_norm": 1.033961296081543,
85
+ "block3_o_max_spectral_norm": 0.06021013483405113,
86
+ "block3_mlp_win_update_fnorm": 2.460447072982788,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8269816637039185,
88
+ "block3_mlp_win_max_spectral_norm": 0.11921480298042297,
89
+ "block3_mlp_wout_update_fnorm": 1.2329727411270142,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9492818117141724,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05689151957631111,
92
+ "block7_q_update_fnorm": 1.2152860164642334,
93
+ "block7_q_max_l1_linf_norm": 1.0709303617477417,
94
+ "block7_q_max_spectral_norm": 0.060194481164216995,
95
+ "block7_k_update_fnorm": 1.2254804372787476,
96
+ "block7_k_max_l1_linf_norm": 1.0779845714569092,
97
+ "block7_k_max_spectral_norm": 0.06019175797700882,
98
+ "block7_v_update_fnorm": 1.2063255310058594,
99
+ "block7_v_max_l1_linf_norm": 1.051840901374817,
100
+ "block7_v_max_spectral_norm": 0.06018375605344772,
101
+ "block7_o_update_fnorm": 1.232523798942566,
102
+ "block7_o_max_l1_linf_norm": 1.0418851375579834,
103
+ "block7_o_max_spectral_norm": 0.060199957340955734,
104
+ "block7_mlp_win_update_fnorm": 2.461942672729492,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.803009033203125,
106
+ "block7_mlp_win_max_spectral_norm": 0.11930257827043533,
107
+ "block7_mlp_wout_update_fnorm": 1.2505035400390625,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.014845848083496,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05701904743909836,
110
+ "block11_q_update_fnorm": 1.2223573923110962,
111
+ "block11_q_max_l1_linf_norm": 1.062288522720337,
112
+ "block11_q_max_spectral_norm": 0.06020106375217438,
113
+ "block11_k_update_fnorm": 1.2315897941589355,
114
+ "block11_k_max_l1_linf_norm": 1.0895198583602905,
115
+ "block11_k_max_spectral_norm": 0.060202572494745255,
116
+ "block11_v_update_fnorm": 1.1719180345535278,
117
+ "block11_v_max_l1_linf_norm": 1.0309734344482422,
118
+ "block11_v_max_spectral_norm": 0.060179535299539566,
119
+ "block11_o_update_fnorm": 1.229956865310669,
120
+ "block11_o_max_l1_linf_norm": 1.0295507907867432,
121
+ "block11_o_max_spectral_norm": 0.06021461635828018,
122
+ "block11_mlp_win_update_fnorm": 2.6773858070373535,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6530699729919434,
124
+ "block11_mlp_win_max_spectral_norm": 0.12042602151632309,
125
+ "block11_mlp_wout_update_fnorm": 1.3114380836486816,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2667689323425293,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06023309379816055,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.003468163311481476,
130
+ "block_total_sharpness": 0.05617111176252365,
131
+ "v_norm_block": 12.869603157043457,
132
+ "v_T_H_v_block": 9.303435802459717,
133
+ "v_norm": 72.56341552734375,
134
+ "ip_v_neg_g_hvp": 0.1444525271654129,
135
+ "cos_v_neg_g_hvp": 0.0050778137519955635,
136
+ "g_hvp_norm": 0.3920402526855469,
137
+ "ip_v_neg_g_t": 1706.037841796875,
138
+ "cos_v_neg_g_t": 0.027549458667635918,
139
+ "g_t_norm": 853.4102783203125,
140
+ "g_norm": 0.3920402526855469,
141
+ "hv_norm": 0.09136540442705154,
142
+ "cos_v_hv": 0.0017932640621438622,
143
+ "hg_norm": 9.641457557678223,
144
+ "cos_g_hg": 0.7780340909957886,
145
+ "v_parallel_norm": 0.00865916907787323,
146
+ "v_perp_norm": 72.56341552734375,
147
+ "embed_v_norm": 32.04662322998047,
148
+ "embed_cos_v_neg_g": 0.0670318603515625,
149
+ "value_embed_0_v_norm": 31.28203582763672,
150
+ "value_embed_0_cos_v_neg_g": 0.05462576821446419,
151
+ "value_embed_1_v_norm": 31.894411087036133,
152
+ "value_embed_1_cos_v_neg_g": 0.06410662829875946,
153
+ "value_embed_2_v_norm": 31.841049194335938,
154
+ "value_embed_2_cos_v_neg_g": 0.05817093700170517,
155
+ "layer_1_v_norm": 3.6958508491516113,
156
+ "layer_1_cos_v_neg_g": 0.011257284320890903,
157
+ "layer_2_v_norm": 3.75248646736145,
158
+ "layer_2_cos_v_neg_g": 0.002935245167464018,
159
+ "layer_3_v_norm": 3.72214674949646,
160
+ "layer_3_cos_v_neg_g": 0.042383015155792236,
161
+ "layer_4_v_norm": 3.6601650714874268,
162
+ "layer_4_cos_v_neg_g": 0.043146248906850815,
163
+ "layer_5_v_norm": 3.680504083633423,
164
+ "layer_5_cos_v_neg_g": 0.03950909152626991,
165
+ "layer_6_v_norm": 3.6836767196655273,
166
+ "layer_6_cos_v_neg_g": 0.04929489642381668,
167
+ "layer_7_v_norm": 3.679811716079712,
168
+ "layer_7_cos_v_neg_g": 0.038274772465229034,
169
+ "layer_8_v_norm": 3.684864044189453,
170
+ "layer_8_cos_v_neg_g": 0.032968804240226746,
171
+ "layer_9_v_norm": 3.728292226791382,
172
+ "layer_9_cos_v_neg_g": 0.02829013392329216,
173
+ "layer_10_v_norm": 3.745640277862549,
174
+ "layer_10_cos_v_neg_g": 0.01407832745462656,
175
+ "layer_11_v_norm": 3.6992876529693604,
176
+ "layer_11_cos_v_neg_g": 0.037285421043634415,
177
+ "layer_12_v_norm": 3.8451993465423584,
178
+ "layer_12_cos_v_neg_g": 0.021684424951672554,
179
+ "lm_head_v_norm": 32.606224060058594,
180
+ "lm_head_cos_v_neg_g": 0.06383674591779709,
181
+ "block0_q_v_norm": 1.2488641738891602,
182
+ "block0_q_cos_v_neg_g": 0.06333310902118683,
183
+ "block0_k_v_norm": 1.249764323234558,
184
+ "block0_k_cos_v_neg_g": 0.06458620727062225,
185
+ "block0_v_v_norm": 1.235695719718933,
186
+ "block0_v_cos_v_neg_g": 0.04560663178563118,
187
+ "block0_o_v_norm": 1.2437007427215576,
188
+ "block0_o_cos_v_neg_g": 0.05847543105483055,
189
+ "block0_mlp_win_v_norm": 2.450246810913086,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07926943153142929,
191
+ "block0_mlp_wout_v_norm": 1.2083075046539307,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.07151104509830475,
193
+ "block3_q_v_norm": 1.2001203298568726,
194
+ "block3_q_cos_v_neg_g": 0.030563997104763985,
195
+ "block3_k_v_norm": 1.220254898071289,
196
+ "block3_k_cos_v_neg_g": 0.03885849937796593,
197
+ "block3_v_v_norm": 1.1750240325927734,
198
+ "block3_v_cos_v_neg_g": 0.026786837726831436,
199
+ "block3_o_v_norm": 1.2299376726150513,
200
+ "block3_o_cos_v_neg_g": 0.05535273998975754,
201
+ "block3_mlp_win_v_norm": 2.460447072982788,
202
+ "block3_mlp_win_cos_v_neg_g": 0.06005473807454109,
203
+ "block3_mlp_wout_v_norm": 1.2329727411270142,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.0834929421544075,
205
+ "block7_q_v_norm": 1.2152860164642334,
206
+ "block7_q_cos_v_neg_g": 0.04464652016758919,
207
+ "block7_k_v_norm": 1.2254804372787476,
208
+ "block7_k_cos_v_neg_g": 0.05111921951174736,
209
+ "block7_v_v_norm": 1.2063255310058594,
210
+ "block7_v_cos_v_neg_g": 0.04151225462555885,
211
+ "block7_o_v_norm": 1.232523798942566,
212
+ "block7_o_cos_v_neg_g": 0.053303226828575134,
213
+ "block7_mlp_win_v_norm": 2.461942672729492,
214
+ "block7_mlp_win_cos_v_neg_g": 0.059416383504867554,
215
+ "block7_mlp_wout_v_norm": 1.2505035400390625,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08390152454376221,
217
+ "block11_q_v_norm": 1.2223573923110962,
218
+ "block11_q_cos_v_neg_g": 0.030731482431292534,
219
+ "block11_k_v_norm": 1.2315897941589355,
220
+ "block11_k_cos_v_neg_g": 0.036715053021907806,
221
+ "block11_v_v_norm": 1.1719180345535278,
222
+ "block11_v_cos_v_neg_g": 0.022345345467329025,
223
+ "block11_o_v_norm": 1.229956865310669,
224
+ "block11_o_cos_v_neg_g": 0.039061594754457474,
225
+ "block11_mlp_win_v_norm": 2.6773858070373535,
226
+ "block11_mlp_win_cos_v_neg_g": 0.0293035339564085,
227
+ "block11_mlp_wout_v_norm": 1.3114380836486816,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04087451845407486,
229
+ "embed_sharpness": 0.00010902978829108179,
230
+ "value_embed_0_sharpness": 3.2543475754209794e-05,
231
+ "value_embed_1_sharpness": 6.517116344184615e-05,
232
+ "value_embed_2_sharpness": 0.0002257117084809579,
233
+ "layer_1_sharpness": 0.006449798354879022,
234
+ "layer_2_sharpness": 0.019739212933927774,
235
+ "layer_3_sharpness": 0.0019618612714111805,
236
+ "layer_4_sharpness": 0.004710740642622113,
237
+ "layer_5_sharpness": 0.006022623740136623,
238
+ "layer_6_sharpness": 0.004032726399600506,
239
+ "layer_7_sharpness": 0.00047953300236258656,
240
+ "layer_8_sharpness": 0.008209348423406482,
241
+ "layer_9_sharpness": 0.0028018889715895057,
242
+ "layer_10_sharpness": 0.0030019356636330485,
243
+ "layer_11_sharpness": 0.007400149712339044,
244
+ "layer_12_sharpness": 0.19079292565584183,
245
+ "lm_head_sharpness": 0.001723211898934096,
246
+ "block0_q_sharpness": 0.00013175409912946634,
247
+ "block0_k_sharpness": 0.00010117776764673181,
248
+ "block0_v_sharpness": 3.588288109312998e-05,
249
+ "block0_o_sharpness": 0.00017038287478499115,
250
+ "block0_mlp_win_sharpness": 0.0007754631224088371,
251
+ "block0_mlp_wout_sharpness": 0.004875719198025763,
252
+ "block3_q_sharpness": 0.0006307753210421652,
253
+ "block3_k_sharpness": 0.000421519493102096,
254
+ "block3_v_sharpness": 0.002988710766658187,
255
+ "block3_o_sharpness": 0.0010452923888806254,
256
+ "block3_mlp_win_sharpness": 0.0010441492195241153,
257
+ "block3_mlp_wout_sharpness": 0.0027250651619397104,
258
+ "block7_q_sharpness": 0.018519419711083174,
259
+ "block7_k_sharpness": 0.005175084108486772,
260
+ "block7_v_sharpness": 0.011090334272012115,
261
+ "block7_o_sharpness": 0.002337435493245721,
262
+ "block7_mlp_win_sharpness": 0.0017643432947807014,
263
+ "block7_mlp_wout_sharpness": 0.002500614558812231,
264
+ "block11_q_sharpness": 0.011512265307828784,
265
+ "block11_k_sharpness": 0.006923842476680875,
266
+ "block11_v_sharpness": 0.007181257009506226,
267
+ "block11_o_sharpness": 0.02061040000990033,
268
+ "block11_mlp_win_sharpness": 0.03980925399810076,
269
+ "block11_mlp_wout_sharpness": 0.5323577374219894,
270
+ "sum_layer_numerators": 3.713919060845468,
271
+ "block_diag_sharpness": 0.022423434070617868,
272
+ "cross_layer_sharpness": 0.033747677691905786
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_5500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 72.8886947631836,
3
+ "total_l1_linf_norm": 641670.375,
4
+ "total_spectral_norm": 72.90791320800781,
5
+ "embed_update_fnorm": 31.875,
6
+ "embed_max_l1_linf_norm": 13.5,
7
+ "embed_max_spectral_norm": 4.6027021408081055,
8
+ "value_embed_0_update_fnorm": 31.375,
9
+ "value_embed_0_max_l1_linf_norm": 13.5,
10
+ "value_embed_0_max_spectral_norm": 2.4836623668670654,
11
+ "value_embed_1_update_fnorm": 31.875,
12
+ "value_embed_1_max_l1_linf_norm": 13.5,
13
+ "value_embed_1_max_spectral_norm": 3.120427370071411,
14
+ "value_embed_2_update_fnorm": 31.625,
15
+ "value_embed_2_max_l1_linf_norm": 13.5,
16
+ "value_embed_2_max_spectral_norm": 2.5996663570404053,
17
+ "layer_1_update_fnorm": 3.6734485626220703,
18
+ "layer_1_max_l1_linf_norm": 1.9438526630401611,
19
+ "layer_1_max_spectral_norm": 0.11375608295202255,
20
+ "layer_2_update_fnorm": 3.751986265182495,
21
+ "layer_2_max_l1_linf_norm": 1.9327830076217651,
22
+ "layer_2_max_spectral_norm": 0.120407335460186,
23
+ "layer_3_update_fnorm": 3.724073648452759,
24
+ "layer_3_max_l1_linf_norm": 1.9532382488250732,
25
+ "layer_3_max_spectral_norm": 0.12059959769248962,
26
+ "layer_4_update_fnorm": 3.66082763671875,
27
+ "layer_4_max_l1_linf_norm": 1.9304609298706055,
28
+ "layer_4_max_spectral_norm": 0.12021559476852417,
29
+ "layer_5_update_fnorm": 3.6762871742248535,
30
+ "layer_5_max_l1_linf_norm": 1.9579987525939941,
31
+ "layer_5_max_spectral_norm": 0.11858083307743073,
32
+ "layer_6_update_fnorm": 3.6884114742279053,
33
+ "layer_6_max_l1_linf_norm": 1.9394292831420898,
34
+ "layer_6_max_spectral_norm": 0.11933434754610062,
35
+ "layer_7_update_fnorm": 3.6737606525421143,
36
+ "layer_7_max_l1_linf_norm": 1.9570956230163574,
37
+ "layer_7_max_spectral_norm": 0.116971954703331,
38
+ "layer_8_update_fnorm": 3.692460060119629,
39
+ "layer_8_max_l1_linf_norm": 1.9875521659851074,
40
+ "layer_8_max_spectral_norm": 0.12011183798313141,
41
+ "layer_9_update_fnorm": 3.7336955070495605,
42
+ "layer_9_max_l1_linf_norm": 1.991614580154419,
43
+ "layer_9_max_spectral_norm": 0.12055336683988571,
44
+ "layer_10_update_fnorm": 3.7567367553710938,
45
+ "layer_10_max_l1_linf_norm": 2.037000894546509,
46
+ "layer_10_max_spectral_norm": 0.12063615769147873,
47
+ "layer_11_update_fnorm": 3.705873966217041,
48
+ "layer_11_max_l1_linf_norm": 2.0240914821624756,
49
+ "layer_11_max_spectral_norm": 0.12050766497850418,
50
+ "layer_12_update_fnorm": 3.888368606567383,
51
+ "layer_12_max_l1_linf_norm": 2.2568233013153076,
52
+ "layer_12_max_spectral_norm": 0.12050974369049072,
53
+ "lm_head_update_fnorm": 33.388092041015625,
54
+ "lm_head_max_l1_linf_norm": 13.704231262207031,
55
+ "lm_head_max_spectral_norm": 9.175385475158691,
56
+ "block0_q_update_fnorm": 1.2434498071670532,
57
+ "block0_q_max_l1_linf_norm": 1.0510470867156982,
58
+ "block0_q_max_spectral_norm": 0.06021667271852493,
59
+ "block0_k_update_fnorm": 1.2459125518798828,
60
+ "block0_k_max_l1_linf_norm": 1.0396355390548706,
61
+ "block0_k_max_spectral_norm": 0.060161516070365906,
62
+ "block0_v_update_fnorm": 1.2336671352386475,
63
+ "block0_v_max_l1_linf_norm": 1.038299560546875,
64
+ "block0_v_max_spectral_norm": 0.06019270047545433,
65
+ "block0_o_update_fnorm": 1.2429499626159668,
66
+ "block0_o_max_l1_linf_norm": 1.0398128032684326,
67
+ "block0_o_max_spectral_norm": 0.06021719053387642,
68
+ "block0_mlp_win_update_fnorm": 2.4220683574676514,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.7408528327941895,
70
+ "block0_mlp_win_max_spectral_norm": 0.11375608295202255,
71
+ "block0_mlp_wout_update_fnorm": 1.20925772190094,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9438526630401611,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05700281634926796,
74
+ "block3_q_update_fnorm": 1.1888294219970703,
75
+ "block3_q_max_l1_linf_norm": 1.0517854690551758,
76
+ "block3_q_max_spectral_norm": 0.06017351150512695,
77
+ "block3_k_update_fnorm": 1.2153459787368774,
78
+ "block3_k_max_l1_linf_norm": 1.03480064868927,
79
+ "block3_k_max_spectral_norm": 0.06021653488278389,
80
+ "block3_v_update_fnorm": 1.1742240190505981,
81
+ "block3_v_max_l1_linf_norm": 1.0317676067352295,
82
+ "block3_v_max_spectral_norm": 0.06021255627274513,
83
+ "block3_o_update_fnorm": 1.2260220050811768,
84
+ "block3_o_max_l1_linf_norm": 1.0352323055267334,
85
+ "block3_o_max_spectral_norm": 0.06019569933414459,
86
+ "block3_mlp_win_update_fnorm": 2.4728052616119385,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8153654336929321,
88
+ "block3_mlp_win_max_spectral_norm": 0.12021559476852417,
89
+ "block3_mlp_wout_update_fnorm": 1.2306239604949951,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9304609298706055,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05684482306241989,
92
+ "block7_q_update_fnorm": 1.2195098400115967,
93
+ "block7_q_max_l1_linf_norm": 1.0786200761795044,
94
+ "block7_q_max_spectral_norm": 0.06021008640527725,
95
+ "block7_k_update_fnorm": 1.2289503812789917,
96
+ "block7_k_max_l1_linf_norm": 1.0893633365631104,
97
+ "block7_k_max_spectral_norm": 0.060212913900613785,
98
+ "block7_v_update_fnorm": 1.2094109058380127,
99
+ "block7_v_max_l1_linf_norm": 1.040442705154419,
100
+ "block7_v_max_spectral_norm": 0.060213327407836914,
101
+ "block7_o_update_fnorm": 1.2319155931472778,
102
+ "block7_o_max_l1_linf_norm": 1.0301263332366943,
103
+ "block7_o_max_spectral_norm": 0.06020225211977959,
104
+ "block7_mlp_win_update_fnorm": 2.4748239517211914,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.841708779335022,
106
+ "block7_mlp_win_max_spectral_norm": 0.12011183798313141,
107
+ "block7_mlp_wout_update_fnorm": 1.237527847290039,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.9875521659851074,
109
+ "block7_mlp_wout_max_spectral_norm": 0.056877501308918,
110
+ "block11_q_update_fnorm": 1.2139338254928589,
111
+ "block11_q_max_l1_linf_norm": 1.058398962020874,
112
+ "block11_q_max_spectral_norm": 0.06021299585700035,
113
+ "block11_k_update_fnorm": 1.2259845733642578,
114
+ "block11_k_max_l1_linf_norm": 1.0843756198883057,
115
+ "block11_k_max_spectral_norm": 0.06020771712064743,
116
+ "block11_v_update_fnorm": 1.1612707376480103,
117
+ "block11_v_max_l1_linf_norm": 1.0322566032409668,
118
+ "block11_v_max_spectral_norm": 0.06020273640751839,
119
+ "block11_o_update_fnorm": 1.2289953231811523,
120
+ "block11_o_max_l1_linf_norm": 1.0223875045776367,
121
+ "block11_o_max_spectral_norm": 0.06022883206605911,
122
+ "block11_mlp_win_update_fnorm": 2.717721939086914,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6380082368850708,
124
+ "block11_mlp_win_max_spectral_norm": 0.12050974369049072,
125
+ "block11_mlp_wout_update_fnorm": 1.3775190114974976,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2568233013153076,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06023065745830536,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.003469045856036246,
130
+ "block_total_sharpness": 0.06518893875181675,
131
+ "v_norm_block": 12.884049415588379,
132
+ "v_T_H_v_block": 10.821280717849731,
133
+ "v_norm": 72.90790557861328,
134
+ "ip_v_neg_g_hvp": 0.1244008019566536,
135
+ "cos_v_neg_g_hvp": 0.005502193700522184,
136
+ "g_hvp_norm": 0.3101077973842621,
137
+ "ip_v_neg_g_t": 1542.8221435546875,
138
+ "cos_v_neg_g_t": 0.01787995919585228,
139
+ "g_t_norm": 1183.517578125,
140
+ "g_norm": 0.3101077973842621,
141
+ "hv_norm": 0.1896830052137375,
142
+ "cos_v_hv": 0.0008680906030349433,
143
+ "hg_norm": 11.489461898803711,
144
+ "cos_g_hg": 0.7547373175621033,
145
+ "v_parallel_norm": 0.009840669110417366,
146
+ "v_perp_norm": 72.90790557861328,
147
+ "embed_v_norm": 31.967697143554688,
148
+ "embed_cos_v_neg_g": 0.06283151358366013,
149
+ "value_embed_0_v_norm": 31.418006896972656,
150
+ "value_embed_0_cos_v_neg_g": 0.05392555147409439,
151
+ "value_embed_1_v_norm": 31.95493507385254,
152
+ "value_embed_1_cos_v_neg_g": 0.06374958902597427,
153
+ "value_embed_2_v_norm": 31.69633674621582,
154
+ "value_embed_2_cos_v_neg_g": 0.05481412634253502,
155
+ "layer_1_v_norm": 3.6734485626220703,
156
+ "layer_1_cos_v_neg_g": 0.02308519370853901,
157
+ "layer_2_v_norm": 3.751986265182495,
158
+ "layer_2_cos_v_neg_g": 0.002890328411012888,
159
+ "layer_3_v_norm": 3.724073648452759,
160
+ "layer_3_cos_v_neg_g": 0.042623262852430344,
161
+ "layer_4_v_norm": 3.660827875137329,
162
+ "layer_4_cos_v_neg_g": 0.04019569233059883,
163
+ "layer_5_v_norm": 3.6762871742248535,
164
+ "layer_5_cos_v_neg_g": 0.0369453988969326,
165
+ "layer_6_v_norm": 3.6884114742279053,
166
+ "layer_6_cos_v_neg_g": 0.04076613113284111,
167
+ "layer_7_v_norm": 3.6737606525421143,
168
+ "layer_7_cos_v_neg_g": 0.03792621195316315,
169
+ "layer_8_v_norm": 3.692460060119629,
170
+ "layer_8_cos_v_neg_g": 0.03860624134540558,
171
+ "layer_9_v_norm": 3.7336955070495605,
172
+ "layer_9_cos_v_neg_g": 0.032232217490673065,
173
+ "layer_10_v_norm": 3.7567367553710938,
174
+ "layer_10_cos_v_neg_g": 0.014713144861161709,
175
+ "layer_11_v_norm": 3.705873966217041,
176
+ "layer_11_cos_v_neg_g": 0.03984714299440384,
177
+ "layer_12_v_norm": 3.888368606567383,
178
+ "layer_12_cos_v_neg_g": 0.02343771792948246,
179
+ "lm_head_v_norm": 33.388092041015625,
180
+ "lm_head_cos_v_neg_g": 0.060734402388334274,
181
+ "block0_q_v_norm": 1.2434498071670532,
182
+ "block0_q_cos_v_neg_g": 0.05422888323664665,
183
+ "block0_k_v_norm": 1.2459125518798828,
184
+ "block0_k_cos_v_neg_g": 0.05551690235733986,
185
+ "block0_v_v_norm": 1.2336671352386475,
186
+ "block0_v_cos_v_neg_g": 0.02243325114250183,
187
+ "block0_o_v_norm": 1.2429499626159668,
188
+ "block0_o_cos_v_neg_g": 0.052312221378088,
189
+ "block0_mlp_win_v_norm": 2.4220683574676514,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07645326107740402,
191
+ "block0_mlp_wout_v_norm": 1.20925772190094,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06601265072822571,
193
+ "block3_q_v_norm": 1.1888294219970703,
194
+ "block3_q_cos_v_neg_g": 0.03849293664097786,
195
+ "block3_k_v_norm": 1.2153459787368774,
196
+ "block3_k_cos_v_neg_g": 0.041792891919612885,
197
+ "block3_v_v_norm": 1.1742240190505981,
198
+ "block3_v_cos_v_neg_g": 0.028578277677297592,
199
+ "block3_o_v_norm": 1.2260220050811768,
200
+ "block3_o_cos_v_neg_g": 0.053887300193309784,
201
+ "block3_mlp_win_v_norm": 2.4728052616119385,
202
+ "block3_mlp_win_cos_v_neg_g": 0.0543857179582119,
203
+ "block3_mlp_wout_v_norm": 1.2306239604949951,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07786758244037628,
205
+ "block7_q_v_norm": 1.2195098400115967,
206
+ "block7_q_cos_v_neg_g": 0.044997043907642365,
207
+ "block7_k_v_norm": 1.2289503812789917,
208
+ "block7_k_cos_v_neg_g": 0.04947269707918167,
209
+ "block7_v_v_norm": 1.2094109058380127,
210
+ "block7_v_cos_v_neg_g": 0.03500308468937874,
211
+ "block7_o_v_norm": 1.2319155931472778,
212
+ "block7_o_cos_v_neg_g": 0.04656198248267174,
213
+ "block7_mlp_win_v_norm": 2.4748239517211914,
214
+ "block7_mlp_win_cos_v_neg_g": 0.05521642044186592,
215
+ "block7_mlp_wout_v_norm": 1.237527847290039,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08010153472423553,
217
+ "block11_q_v_norm": 1.2139338254928589,
218
+ "block11_q_cos_v_neg_g": 0.028910484164953232,
219
+ "block11_k_v_norm": 1.2259845733642578,
220
+ "block11_k_cos_v_neg_g": 0.037222933024168015,
221
+ "block11_v_v_norm": 1.1612707376480103,
222
+ "block11_v_cos_v_neg_g": 0.02066218852996826,
223
+ "block11_o_v_norm": 1.2289953231811523,
224
+ "block11_o_cos_v_neg_g": 0.036746349185705185,
225
+ "block11_mlp_win_v_norm": 2.717721939086914,
226
+ "block11_mlp_win_cos_v_neg_g": 0.027701403945684433,
227
+ "block11_mlp_wout_v_norm": 1.3775190114974976,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.036673035472631454,
229
+ "embed_sharpness": 0.00010381973697803915,
230
+ "value_embed_0_sharpness": 2.1187309357628692e-05,
231
+ "value_embed_1_sharpness": 8.064452231337782e-05,
232
+ "value_embed_2_sharpness": 0.00016842622426338494,
233
+ "layer_1_sharpness": 0.005630365340039134,
234
+ "layer_2_sharpness": 0.0023147909087128937,
235
+ "layer_3_sharpness": 0.002522972587030381,
236
+ "layer_4_sharpness": 0.004997245967388153,
237
+ "layer_5_sharpness": 0.004495650879107416,
238
+ "layer_6_sharpness": 0.005061605712398887,
239
+ "layer_7_sharpness": 0.010761269135400653,
240
+ "layer_8_sharpness": 0.012308025732636452,
241
+ "layer_9_sharpness": 0.007793983211740851,
242
+ "layer_10_sharpness": 0.012292362749576569,
243
+ "layer_11_sharpness": 0.004211857100017369,
244
+ "layer_12_sharpness": 0.27716515213251114,
245
+ "lm_head_sharpness": 0.0012396210513543338,
246
+ "block0_q_sharpness": -4.089695357833989e-05,
247
+ "block0_k_sharpness": -4.545548108580988e-05,
248
+ "block0_v_sharpness": 1.0522270031287917e-05,
249
+ "block0_o_sharpness": 0.00023630938085261732,
250
+ "block0_mlp_win_sharpness": 0.0007865651277825236,
251
+ "block0_mlp_wout_sharpness": 0.0035733726108446717,
252
+ "block3_q_sharpness": 0.0038356255972757936,
253
+ "block3_k_sharpness": 0.0008357208862435073,
254
+ "block3_v_sharpness": 0.003010397544130683,
255
+ "block3_o_sharpness": 0.0010326577175874263,
256
+ "block3_mlp_win_sharpness": 0.001098635431844741,
257
+ "block3_mlp_wout_sharpness": 0.002384991792496294,
258
+ "block7_q_sharpness": 0.009712811093777418,
259
+ "block7_k_sharpness": 0.0032852115109562874,
260
+ "block7_v_sharpness": 0.00812964141368866,
261
+ "block7_o_sharpness": 0.0015471343067474663,
262
+ "block7_mlp_win_sharpness": 0.002103431790601462,
263
+ "block7_mlp_wout_sharpness": 0.002487903577275574,
264
+ "block11_q_sharpness": 0.005138123407959938,
265
+ "block11_k_sharpness": 0.007465936476364732,
266
+ "block11_v_sharpness": 0.005054526496678591,
267
+ "block11_o_sharpness": 0.027967404574155807,
268
+ "block11_mlp_win_sharpness": 0.041649503633379936,
269
+ "block11_mlp_wout_sharpness": 0.9264708459377289,
270
+ "sum_layer_numerators": 5.18374718111638,
271
+ "block_diag_sharpness": 0.03122763169105474,
272
+ "cross_layer_sharpness": 0.03396130706076201
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_6000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 72.85954284667969,
3
+ "total_l1_linf_norm": 637504.375,
4
+ "total_spectral_norm": 72.87820434570312,
5
+ "embed_update_fnorm": 32.0,
6
+ "embed_max_l1_linf_norm": 13.5,
7
+ "embed_max_spectral_norm": 4.508395195007324,
8
+ "value_embed_0_update_fnorm": 31.375,
9
+ "value_embed_0_max_l1_linf_norm": 13.4375,
10
+ "value_embed_0_max_spectral_norm": 2.453701972961426,
11
+ "value_embed_1_update_fnorm": 31.875,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 3.0245981216430664,
14
+ "value_embed_2_update_fnorm": 31.5,
15
+ "value_embed_2_max_l1_linf_norm": 13.5,
16
+ "value_embed_2_max_spectral_norm": 2.5452888011932373,
17
+ "layer_1_update_fnorm": 3.6906380653381348,
18
+ "layer_1_max_l1_linf_norm": 1.950119972229004,
19
+ "layer_1_max_spectral_norm": 0.1136321872472763,
20
+ "layer_2_update_fnorm": 3.7507550716400146,
21
+ "layer_2_max_l1_linf_norm": 1.9648326635360718,
22
+ "layer_2_max_spectral_norm": 0.12039606273174286,
23
+ "layer_3_update_fnorm": 3.715137243270874,
24
+ "layer_3_max_l1_linf_norm": 1.97456955909729,
25
+ "layer_3_max_spectral_norm": 0.1205030232667923,
26
+ "layer_4_update_fnorm": 3.6620702743530273,
27
+ "layer_4_max_l1_linf_norm": 1.933992624282837,
28
+ "layer_4_max_spectral_norm": 0.11976753920316696,
29
+ "layer_5_update_fnorm": 3.6749236583709717,
30
+ "layer_5_max_l1_linf_norm": 1.9741296768188477,
31
+ "layer_5_max_spectral_norm": 0.11659866571426392,
32
+ "layer_6_update_fnorm": 3.680591583251953,
33
+ "layer_6_max_l1_linf_norm": 1.9474782943725586,
34
+ "layer_6_max_spectral_norm": 0.11809926480054855,
35
+ "layer_7_update_fnorm": 3.676753282546997,
36
+ "layer_7_max_l1_linf_norm": 1.9864046573638916,
37
+ "layer_7_max_spectral_norm": 0.11476802825927734,
38
+ "layer_8_update_fnorm": 3.6805455684661865,
39
+ "layer_8_max_l1_linf_norm": 2.0212020874023438,
40
+ "layer_8_max_spectral_norm": 0.11855687946081161,
41
+ "layer_9_update_fnorm": 3.7209742069244385,
42
+ "layer_9_max_l1_linf_norm": 2.010056734085083,
43
+ "layer_9_max_spectral_norm": 0.1202966496348381,
44
+ "layer_10_update_fnorm": 3.737076997756958,
45
+ "layer_10_max_l1_linf_norm": 2.0376930236816406,
46
+ "layer_10_max_spectral_norm": 0.1205778568983078,
47
+ "layer_11_update_fnorm": 3.685868740081787,
48
+ "layer_11_max_l1_linf_norm": 2.0411596298217773,
49
+ "layer_11_max_spectral_norm": 0.11999575048685074,
50
+ "layer_12_update_fnorm": 3.888723611831665,
51
+ "layer_12_max_l1_linf_norm": 2.264986753463745,
52
+ "layer_12_max_spectral_norm": 0.12048130482435226,
53
+ "lm_head_update_fnorm": 33.57048797607422,
54
+ "lm_head_max_l1_linf_norm": 13.799339294433594,
55
+ "lm_head_max_spectral_norm": 10.045431137084961,
56
+ "block0_q_update_fnorm": 1.2496771812438965,
57
+ "block0_q_max_l1_linf_norm": 1.0596188306808472,
58
+ "block0_q_max_spectral_norm": 0.06017027422785759,
59
+ "block0_k_update_fnorm": 1.2512240409851074,
60
+ "block0_k_max_l1_linf_norm": 1.0416620969772339,
61
+ "block0_k_max_spectral_norm": 0.060186777263879776,
62
+ "block0_v_update_fnorm": 1.235095739364624,
63
+ "block0_v_max_l1_linf_norm": 1.0369927883148193,
64
+ "block0_v_max_spectral_norm": 0.06020597368478775,
65
+ "block0_o_update_fnorm": 1.2440643310546875,
66
+ "block0_o_max_l1_linf_norm": 1.0367552042007446,
67
+ "block0_o_max_spectral_norm": 0.06017627567052841,
68
+ "block0_mlp_win_update_fnorm": 2.4419751167297363,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6428182125091553,
70
+ "block0_mlp_win_max_spectral_norm": 0.1136321872472763,
71
+ "block0_mlp_wout_update_fnorm": 1.2071104049682617,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.950119972229004,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05703907459974289,
74
+ "block3_q_update_fnorm": 1.1968121528625488,
75
+ "block3_q_max_l1_linf_norm": 1.0668456554412842,
76
+ "block3_q_max_spectral_norm": 0.06019425019621849,
77
+ "block3_k_update_fnorm": 1.2173004150390625,
78
+ "block3_k_max_l1_linf_norm": 1.043832540512085,
79
+ "block3_k_max_spectral_norm": 0.060190342366695404,
80
+ "block3_v_update_fnorm": 1.1808737516403198,
81
+ "block3_v_max_l1_linf_norm": 1.0488051176071167,
82
+ "block3_v_max_spectral_norm": 0.06019554287195206,
83
+ "block3_o_update_fnorm": 1.2317029237747192,
84
+ "block3_o_max_l1_linf_norm": 1.0296764373779297,
85
+ "block3_o_max_spectral_norm": 0.06020425260066986,
86
+ "block3_mlp_win_update_fnorm": 2.461729049682617,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8676505088806152,
88
+ "block3_mlp_win_max_spectral_norm": 0.11976753920316696,
89
+ "block3_mlp_wout_update_fnorm": 1.2348378896713257,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.933992624282837,
91
+ "block3_mlp_wout_max_spectral_norm": 0.056894347071647644,
92
+ "block7_q_update_fnorm": 1.2222535610198975,
93
+ "block7_q_max_l1_linf_norm": 1.0819973945617676,
94
+ "block7_q_max_spectral_norm": 0.060203954577445984,
95
+ "block7_k_update_fnorm": 1.22963285446167,
96
+ "block7_k_max_l1_linf_norm": 1.0804365873336792,
97
+ "block7_k_max_spectral_norm": 0.06021368131041527,
98
+ "block7_v_update_fnorm": 1.2100003957748413,
99
+ "block7_v_max_l1_linf_norm": 1.0303802490234375,
100
+ "block7_v_max_spectral_norm": 0.06020970270037651,
101
+ "block7_o_update_fnorm": 1.23394775390625,
102
+ "block7_o_max_l1_linf_norm": 1.0307108163833618,
103
+ "block7_o_max_spectral_norm": 0.060213811695575714,
104
+ "block7_mlp_win_update_fnorm": 2.449113130569458,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.8805123567581177,
106
+ "block7_mlp_win_max_spectral_norm": 0.11855687946081161,
107
+ "block7_mlp_wout_update_fnorm": 1.2471914291381836,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.0212020874023438,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05700349062681198,
110
+ "block11_q_update_fnorm": 1.2208784818649292,
111
+ "block11_q_max_l1_linf_norm": 1.0380876064300537,
112
+ "block11_q_max_spectral_norm": 0.06020905449986458,
113
+ "block11_k_update_fnorm": 1.2301222085952759,
114
+ "block11_k_max_l1_linf_norm": 1.0800001621246338,
115
+ "block11_k_max_spectral_norm": 0.0602070651948452,
116
+ "block11_v_update_fnorm": 1.1816173791885376,
117
+ "block11_v_max_l1_linf_norm": 1.0297373533248901,
118
+ "block11_v_max_spectral_norm": 0.06018179655075073,
119
+ "block11_o_update_fnorm": 1.2301791906356812,
120
+ "block11_o_max_l1_linf_norm": 1.0266335010528564,
121
+ "block11_o_max_spectral_norm": 0.06021140515804291,
122
+ "block11_mlp_win_update_fnorm": 2.709937572479248,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.9277663230895996,
124
+ "block11_mlp_win_max_spectral_norm": 0.12048130482435226,
125
+ "block11_mlp_wout_update_fnorm": 1.3656156063079834,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.264986753463745,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06023731827735901,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0038713510148227215,
130
+ "block_total_sharpness": 0.0778268426656723,
131
+ "v_norm_block": 12.8661527633667,
132
+ "v_T_H_v_block": 12.883290767669678,
133
+ "v_norm": 72.87818145751953,
134
+ "ip_v_neg_g_hvp": 0.12957841157913208,
135
+ "cos_v_neg_g_hvp": 0.006803405005484819,
136
+ "g_hvp_norm": 0.26134175062179565,
137
+ "ip_v_neg_g_t": 1604.077392578125,
138
+ "cos_v_neg_g_t": 0.021976469084620476,
139
+ "g_t_norm": 1001.5436401367188,
140
+ "g_norm": 0.26134175062179565,
141
+ "hv_norm": 0.16849282383918762,
142
+ "cos_v_hv": 0.001090153120458126,
143
+ "hg_norm": 4.367175579071045,
144
+ "cos_g_hg": 0.6978795528411865,
145
+ "v_parallel_norm": 0.013118267990648746,
146
+ "v_perp_norm": 72.87818145751953,
147
+ "embed_v_norm": 31.993846893310547,
148
+ "embed_cos_v_neg_g": 0.06914742290973663,
149
+ "value_embed_0_v_norm": 31.341663360595703,
150
+ "value_embed_0_cos_v_neg_g": 0.05738930031657219,
151
+ "value_embed_1_v_norm": 31.893844604492188,
152
+ "value_embed_1_cos_v_neg_g": 0.06454344838857651,
153
+ "value_embed_2_v_norm": 31.553022384643555,
154
+ "value_embed_2_cos_v_neg_g": 0.05544941499829292,
155
+ "layer_1_v_norm": 3.6906380653381348,
156
+ "layer_1_cos_v_neg_g": 0.028563521802425385,
157
+ "layer_2_v_norm": 3.7507550716400146,
158
+ "layer_2_cos_v_neg_g": 0.00413543963804841,
159
+ "layer_3_v_norm": 3.715137243270874,
160
+ "layer_3_cos_v_neg_g": 0.036708541214466095,
161
+ "layer_4_v_norm": 3.6620702743530273,
162
+ "layer_4_cos_v_neg_g": 0.044637180864810944,
163
+ "layer_5_v_norm": 3.6749236583709717,
164
+ "layer_5_cos_v_neg_g": 0.03515307977795601,
165
+ "layer_6_v_norm": 3.680591583251953,
166
+ "layer_6_cos_v_neg_g": 0.04000936821103096,
167
+ "layer_7_v_norm": 3.676753282546997,
168
+ "layer_7_cos_v_neg_g": 0.03337491676211357,
169
+ "layer_8_v_norm": 3.6805455684661865,
170
+ "layer_8_cos_v_neg_g": 0.03386349976062775,
171
+ "layer_9_v_norm": 3.7209742069244385,
172
+ "layer_9_cos_v_neg_g": 0.034828200936317444,
173
+ "layer_10_v_norm": 3.737076997756958,
174
+ "layer_10_cos_v_neg_g": 0.0135617945343256,
175
+ "layer_11_v_norm": 3.685868740081787,
176
+ "layer_11_cos_v_neg_g": 0.039032407104969025,
177
+ "layer_12_v_norm": 3.888723611831665,
178
+ "layer_12_cos_v_neg_g": 0.02640593610703945,
179
+ "lm_head_v_norm": 33.57048797607422,
180
+ "lm_head_cos_v_neg_g": 0.060328494757413864,
181
+ "block0_q_v_norm": 1.2496771812438965,
182
+ "block0_q_cos_v_neg_g": 0.06676674634218216,
183
+ "block0_k_v_norm": 1.2512240409851074,
184
+ "block0_k_cos_v_neg_g": 0.06740942597389221,
185
+ "block0_v_v_norm": 1.235095739364624,
186
+ "block0_v_cos_v_neg_g": 0.044899459928274155,
187
+ "block0_o_v_norm": 1.2440643310546875,
188
+ "block0_o_cos_v_neg_g": 0.0639197900891304,
189
+ "block0_mlp_win_v_norm": 2.4419751167297363,
190
+ "block0_mlp_win_cos_v_neg_g": 0.08662155270576477,
191
+ "block0_mlp_wout_v_norm": 1.2071104049682617,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.07704419642686844,
193
+ "block3_q_v_norm": 1.1968121528625488,
194
+ "block3_q_cos_v_neg_g": 0.04143065586686134,
195
+ "block3_k_v_norm": 1.2173004150390625,
196
+ "block3_k_cos_v_neg_g": 0.04477168992161751,
197
+ "block3_v_v_norm": 1.1808737516403198,
198
+ "block3_v_cos_v_neg_g": 0.02768092229962349,
199
+ "block3_o_v_norm": 1.2317029237747192,
200
+ "block3_o_cos_v_neg_g": 0.05478489026427269,
201
+ "block3_mlp_win_v_norm": 2.461729049682617,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05840013921260834,
203
+ "block3_mlp_wout_v_norm": 1.2348378896713257,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.08199117332696915,
205
+ "block7_q_v_norm": 1.2222535610198975,
206
+ "block7_q_cos_v_neg_g": 0.04192569479346275,
207
+ "block7_k_v_norm": 1.22963285446167,
208
+ "block7_k_cos_v_neg_g": 0.050905950367450714,
209
+ "block7_v_v_norm": 1.2100003957748413,
210
+ "block7_v_cos_v_neg_g": 0.0421849749982357,
211
+ "block7_o_v_norm": 1.23394775390625,
212
+ "block7_o_cos_v_neg_g": 0.055063582956790924,
213
+ "block7_mlp_win_v_norm": 2.449113130569458,
214
+ "block7_mlp_win_cos_v_neg_g": 0.061413656920194626,
215
+ "block7_mlp_wout_v_norm": 1.2471914291381836,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08750491589307785,
217
+ "block11_q_v_norm": 1.2208784818649292,
218
+ "block11_q_cos_v_neg_g": 0.037324197590351105,
219
+ "block11_k_v_norm": 1.2301222085952759,
220
+ "block11_k_cos_v_neg_g": 0.048002149909734726,
221
+ "block11_v_v_norm": 1.1816173791885376,
222
+ "block11_v_cos_v_neg_g": 0.024014128372073174,
223
+ "block11_o_v_norm": 1.2301791906356812,
224
+ "block11_o_cos_v_neg_g": 0.03918224200606346,
225
+ "block11_mlp_win_v_norm": 2.709937572479248,
226
+ "block11_mlp_win_cos_v_neg_g": 0.03219236433506012,
227
+ "block11_mlp_wout_v_norm": 1.3656156063079834,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.037602897733449936,
229
+ "embed_sharpness": 7.518204802181572e-05,
230
+ "value_embed_0_sharpness": 2.860539734683698e-05,
231
+ "value_embed_1_sharpness": 7.044738049444277e-05,
232
+ "value_embed_2_sharpness": 0.00016510066052433103,
233
+ "layer_1_sharpness": 0.011747237294912338,
234
+ "layer_2_sharpness": 0.003820609417743981,
235
+ "layer_3_sharpness": 0.0031411988893523812,
236
+ "layer_4_sharpness": 0.00437776674516499,
237
+ "layer_5_sharpness": 0.005092401173897088,
238
+ "layer_6_sharpness": 0.00768700847402215,
239
+ "layer_7_sharpness": 0.01737816631793976,
240
+ "layer_8_sharpness": 0.015695353969931602,
241
+ "layer_9_sharpness": 0.0076990798115730286,
242
+ "layer_10_sharpness": 0.0015845453599467874,
243
+ "layer_11_sharpness": 0.004088926711119711,
244
+ "layer_12_sharpness": 0.3317897915840149,
245
+ "lm_head_sharpness": 0.0009974349522963166,
246
+ "block0_q_sharpness": 7.967174678924493e-05,
247
+ "block0_k_sharpness": 7.371495303232223e-05,
248
+ "block0_v_sharpness": 3.9419236600224394e-05,
249
+ "block0_o_sharpness": 0.00015880771752563305,
250
+ "block0_mlp_win_sharpness": 0.0006882551388116553,
251
+ "block0_mlp_wout_sharpness": 0.00426081579644233,
252
+ "block3_q_sharpness": 0.0017653730465099216,
253
+ "block3_k_sharpness": 0.0007375454006250948,
254
+ "block3_v_sharpness": 0.0014899220550432801,
255
+ "block3_o_sharpness": 0.0006098562735132873,
256
+ "block3_mlp_win_sharpness": 0.0009931085805874318,
257
+ "block3_mlp_wout_sharpness": 0.002355966833420098,
258
+ "block7_q_sharpness": 0.0051655888091772795,
259
+ "block7_k_sharpness": 0.0023078505182638764,
260
+ "block7_v_sharpness": 0.006880848202854395,
261
+ "block7_o_sharpness": 0.0017150145722553134,
262
+ "block7_mlp_win_sharpness": 0.0019446818623691797,
263
+ "block7_mlp_wout_sharpness": 0.003333013504743576,
264
+ "block11_q_sharpness": 0.006221666699275374,
265
+ "block11_k_sharpness": 0.00901676039211452,
266
+ "block11_v_sharpness": 0.004415880306623876,
267
+ "block11_o_sharpness": 0.02289715362712741,
268
+ "block11_mlp_win_sharpness": 0.07081248052418232,
269
+ "block11_mlp_wout_sharpness": 0.9852317869663239,
270
+ "sum_layer_numerators": 6.13793143713025,
271
+ "block_diag_sharpness": 0.03707871080724294,
272
+ "cross_layer_sharpness": 0.04074813185842936
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_6500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.3733139038086,
3
+ "total_l1_linf_norm": 638757.1875,
4
+ "total_spectral_norm": 73.31429290771484,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.4375,
7
+ "embed_max_spectral_norm": 4.3977813720703125,
8
+ "value_embed_0_update_fnorm": 31.75,
9
+ "value_embed_0_max_l1_linf_norm": 13.4375,
10
+ "value_embed_0_max_spectral_norm": 2.4827609062194824,
11
+ "value_embed_1_update_fnorm": 32.5,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 3.0372464656829834,
14
+ "value_embed_2_update_fnorm": 31.875,
15
+ "value_embed_2_max_l1_linf_norm": 13.5,
16
+ "value_embed_2_max_spectral_norm": 2.467337131500244,
17
+ "layer_1_update_fnorm": 3.6893210411071777,
18
+ "layer_1_max_l1_linf_norm": 1.947772741317749,
19
+ "layer_1_max_spectral_norm": 0.11365191638469696,
20
+ "layer_2_update_fnorm": 3.760124921798706,
21
+ "layer_2_max_l1_linf_norm": 1.9746994972229004,
22
+ "layer_2_max_spectral_norm": 0.1203678622841835,
23
+ "layer_3_update_fnorm": 3.713754415512085,
24
+ "layer_3_max_l1_linf_norm": 1.9658665657043457,
25
+ "layer_3_max_spectral_norm": 0.12054290622472763,
26
+ "layer_4_update_fnorm": 3.6608786582946777,
27
+ "layer_4_max_l1_linf_norm": 1.9469079971313477,
28
+ "layer_4_max_spectral_norm": 0.11867159605026245,
29
+ "layer_5_update_fnorm": 3.6754045486450195,
30
+ "layer_5_max_l1_linf_norm": 1.9692082405090332,
31
+ "layer_5_max_spectral_norm": 0.11733166873455048,
32
+ "layer_6_update_fnorm": 3.678129196166992,
33
+ "layer_6_max_l1_linf_norm": 1.9662944078445435,
34
+ "layer_6_max_spectral_norm": 0.11628992855548859,
35
+ "layer_7_update_fnorm": 3.676036834716797,
36
+ "layer_7_max_l1_linf_norm": 1.9754244089126587,
37
+ "layer_7_max_spectral_norm": 0.11397868394851685,
38
+ "layer_8_update_fnorm": 3.680224895477295,
39
+ "layer_8_max_l1_linf_norm": 1.9953205585479736,
40
+ "layer_8_max_spectral_norm": 0.11789485812187195,
41
+ "layer_9_update_fnorm": 3.7244842052459717,
42
+ "layer_9_max_l1_linf_norm": 2.0137040615081787,
43
+ "layer_9_max_spectral_norm": 0.12045043706893921,
44
+ "layer_10_update_fnorm": 3.7612125873565674,
45
+ "layer_10_max_l1_linf_norm": 2.0558013916015625,
46
+ "layer_10_max_spectral_norm": 0.12065045535564423,
47
+ "layer_11_update_fnorm": 3.7003014087677,
48
+ "layer_11_max_l1_linf_norm": 2.044767379760742,
49
+ "layer_11_max_spectral_norm": 0.12037834525108337,
50
+ "layer_12_update_fnorm": 3.931060791015625,
51
+ "layer_12_max_l1_linf_norm": 2.266298294067383,
52
+ "layer_12_max_spectral_norm": 0.1204729676246643,
53
+ "lm_head_update_fnorm": 33.00666427612305,
54
+ "lm_head_max_l1_linf_norm": 13.73250961303711,
55
+ "lm_head_max_spectral_norm": 7.602853775024414,
56
+ "block0_q_update_fnorm": 1.247185230255127,
57
+ "block0_q_max_l1_linf_norm": 1.0396982431411743,
58
+ "block0_q_max_spectral_norm": 0.060157813131809235,
59
+ "block0_k_update_fnorm": 1.2484290599822998,
60
+ "block0_k_max_l1_linf_norm": 1.046036958694458,
61
+ "block0_k_max_spectral_norm": 0.06015217676758766,
62
+ "block0_v_update_fnorm": 1.2316105365753174,
63
+ "block0_v_max_l1_linf_norm": 1.029956340789795,
64
+ "block0_v_max_spectral_norm": 0.06021121144294739,
65
+ "block0_o_update_fnorm": 1.2449160814285278,
66
+ "block0_o_max_l1_linf_norm": 1.0494322776794434,
67
+ "block0_o_max_spectral_norm": 0.06019330397248268,
68
+ "block0_mlp_win_update_fnorm": 2.4445641040802,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.5741617679595947,
70
+ "block0_mlp_win_max_spectral_norm": 0.11365191638469696,
71
+ "block0_mlp_wout_update_fnorm": 1.2059792280197144,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.947772741317749,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05703916773200035,
74
+ "block3_q_update_fnorm": 1.204655408859253,
75
+ "block3_q_max_l1_linf_norm": 1.0560617446899414,
76
+ "block3_q_max_spectral_norm": 0.060184381902217865,
77
+ "block3_k_update_fnorm": 1.2181204557418823,
78
+ "block3_k_max_l1_linf_norm": 1.040104866027832,
79
+ "block3_k_max_spectral_norm": 0.060184210538864136,
80
+ "block3_v_update_fnorm": 1.1892660856246948,
81
+ "block3_v_max_l1_linf_norm": 1.0346126556396484,
82
+ "block3_v_max_spectral_norm": 0.06019893288612366,
83
+ "block3_o_update_fnorm": 1.231117606163025,
84
+ "block3_o_max_l1_linf_norm": 1.0309157371520996,
85
+ "block3_o_max_spectral_norm": 0.06020812317728996,
86
+ "block3_mlp_win_update_fnorm": 2.451483964920044,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8674571514129639,
88
+ "block3_mlp_win_max_spectral_norm": 0.11867159605026245,
89
+ "block3_mlp_wout_update_fnorm": 1.2357611656188965,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9469079971313477,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05686721205711365,
92
+ "block7_q_update_fnorm": 1.2254822254180908,
93
+ "block7_q_max_l1_linf_norm": 1.0902732610702515,
94
+ "block7_q_max_spectral_norm": 0.06020310893654823,
95
+ "block7_k_update_fnorm": 1.229901909828186,
96
+ "block7_k_max_l1_linf_norm": 1.0805072784423828,
97
+ "block7_k_max_spectral_norm": 0.06020083278417587,
98
+ "block7_v_update_fnorm": 1.21357262134552,
99
+ "block7_v_max_l1_linf_norm": 1.0438926219940186,
100
+ "block7_v_max_spectral_norm": 0.06018833443522453,
101
+ "block7_o_update_fnorm": 1.2346857786178589,
102
+ "block7_o_max_l1_linf_norm": 1.0422852039337158,
103
+ "block7_o_max_spectral_norm": 0.060206398367881775,
104
+ "block7_mlp_win_update_fnorm": 2.4434287548065186,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.7529501914978027,
106
+ "block7_mlp_win_max_spectral_norm": 0.11789485812187195,
107
+ "block7_mlp_wout_update_fnorm": 1.2497131824493408,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.9953205585479736,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05701547488570213,
110
+ "block11_q_update_fnorm": 1.2167105674743652,
111
+ "block11_q_max_l1_linf_norm": 1.0512113571166992,
112
+ "block11_q_max_spectral_norm": 0.060204166918992996,
113
+ "block11_k_update_fnorm": 1.2283611297607422,
114
+ "block11_k_max_l1_linf_norm": 1.0679986476898193,
115
+ "block11_k_max_spectral_norm": 0.06020336598157883,
116
+ "block11_v_update_fnorm": 1.180352807044983,
117
+ "block11_v_max_l1_linf_norm": 1.0478389263153076,
118
+ "block11_v_max_spectral_norm": 0.060183990746736526,
119
+ "block11_o_update_fnorm": 1.2285869121551514,
120
+ "block11_o_max_l1_linf_norm": 1.0260248184204102,
121
+ "block11_o_max_spectral_norm": 0.06021611765027046,
122
+ "block11_mlp_win_update_fnorm": 2.7660155296325684,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7078893184661865,
124
+ "block11_mlp_win_max_spectral_norm": 0.1204729676246643,
125
+ "block11_mlp_wout_update_fnorm": 1.382150650024414,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.266298294067383,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06024846062064171,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0030742348171770573,
130
+ "block_total_sharpness": 0.0691892970353365,
131
+ "v_norm_block": 12.89194107055664,
132
+ "v_T_H_v_block": 11.499409675598145,
133
+ "v_norm": 73.31430053710938,
134
+ "ip_v_neg_g_hvp": 0.12424598634243011,
135
+ "cos_v_neg_g_hvp": 0.006118384655565023,
136
+ "g_hvp_norm": 0.27698540687561035,
137
+ "ip_v_neg_g_t": 1548.0029296875,
138
+ "cos_v_neg_g_t": 0.016174711287021637,
139
+ "g_t_norm": 1305.4088134765625,
140
+ "g_norm": 0.27698540687561035,
141
+ "hv_norm": 0.17653541266918182,
142
+ "cos_v_hv": 0.0008311945130117238,
143
+ "hg_norm": 7.264279365539551,
144
+ "cos_g_hg": 0.6297509074211121,
145
+ "v_parallel_norm": 0.011519295163452625,
146
+ "v_perp_norm": 73.31430053710938,
147
+ "embed_v_norm": 32.202476501464844,
148
+ "embed_cos_v_neg_g": 0.06942513585090637,
149
+ "value_embed_0_v_norm": 31.81525230407715,
150
+ "value_embed_0_cos_v_neg_g": 0.05985809862613678,
151
+ "value_embed_1_v_norm": 32.44596481323242,
152
+ "value_embed_1_cos_v_neg_g": 0.06787296384572983,
153
+ "value_embed_2_v_norm": 31.8966007232666,
154
+ "value_embed_2_cos_v_neg_g": 0.055862799286842346,
155
+ "layer_1_v_norm": 3.6893210411071777,
156
+ "layer_1_cos_v_neg_g": 0.01249060221016407,
157
+ "layer_2_v_norm": 3.760124921798706,
158
+ "layer_2_cos_v_neg_g": 0.004342834930866957,
159
+ "layer_3_v_norm": 3.713754415512085,
160
+ "layer_3_cos_v_neg_g": 0.04009178653359413,
161
+ "layer_4_v_norm": 3.6608786582946777,
162
+ "layer_4_cos_v_neg_g": 0.04225952923297882,
163
+ "layer_5_v_norm": 3.6754045486450195,
164
+ "layer_5_cos_v_neg_g": 0.028560811653733253,
165
+ "layer_6_v_norm": 3.678129196166992,
166
+ "layer_6_cos_v_neg_g": 0.032786089926958084,
167
+ "layer_7_v_norm": 3.676036834716797,
168
+ "layer_7_cos_v_neg_g": 0.030285144224762917,
169
+ "layer_8_v_norm": 3.680224895477295,
170
+ "layer_8_cos_v_neg_g": 0.02904355153441429,
171
+ "layer_9_v_norm": 3.7244842052459717,
172
+ "layer_9_cos_v_neg_g": 0.025866741314530373,
173
+ "layer_10_v_norm": 3.7612125873565674,
174
+ "layer_10_cos_v_neg_g": 0.01269530225545168,
175
+ "layer_11_v_norm": 3.7003014087677,
176
+ "layer_11_cos_v_neg_g": 0.03226639702916145,
177
+ "layer_12_v_norm": 3.931060791015625,
178
+ "layer_12_cos_v_neg_g": 0.01804952882230282,
179
+ "lm_head_v_norm": 33.00666427612305,
180
+ "lm_head_cos_v_neg_g": 0.06417316198348999,
181
+ "block0_q_v_norm": 1.247185230255127,
182
+ "block0_q_cos_v_neg_g": 0.058376241475343704,
183
+ "block0_k_v_norm": 1.2484290599822998,
184
+ "block0_k_cos_v_neg_g": 0.06180575489997864,
185
+ "block0_v_v_norm": 1.2316105365753174,
186
+ "block0_v_cos_v_neg_g": 0.05012651905417442,
187
+ "block0_o_v_norm": 1.2449160814285278,
188
+ "block0_o_cos_v_neg_g": 0.05316222086548805,
189
+ "block0_mlp_win_v_norm": 2.4445641040802,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07208115607500076,
191
+ "block0_mlp_wout_v_norm": 1.2059792280197144,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06781653314828873,
193
+ "block3_q_v_norm": 1.204655408859253,
194
+ "block3_q_cos_v_neg_g": 0.03608382120728493,
195
+ "block3_k_v_norm": 1.2181204557418823,
196
+ "block3_k_cos_v_neg_g": 0.0443233884871006,
197
+ "block3_v_v_norm": 1.1892660856246948,
198
+ "block3_v_cos_v_neg_g": 0.026836926117539406,
199
+ "block3_o_v_norm": 1.231117606163025,
200
+ "block3_o_cos_v_neg_g": 0.052454981952905655,
201
+ "block3_mlp_win_v_norm": 2.451483964920044,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05763182044029236,
203
+ "block3_mlp_wout_v_norm": 1.2357611656188965,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07871516793966293,
205
+ "block7_q_v_norm": 1.2254822254180908,
206
+ "block7_q_cos_v_neg_g": 0.0429319366812706,
207
+ "block7_k_v_norm": 1.229901909828186,
208
+ "block7_k_cos_v_neg_g": 0.04944898560643196,
209
+ "block7_v_v_norm": 1.21357262134552,
210
+ "block7_v_cos_v_neg_g": 0.03602970391511917,
211
+ "block7_o_v_norm": 1.2346857786178589,
212
+ "block7_o_cos_v_neg_g": 0.04761604219675064,
213
+ "block7_mlp_win_v_norm": 2.4434287548065186,
214
+ "block7_mlp_win_cos_v_neg_g": 0.060760773718357086,
215
+ "block7_mlp_wout_v_norm": 1.2497131824493408,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08038581162691116,
217
+ "block11_q_v_norm": 1.2167105674743652,
218
+ "block11_q_cos_v_neg_g": 0.03004758432507515,
219
+ "block11_k_v_norm": 1.2283611297607422,
220
+ "block11_k_cos_v_neg_g": 0.0376637727022171,
221
+ "block11_v_v_norm": 1.180352807044983,
222
+ "block11_v_cos_v_neg_g": 0.017866667360067368,
223
+ "block11_o_v_norm": 1.2285869121551514,
224
+ "block11_o_cos_v_neg_g": 0.033651769161224365,
225
+ "block11_mlp_win_v_norm": 2.7660155296325684,
226
+ "block11_mlp_win_cos_v_neg_g": 0.028078485280275345,
227
+ "block11_mlp_wout_v_norm": 1.382150650024414,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.03343036770820618,
229
+ "embed_sharpness": 6.873579695820808e-05,
230
+ "value_embed_0_sharpness": 1.9580296338972403e-05,
231
+ "value_embed_1_sharpness": 5.647593206958845e-05,
232
+ "value_embed_2_sharpness": 0.00011732505663530901,
233
+ "layer_1_sharpness": 0.004032820696011186,
234
+ "layer_2_sharpness": 0.003271460998803377,
235
+ "layer_3_sharpness": 0.002009639691095799,
236
+ "layer_4_sharpness": 0.001573958492372185,
237
+ "layer_5_sharpness": 0.00030642827914562076,
238
+ "layer_6_sharpness": 0.0019129919819533825,
239
+ "layer_7_sharpness": 0.005643173586577177,
240
+ "layer_8_sharpness": 0.01419058721512556,
241
+ "layer_9_sharpness": 0.010006681317463517,
242
+ "layer_10_sharpness": 0.07259839028120041,
243
+ "layer_11_sharpness": 0.012870762962847948,
244
+ "layer_12_sharpness": 0.40376168489456177,
245
+ "lm_head_sharpness": 0.000777245411882177,
246
+ "block0_q_sharpness": 0.00023339765175478533,
247
+ "block0_k_sharpness": 0.0003355388034833595,
248
+ "block0_v_sharpness": 0.00018276933042216115,
249
+ "block0_o_sharpness": 0.00013943429075879976,
250
+ "block0_mlp_win_sharpness": 0.0004264540766598657,
251
+ "block0_mlp_wout_sharpness": 0.0023864874383434653,
252
+ "block3_q_sharpness": 0.0008371027652174234,
253
+ "block3_k_sharpness": 0.0006711542664561421,
254
+ "block3_v_sharpness": 0.0018542426987551153,
255
+ "block3_o_sharpness": 0.0004926379333483055,
256
+ "block3_mlp_win_sharpness": 0.0007562334649264812,
257
+ "block3_mlp_wout_sharpness": 0.0014669682132080197,
258
+ "block7_q_sharpness": 0.0011611323861870915,
259
+ "block7_k_sharpness": 0.0012010295467916876,
260
+ "block7_v_sharpness": 0.006275258492678404,
261
+ "block7_o_sharpness": 0.0010427284869365394,
262
+ "block7_mlp_win_sharpness": 0.001181937230285257,
263
+ "block7_mlp_wout_sharpness": 0.001573958492372185,
264
+ "block11_q_sharpness": 0.002966702333651483,
265
+ "block11_k_sharpness": 0.005641623283736408,
266
+ "block11_v_sharpness": 0.004074295749887824,
267
+ "block11_o_sharpness": 0.01660981262102723,
268
+ "block11_mlp_win_sharpness": 0.09051866456866264,
269
+ "block11_mlp_wout_sharpness": 1.190612643957138,
270
+ "sum_layer_numerators": 8.029926045357616,
271
+ "block_diag_sharpness": 0.04831421439411579,
272
+ "cross_layer_sharpness": 0.0208750826412207
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_7000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 74.03439331054688,
3
+ "total_l1_linf_norm": 649271.875,
4
+ "total_spectral_norm": 74.03358459472656,
5
+ "embed_update_fnorm": 32.75,
6
+ "embed_max_l1_linf_norm": 13.375,
7
+ "embed_max_spectral_norm": 4.45321798324585,
8
+ "value_embed_0_update_fnorm": 32.0,
9
+ "value_embed_0_max_l1_linf_norm": 13.375,
10
+ "value_embed_0_max_spectral_norm": 2.4919819831848145,
11
+ "value_embed_1_update_fnorm": 32.75,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 2.981255531311035,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.9375,
16
+ "value_embed_2_max_spectral_norm": 2.514619827270508,
17
+ "layer_1_update_fnorm": 3.6878716945648193,
18
+ "layer_1_max_l1_linf_norm": 1.9441578388214111,
19
+ "layer_1_max_spectral_norm": 0.11367005854845047,
20
+ "layer_2_update_fnorm": 3.7561051845550537,
21
+ "layer_2_max_l1_linf_norm": 1.977207899093628,
22
+ "layer_2_max_spectral_norm": 0.1204121857881546,
23
+ "layer_3_update_fnorm": 3.7113378047943115,
24
+ "layer_3_max_l1_linf_norm": 1.9783748388290405,
25
+ "layer_3_max_spectral_norm": 0.12052672356367111,
26
+ "layer_4_update_fnorm": 3.6543192863464355,
27
+ "layer_4_max_l1_linf_norm": 1.970628023147583,
28
+ "layer_4_max_spectral_norm": 0.11749240010976791,
29
+ "layer_5_update_fnorm": 3.675119400024414,
30
+ "layer_5_max_l1_linf_norm": 1.9788819551467896,
31
+ "layer_5_max_spectral_norm": 0.1142335832118988,
32
+ "layer_6_update_fnorm": 3.6810622215270996,
33
+ "layer_6_max_l1_linf_norm": 1.9755239486694336,
34
+ "layer_6_max_spectral_norm": 0.11597316712141037,
35
+ "layer_7_update_fnorm": 3.6772282123565674,
36
+ "layer_7_max_l1_linf_norm": 1.9859123229980469,
37
+ "layer_7_max_spectral_norm": 0.11405379325151443,
38
+ "layer_8_update_fnorm": 3.6756086349487305,
39
+ "layer_8_max_l1_linf_norm": 2.0199451446533203,
40
+ "layer_8_max_spectral_norm": 0.11576175689697266,
41
+ "layer_9_update_fnorm": 3.7116105556488037,
42
+ "layer_9_max_l1_linf_norm": 2.0281453132629395,
43
+ "layer_9_max_spectral_norm": 0.11999420821666718,
44
+ "layer_10_update_fnorm": 3.751919984817505,
45
+ "layer_10_max_l1_linf_norm": 2.0600545406341553,
46
+ "layer_10_max_spectral_norm": 0.12058356404304504,
47
+ "layer_11_update_fnorm": 3.704082489013672,
48
+ "layer_11_max_l1_linf_norm": 2.0505590438842773,
49
+ "layer_11_max_spectral_norm": 0.1204112097620964,
50
+ "layer_12_update_fnorm": 3.8520541191101074,
51
+ "layer_12_max_l1_linf_norm": 2.2562689781188965,
52
+ "layer_12_max_spectral_norm": 0.12044930458068848,
53
+ "lm_head_update_fnorm": 33.041770935058594,
54
+ "lm_head_max_l1_linf_norm": 13.70780086517334,
55
+ "lm_head_max_spectral_norm": 5.889537811279297,
56
+ "block0_q_update_fnorm": 1.2457482814788818,
57
+ "block0_q_max_l1_linf_norm": 1.0437543392181396,
58
+ "block0_q_max_spectral_norm": 0.06019052118062973,
59
+ "block0_k_update_fnorm": 1.2463594675064087,
60
+ "block0_k_max_l1_linf_norm": 1.046538233757019,
61
+ "block0_k_max_spectral_norm": 0.06016278639435768,
62
+ "block0_v_update_fnorm": 1.2319934368133545,
63
+ "block0_v_max_l1_linf_norm": 1.0382086038589478,
64
+ "block0_v_max_spectral_norm": 0.06021643802523613,
65
+ "block0_o_update_fnorm": 1.2451101541519165,
66
+ "block0_o_max_l1_linf_norm": 1.0393480062484741,
67
+ "block0_o_max_spectral_norm": 0.06020030751824379,
68
+ "block0_mlp_win_update_fnorm": 2.444422483444214,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6303845643997192,
70
+ "block0_mlp_win_max_spectral_norm": 0.11367005854845047,
71
+ "block0_mlp_wout_update_fnorm": 1.2048852443695068,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9441578388214111,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05703476816415787,
74
+ "block3_q_update_fnorm": 1.2035129070281982,
75
+ "block3_q_max_l1_linf_norm": 1.046393632888794,
76
+ "block3_q_max_spectral_norm": 0.06017834693193436,
77
+ "block3_k_update_fnorm": 1.2208073139190674,
78
+ "block3_k_max_l1_linf_norm": 1.049229383468628,
79
+ "block3_k_max_spectral_norm": 0.06019267812371254,
80
+ "block3_v_update_fnorm": 1.1817357540130615,
81
+ "block3_v_max_l1_linf_norm": 1.0411487817764282,
82
+ "block3_v_max_spectral_norm": 0.06019601970911026,
83
+ "block3_o_update_fnorm": 1.23139226436615,
84
+ "block3_o_max_l1_linf_norm": 1.0326135158538818,
85
+ "block3_o_max_spectral_norm": 0.06019109487533569,
86
+ "block3_mlp_win_update_fnorm": 2.4422783851623535,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.85300612449646,
88
+ "block3_mlp_win_max_spectral_norm": 0.11749240010976791,
89
+ "block3_mlp_wout_update_fnorm": 1.2399545907974243,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.970628023147583,
91
+ "block3_mlp_wout_max_spectral_norm": 0.056934598833322525,
92
+ "block7_q_update_fnorm": 1.225833773612976,
93
+ "block7_q_max_l1_linf_norm": 1.0818390846252441,
94
+ "block7_q_max_spectral_norm": 0.06017530709505081,
95
+ "block7_k_update_fnorm": 1.2307037115097046,
96
+ "block7_k_max_l1_linf_norm": 1.0865273475646973,
97
+ "block7_k_max_spectral_norm": 0.06019234284758568,
98
+ "block7_v_update_fnorm": 1.214393973350525,
99
+ "block7_v_max_l1_linf_norm": 1.0347623825073242,
100
+ "block7_v_max_spectral_norm": 0.06020047143101692,
101
+ "block7_o_update_fnorm": 1.2375869750976562,
102
+ "block7_o_max_l1_linf_norm": 1.0322022438049316,
103
+ "block7_o_max_spectral_norm": 0.06020016968250275,
104
+ "block7_mlp_win_update_fnorm": 2.4309048652648926,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.7920589447021484,
106
+ "block7_mlp_win_max_spectral_norm": 0.11576175689697266,
107
+ "block7_mlp_wout_update_fnorm": 1.2557276487350464,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.0199451446533203,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05708446726202965,
110
+ "block11_q_update_fnorm": 1.2232816219329834,
111
+ "block11_q_max_l1_linf_norm": 1.0682706832885742,
112
+ "block11_q_max_spectral_norm": 0.060194432735443115,
113
+ "block11_k_update_fnorm": 1.2332966327667236,
114
+ "block11_k_max_l1_linf_norm": 1.0875728130340576,
115
+ "block11_k_max_spectral_norm": 0.06019861251115799,
116
+ "block11_v_update_fnorm": 1.1773386001586914,
117
+ "block11_v_max_l1_linf_norm": 1.0346384048461914,
118
+ "block11_v_max_spectral_norm": 0.06017657369375229,
119
+ "block11_o_update_fnorm": 1.2303754091262817,
120
+ "block11_o_max_l1_linf_norm": 1.032735824584961,
121
+ "block11_o_max_spectral_norm": 0.06022510677576065,
122
+ "block11_mlp_win_update_fnorm": 2.6915106773376465,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7275817394256592,
124
+ "block11_mlp_win_max_spectral_norm": 0.12044930458068848,
125
+ "block11_mlp_wout_update_fnorm": 1.2948497533798218,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2562689781188965,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06027687340974808,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0034540167544037104,
130
+ "block_total_sharpness": 0.06562646850943565,
131
+ "v_norm_block": 12.858349800109863,
132
+ "v_T_H_v_block": 10.850493907928467,
133
+ "v_norm": 74.03355407714844,
134
+ "ip_v_neg_g_hvp": 0.1309185028076172,
135
+ "cos_v_neg_g_hvp": 0.007202217821031809,
136
+ "g_hvp_norm": 0.24553091824054718,
137
+ "ip_v_neg_g_t": 1526.5748291015625,
138
+ "cos_v_neg_g_t": 0.009635957889258862,
139
+ "g_t_norm": 2139.905517578125,
140
+ "g_norm": 0.24553091824054718,
141
+ "hv_norm": 0.20971283316612244,
142
+ "cos_v_hv": 0.0007938469643704593,
143
+ "hg_norm": 3.0647406578063965,
144
+ "cos_g_hg": 0.628445565700531,
145
+ "v_parallel_norm": 0.01358235627412796,
146
+ "v_perp_norm": 74.03355407714844,
147
+ "embed_v_norm": 32.72688674926758,
148
+ "embed_cos_v_neg_g": 0.0711861103773117,
149
+ "value_embed_0_v_norm": 32.091304779052734,
150
+ "value_embed_0_cos_v_neg_g": 0.05993069335818291,
151
+ "value_embed_1_v_norm": 32.7375602722168,
152
+ "value_embed_1_cos_v_neg_g": 0.06987401098012924,
153
+ "value_embed_2_v_norm": 32.42262268066406,
154
+ "value_embed_2_cos_v_neg_g": 0.05621457099914551,
155
+ "layer_1_v_norm": 3.6878716945648193,
156
+ "layer_1_cos_v_neg_g": 0.014209138229489326,
157
+ "layer_2_v_norm": 3.7561051845550537,
158
+ "layer_2_cos_v_neg_g": 0.007921607233583927,
159
+ "layer_3_v_norm": 3.7113378047943115,
160
+ "layer_3_cos_v_neg_g": 0.04385967552661896,
161
+ "layer_4_v_norm": 3.6543195247650146,
162
+ "layer_4_cos_v_neg_g": 0.04951480031013489,
163
+ "layer_5_v_norm": 3.675119400024414,
164
+ "layer_5_cos_v_neg_g": 0.03968101739883423,
165
+ "layer_6_v_norm": 3.6810622215270996,
166
+ "layer_6_cos_v_neg_g": 0.04264878109097481,
167
+ "layer_7_v_norm": 3.6772282123565674,
168
+ "layer_7_cos_v_neg_g": 0.03818372264504433,
169
+ "layer_8_v_norm": 3.6756086349487305,
170
+ "layer_8_cos_v_neg_g": 0.03518107160925865,
171
+ "layer_9_v_norm": 3.7116105556488037,
172
+ "layer_9_cos_v_neg_g": 0.041015129536390305,
173
+ "layer_10_v_norm": 3.751919984817505,
174
+ "layer_10_cos_v_neg_g": 0.014074517413973808,
175
+ "layer_11_v_norm": 3.704082489013672,
176
+ "layer_11_cos_v_neg_g": 0.037979528307914734,
177
+ "layer_12_v_norm": 3.8520541191101074,
178
+ "layer_12_cos_v_neg_g": 0.01846950501203537,
179
+ "lm_head_v_norm": 33.041770935058594,
180
+ "lm_head_cos_v_neg_g": 0.062594473361969,
181
+ "block0_q_v_norm": 1.2457482814788818,
182
+ "block0_q_cos_v_neg_g": 0.06437331438064575,
183
+ "block0_k_v_norm": 1.2463594675064087,
184
+ "block0_k_cos_v_neg_g": 0.06732680648565292,
185
+ "block0_v_v_norm": 1.2319934368133545,
186
+ "block0_v_cos_v_neg_g": 0.029042920097708702,
187
+ "block0_o_v_norm": 1.2451101541519165,
188
+ "block0_o_cos_v_neg_g": 0.06101398169994354,
189
+ "block0_mlp_win_v_norm": 2.444422483444214,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07774446159601212,
191
+ "block0_mlp_wout_v_norm": 1.2048852443695068,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.07401835918426514,
193
+ "block3_q_v_norm": 1.2035129070281982,
194
+ "block3_q_cos_v_neg_g": 0.04110189527273178,
195
+ "block3_k_v_norm": 1.2208073139190674,
196
+ "block3_k_cos_v_neg_g": 0.04788801446557045,
197
+ "block3_v_v_norm": 1.1817357540130615,
198
+ "block3_v_cos_v_neg_g": 0.03115762211382389,
199
+ "block3_o_v_norm": 1.23139226436615,
200
+ "block3_o_cos_v_neg_g": 0.05780960991978645,
201
+ "block3_mlp_win_v_norm": 2.4422783851623535,
202
+ "block3_mlp_win_cos_v_neg_g": 0.06376124173402786,
203
+ "block3_mlp_wout_v_norm": 1.2399545907974243,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.08459938317537308,
205
+ "block7_q_v_norm": 1.225833773612976,
206
+ "block7_q_cos_v_neg_g": 0.04423890635371208,
207
+ "block7_k_v_norm": 1.2307037115097046,
208
+ "block7_k_cos_v_neg_g": 0.05402085557579994,
209
+ "block7_v_v_norm": 1.214393973350525,
210
+ "block7_v_cos_v_neg_g": 0.04252132028341293,
211
+ "block7_o_v_norm": 1.2375869750976562,
212
+ "block7_o_cos_v_neg_g": 0.05365493893623352,
213
+ "block7_mlp_win_v_norm": 2.4309048652648926,
214
+ "block7_mlp_win_cos_v_neg_g": 0.06123398616909981,
215
+ "block7_mlp_wout_v_norm": 1.2557276487350464,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08205510675907135,
217
+ "block11_q_v_norm": 1.2232816219329834,
218
+ "block11_q_cos_v_neg_g": 0.03180674463510513,
219
+ "block11_k_v_norm": 1.2332966327667236,
220
+ "block11_k_cos_v_neg_g": 0.03971942514181137,
221
+ "block11_v_v_norm": 1.1773386001586914,
222
+ "block11_v_cos_v_neg_g": 0.022657427936792374,
223
+ "block11_o_v_norm": 1.2303754091262817,
224
+ "block11_o_cos_v_neg_g": 0.03905155137181282,
225
+ "block11_mlp_win_v_norm": 2.6915106773376465,
226
+ "block11_mlp_win_cos_v_neg_g": 0.030506882816553116,
227
+ "block11_mlp_wout_v_norm": 1.2948497533798218,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.040378689765930176,
229
+ "embed_sharpness": 0.00012926432464155369,
230
+ "value_embed_0_sharpness": 2.7456618227006402e-05,
231
+ "value_embed_1_sharpness": 0.0001033903936331626,
232
+ "value_embed_2_sharpness": 0.00020323498029028997,
233
+ "layer_1_sharpness": 0.002683497907128185,
234
+ "layer_2_sharpness": 0.03171053063124418,
235
+ "layer_3_sharpness": 0.01076399814337492,
236
+ "layer_4_sharpness": 0.00847491784952581,
237
+ "layer_5_sharpness": 0.00969666475430131,
238
+ "layer_6_sharpness": 0.008813351159915328,
239
+ "layer_7_sharpness": 0.007502719759941101,
240
+ "layer_8_sharpness": 0.008925662375986576,
241
+ "layer_9_sharpness": 0.009964389726519585,
242
+ "layer_10_sharpness": 0.0019448957755230367,
243
+ "layer_11_sharpness": 0.004587675095535815,
244
+ "layer_12_sharpness": 0.1985086351633072,
245
+ "lm_head_sharpness": 0.0007186808797996491,
246
+ "block0_q_sharpness": 0.00010920555723714642,
247
+ "block0_k_sharpness": 0.00011493849524413235,
248
+ "block0_v_sharpness": 1.8109502889274154e-05,
249
+ "block0_o_sharpness": 0.00019083070219494402,
250
+ "block0_mlp_win_sharpness": 0.0007857335731387138,
251
+ "block0_mlp_wout_sharpness": 0.004328354028984904,
252
+ "block3_q_sharpness": 0.001946422504261136,
253
+ "block3_k_sharpness": 0.0010934941819868982,
254
+ "block3_v_sharpness": 0.0017967676394619048,
255
+ "block3_o_sharpness": 0.0008187315543182194,
256
+ "block3_mlp_win_sharpness": 0.0014847858692519367,
257
+ "block3_mlp_wout_sharpness": 0.0032274912809953094,
258
+ "block7_q_sharpness": 0.0033170634415000677,
259
+ "block7_k_sharpness": 0.006540142698213458,
260
+ "block7_v_sharpness": 0.006711744703352451,
261
+ "block7_o_sharpness": 0.0014245215570554137,
262
+ "block7_mlp_win_sharpness": 0.0012090997479390353,
263
+ "block7_mlp_wout_sharpness": 0.0017845681286416948,
264
+ "block11_q_sharpness": 0.0032770964317023754,
265
+ "block11_k_sharpness": 0.004688837332651019,
266
+ "block11_v_sharpness": 0.003668118850328028,
267
+ "block11_o_sharpness": 0.009101142408326268,
268
+ "block11_mlp_win_sharpness": 0.05420001223683357,
269
+ "block11_mlp_wout_sharpness": 0.5837760865688324,
270
+ "sum_layer_numerators": 4.390873380230106,
271
+ "block_diag_sharpness": 0.02655708729562887,
272
+ "cross_layer_sharpness": 0.039069381213806785
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_7500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 72.99858856201172,
3
+ "total_l1_linf_norm": 630262.125,
4
+ "total_spectral_norm": 73.03275299072266,
5
+ "embed_update_fnorm": 32.5,
6
+ "embed_max_l1_linf_norm": 13.375,
7
+ "embed_max_spectral_norm": 4.420555114746094,
8
+ "value_embed_0_update_fnorm": 31.5,
9
+ "value_embed_0_max_l1_linf_norm": 13.375,
10
+ "value_embed_0_max_spectral_norm": 2.3944613933563232,
11
+ "value_embed_1_update_fnorm": 32.25,
12
+ "value_embed_1_max_l1_linf_norm": 13.3125,
13
+ "value_embed_1_max_spectral_norm": 2.9998655319213867,
14
+ "value_embed_2_update_fnorm": 31.75,
15
+ "value_embed_2_max_l1_linf_norm": 13.3125,
16
+ "value_embed_2_max_spectral_norm": 2.512375593185425,
17
+ "layer_1_update_fnorm": 3.6340556144714355,
18
+ "layer_1_max_l1_linf_norm": 1.9652584791183472,
19
+ "layer_1_max_spectral_norm": 0.11374083906412125,
20
+ "layer_2_update_fnorm": 3.7391176223754883,
21
+ "layer_2_max_l1_linf_norm": 1.8986493349075317,
22
+ "layer_2_max_spectral_norm": 0.12040235102176666,
23
+ "layer_3_update_fnorm": 3.754978895187378,
24
+ "layer_3_max_l1_linf_norm": 1.9066179990768433,
25
+ "layer_3_max_spectral_norm": 0.1204766258597374,
26
+ "layer_4_update_fnorm": 3.679651975631714,
27
+ "layer_4_max_l1_linf_norm": 1.9205601215362549,
28
+ "layer_4_max_spectral_norm": 0.12058807909488678,
29
+ "layer_5_update_fnorm": 3.6892781257629395,
30
+ "layer_5_max_l1_linf_norm": 1.9188039302825928,
31
+ "layer_5_max_spectral_norm": 0.1204906478524208,
32
+ "layer_6_update_fnorm": 3.6830780506134033,
33
+ "layer_6_max_l1_linf_norm": 1.9281710386276245,
34
+ "layer_6_max_spectral_norm": 0.12030038237571716,
35
+ "layer_7_update_fnorm": 3.672175168991089,
36
+ "layer_7_max_l1_linf_norm": 1.9413418769836426,
37
+ "layer_7_max_spectral_norm": 0.1203753799200058,
38
+ "layer_8_update_fnorm": 3.691030740737915,
39
+ "layer_8_max_l1_linf_norm": 1.9572033882141113,
40
+ "layer_8_max_spectral_norm": 0.12050571292638779,
41
+ "layer_9_update_fnorm": 3.738694429397583,
42
+ "layer_9_max_l1_linf_norm": 1.9834481477737427,
43
+ "layer_9_max_spectral_norm": 0.12060397863388062,
44
+ "layer_10_update_fnorm": 3.763885021209717,
45
+ "layer_10_max_l1_linf_norm": 2.0515594482421875,
46
+ "layer_10_max_spectral_norm": 0.12066581845283508,
47
+ "layer_11_update_fnorm": 3.7304558753967285,
48
+ "layer_11_max_l1_linf_norm": 2.0313193798065186,
49
+ "layer_11_max_spectral_norm": 0.12063641846179962,
50
+ "layer_12_update_fnorm": 3.9064605236053467,
51
+ "layer_12_max_l1_linf_norm": 2.28804612159729,
52
+ "layer_12_max_spectral_norm": 0.12038233876228333,
53
+ "lm_head_update_fnorm": 32.65521240234375,
54
+ "lm_head_max_l1_linf_norm": 13.658344268798828,
55
+ "lm_head_max_spectral_norm": 5.6311211585998535,
56
+ "block0_q_update_fnorm": 1.2415647506713867,
57
+ "block0_q_max_l1_linf_norm": 1.0378483533859253,
58
+ "block0_q_max_spectral_norm": 0.06016187742352486,
59
+ "block0_k_update_fnorm": 1.2421201467514038,
60
+ "block0_k_max_l1_linf_norm": 1.0367021560668945,
61
+ "block0_k_max_spectral_norm": 0.06019100174307823,
62
+ "block0_v_update_fnorm": 1.2268949747085571,
63
+ "block0_v_max_l1_linf_norm": 1.042625069618225,
64
+ "block0_v_max_spectral_norm": 0.06018317490816116,
65
+ "block0_o_update_fnorm": 1.2420926094055176,
66
+ "block0_o_max_l1_linf_norm": 1.0404701232910156,
67
+ "block0_o_max_spectral_norm": 0.0602315217256546,
68
+ "block0_mlp_win_update_fnorm": 2.36643648147583,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6469677686691284,
70
+ "block0_mlp_win_max_spectral_norm": 0.11374083906412125,
71
+ "block0_mlp_wout_update_fnorm": 1.2139145135879517,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9652584791183472,
73
+ "block0_mlp_wout_max_spectral_norm": 0.058975256979465485,
74
+ "block3_q_update_fnorm": 1.1889050006866455,
75
+ "block3_q_max_l1_linf_norm": 1.0473647117614746,
76
+ "block3_q_max_spectral_norm": 0.06017370522022247,
77
+ "block3_k_update_fnorm": 1.2116706371307373,
78
+ "block3_k_max_l1_linf_norm": 1.0655584335327148,
79
+ "block3_k_max_spectral_norm": 0.060192253440618515,
80
+ "block3_v_update_fnorm": 1.1622834205627441,
81
+ "block3_v_max_l1_linf_norm": 1.0200289487838745,
82
+ "block3_v_max_spectral_norm": 0.060188449919223785,
83
+ "block3_o_update_fnorm": 1.2135814428329468,
84
+ "block3_o_max_l1_linf_norm": 1.0168299674987793,
85
+ "block3_o_max_spectral_norm": 0.060215096920728683,
86
+ "block3_mlp_win_update_fnorm": 2.526848554611206,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.7985150814056396,
88
+ "block3_mlp_win_max_spectral_norm": 0.12058807909488678,
89
+ "block3_mlp_wout_update_fnorm": 1.2039084434509277,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9205601215362549,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05705465003848076,
92
+ "block7_q_update_fnorm": 1.2043135166168213,
93
+ "block7_q_max_l1_linf_norm": 1.0713032484054565,
94
+ "block7_q_max_spectral_norm": 0.06019199267029762,
95
+ "block7_k_update_fnorm": 1.218199372291565,
96
+ "block7_k_max_l1_linf_norm": 1.0723494291305542,
97
+ "block7_k_max_spectral_norm": 0.06021169200539589,
98
+ "block7_v_update_fnorm": 1.1989116668701172,
99
+ "block7_v_max_l1_linf_norm": 1.0482280254364014,
100
+ "block7_v_max_spectral_norm": 0.06019032001495361,
101
+ "block7_o_update_fnorm": 1.2251687049865723,
102
+ "block7_o_max_l1_linf_norm": 1.0274012088775635,
103
+ "block7_o_max_spectral_norm": 0.060218874365091324,
104
+ "block7_mlp_win_update_fnorm": 2.503419876098633,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.859129548072815,
106
+ "block7_mlp_win_max_spectral_norm": 0.12050571292638779,
107
+ "block7_mlp_wout_update_fnorm": 1.2180397510528564,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.9572033882141113,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05684638395905495,
110
+ "block11_q_update_fnorm": 1.1648728847503662,
111
+ "block11_q_max_l1_linf_norm": 1.047134280204773,
112
+ "block11_q_max_spectral_norm": 0.060194555670022964,
113
+ "block11_k_update_fnorm": 1.2082456350326538,
114
+ "block11_k_max_l1_linf_norm": 1.0443434715270996,
115
+ "block11_k_max_spectral_norm": 0.06019863858819008,
116
+ "block11_v_update_fnorm": 1.1383692026138306,
117
+ "block11_v_max_l1_linf_norm": 1.026587963104248,
118
+ "block11_v_max_spectral_norm": 0.060180164873600006,
119
+ "block11_o_update_fnorm": 1.227812647819519,
120
+ "block11_o_max_l1_linf_norm": 1.03981614112854,
121
+ "block11_o_max_spectral_norm": 0.0602092407643795,
122
+ "block11_mlp_win_update_fnorm": 2.796612024307251,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6916371583938599,
124
+ "block11_mlp_win_max_spectral_norm": 0.12038233876228333,
125
+ "block11_mlp_wout_update_fnorm": 1.3487272262573242,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.28804612159729,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06021181866526604,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.002490949700586498,
130
+ "block_total_sharpness": 0.036794593557715416,
131
+ "v_norm_block": 12.900887489318848,
132
+ "v_T_H_v_block": 6.123830795288086,
133
+ "v_norm": 73.0327377319336,
134
+ "ip_v_neg_g_hvp": 0.11893482506275177,
135
+ "cos_v_neg_g_hvp": 0.00784042477607727,
136
+ "g_hvp_norm": 0.20770734548568726,
137
+ "ip_v_neg_g_t": 1432.2255859375,
138
+ "cos_v_neg_g_t": 0.03205512464046478,
139
+ "g_t_norm": 611.7815551757812,
140
+ "g_norm": 0.20770734548568726,
141
+ "hv_norm": 0.12463230639696121,
142
+ "cos_v_hv": 0.0009502999600954354,
143
+ "hg_norm": 3.003728151321411,
144
+ "cos_g_hg": 0.6789628863334656,
145
+ "v_parallel_norm": 0.016409309580922127,
146
+ "v_perp_norm": 73.0327377319336,
147
+ "embed_v_norm": 32.537681579589844,
148
+ "embed_cos_v_neg_g": 0.06928220391273499,
149
+ "value_embed_0_v_norm": 31.512935638427734,
150
+ "value_embed_0_cos_v_neg_g": 0.058211829513311386,
151
+ "value_embed_1_v_norm": 32.25775146484375,
152
+ "value_embed_1_cos_v_neg_g": 0.06703178584575653,
153
+ "value_embed_2_v_norm": 31.759395599365234,
154
+ "value_embed_2_cos_v_neg_g": 0.0511222667992115,
155
+ "layer_1_v_norm": 3.6340556144714355,
156
+ "layer_1_cos_v_neg_g": 0.01750142313539982,
157
+ "layer_2_v_norm": 3.7391176223754883,
158
+ "layer_2_cos_v_neg_g": 0.005086992867290974,
159
+ "layer_3_v_norm": 3.754978895187378,
160
+ "layer_3_cos_v_neg_g": 0.03793011233210564,
161
+ "layer_4_v_norm": 3.679651975631714,
162
+ "layer_4_cos_v_neg_g": 0.04266007989645004,
163
+ "layer_5_v_norm": 3.6892781257629395,
164
+ "layer_5_cos_v_neg_g": 0.03012898750603199,
165
+ "layer_6_v_norm": 3.6830780506134033,
166
+ "layer_6_cos_v_neg_g": 0.03952464461326599,
167
+ "layer_7_v_norm": 3.672175168991089,
168
+ "layer_7_cos_v_neg_g": 0.031221454963088036,
169
+ "layer_8_v_norm": 3.691030740737915,
170
+ "layer_8_cos_v_neg_g": 0.038014646619558334,
171
+ "layer_9_v_norm": 3.738694429397583,
172
+ "layer_9_cos_v_neg_g": 0.04288019239902496,
173
+ "layer_10_v_norm": 3.763885021209717,
174
+ "layer_10_cos_v_neg_g": 0.018602972850203514,
175
+ "layer_11_v_norm": 3.7304558753967285,
176
+ "layer_11_cos_v_neg_g": 0.038056641817092896,
177
+ "layer_12_v_norm": 3.9064605236053467,
178
+ "layer_12_cos_v_neg_g": 0.021614225581288338,
179
+ "lm_head_v_norm": 32.65521240234375,
180
+ "lm_head_cos_v_neg_g": 0.06454157084226608,
181
+ "block0_q_v_norm": 1.2415647506713867,
182
+ "block0_q_cos_v_neg_g": 0.06787194311618805,
183
+ "block0_k_v_norm": 1.2421201467514038,
184
+ "block0_k_cos_v_neg_g": 0.06758971512317657,
185
+ "block0_v_v_norm": 1.2268949747085571,
186
+ "block0_v_cos_v_neg_g": 0.0431683212518692,
187
+ "block0_o_v_norm": 1.2420926094055176,
188
+ "block0_o_cos_v_neg_g": 0.06464873254299164,
189
+ "block0_mlp_win_v_norm": 2.36643648147583,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07250624895095825,
191
+ "block0_mlp_wout_v_norm": 1.2139145135879517,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06713966280221939,
193
+ "block3_q_v_norm": 1.1889050006866455,
194
+ "block3_q_cos_v_neg_g": 0.03730713203549385,
195
+ "block3_k_v_norm": 1.2116706371307373,
196
+ "block3_k_cos_v_neg_g": 0.04148941859602928,
197
+ "block3_v_v_norm": 1.1622834205627441,
198
+ "block3_v_cos_v_neg_g": 0.03060358203947544,
199
+ "block3_o_v_norm": 1.2135814428329468,
200
+ "block3_o_cos_v_neg_g": 0.053482573479413986,
201
+ "block3_mlp_win_v_norm": 2.526848554611206,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05621785297989845,
203
+ "block3_mlp_wout_v_norm": 1.2039084434509277,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07969849556684494,
205
+ "block7_q_v_norm": 1.2043135166168213,
206
+ "block7_q_cos_v_neg_g": 0.050266459584236145,
207
+ "block7_k_v_norm": 1.218199372291565,
208
+ "block7_k_cos_v_neg_g": 0.05081246793270111,
209
+ "block7_v_v_norm": 1.1989116668701172,
210
+ "block7_v_cos_v_neg_g": 0.036305274814367294,
211
+ "block7_o_v_norm": 1.2251687049865723,
212
+ "block7_o_cos_v_neg_g": 0.05088415369391441,
213
+ "block7_mlp_win_v_norm": 2.503419876098633,
214
+ "block7_mlp_win_cos_v_neg_g": 0.058680109679698944,
215
+ "block7_mlp_wout_v_norm": 1.2180397510528564,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08100618422031403,
217
+ "block11_q_v_norm": 1.1648728847503662,
218
+ "block11_q_cos_v_neg_g": 0.029347674921154976,
219
+ "block11_k_v_norm": 1.2082456350326538,
220
+ "block11_k_cos_v_neg_g": 0.03656900301575661,
221
+ "block11_v_v_norm": 1.1383692026138306,
222
+ "block11_v_cos_v_neg_g": 0.019045308232307434,
223
+ "block11_o_v_norm": 1.227812647819519,
224
+ "block11_o_cos_v_neg_g": 0.03578757494688034,
225
+ "block11_mlp_win_v_norm": 2.796612024307251,
226
+ "block11_mlp_win_cos_v_neg_g": 0.026276903226971626,
227
+ "block11_mlp_wout_v_norm": 1.3487272262573242,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.02927754633128643,
229
+ "embed_sharpness": 9.040085024025757e-05,
230
+ "value_embed_0_sharpness": 2.648083864187356e-05,
231
+ "value_embed_1_sharpness": 6.95026210451033e-05,
232
+ "value_embed_2_sharpness": 0.0001356437169306446,
233
+ "layer_1_sharpness": 0.03483398258686066,
234
+ "layer_2_sharpness": 0.0019172828178852797,
235
+ "layer_3_sharpness": 0.003644836018793285,
236
+ "layer_4_sharpness": 0.0012767096632160246,
237
+ "layer_5_sharpness": 0.0017879617516882718,
238
+ "layer_6_sharpness": -3.63246772394632e-05,
239
+ "layer_7_sharpness": 0.001155340316472575,
240
+ "layer_8_sharpness": 0.013300324324518442,
241
+ "layer_9_sharpness": 0.0030258006881922483,
242
+ "layer_10_sharpness": 0.01906151929870248,
243
+ "layer_11_sharpness": 0.007347162812948227,
244
+ "layer_12_sharpness": 0.15358417108654976,
245
+ "lm_head_sharpness": 0.0009335398790426552,
246
+ "block0_q_sharpness": 6.857602784293704e-05,
247
+ "block0_k_sharpness": 0.00013685075464309193,
248
+ "block0_v_sharpness": 5.2262104873079807e-05,
249
+ "block0_o_sharpness": 0.00014438729704124853,
250
+ "block0_mlp_win_sharpness": 0.00047991333121899515,
251
+ "block0_mlp_wout_sharpness": 0.0027585141942836344,
252
+ "block3_q_sharpness": 0.0009622575889807194,
253
+ "block3_k_sharpness": 0.0003900739538948983,
254
+ "block3_v_sharpness": 0.0021889336640015244,
255
+ "block3_o_sharpness": 0.00048256388981826603,
256
+ "block3_mlp_win_sharpness": 0.0008035603968892246,
257
+ "block3_mlp_wout_sharpness": 0.0017213268438354135,
258
+ "block7_q_sharpness": 0.007643385557457805,
259
+ "block7_k_sharpness": 0.0023882846580818295,
260
+ "block7_v_sharpness": 0.0051493949722498655,
261
+ "block7_o_sharpness": 0.0014803825761191547,
262
+ "block7_mlp_win_sharpness": 0.0011203555623069406,
263
+ "block7_mlp_wout_sharpness": 0.001892367610707879,
264
+ "block11_q_sharpness": 0.0030908522894605994,
265
+ "block11_k_sharpness": 0.0034677557414397597,
266
+ "block11_v_sharpness": 0.003245206084102392,
267
+ "block11_o_sharpness": 0.011743430513888597,
268
+ "block11_mlp_win_sharpness": 0.007896689465269446,
269
+ "block11_mlp_wout_sharpness": 0.7226237654685974,
270
+ "sum_layer_numerators": 3.534477808034326,
271
+ "block_diag_sharpness": 0.021236653631892755,
272
+ "cross_layer_sharpness": 0.015557939925822661
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_8000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 72.7380599975586,
3
+ "total_l1_linf_norm": 632242.4375,
4
+ "total_spectral_norm": 72.75723266601562,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.25,
7
+ "embed_max_spectral_norm": 4.470970153808594,
8
+ "value_embed_0_update_fnorm": 31.5,
9
+ "value_embed_0_max_l1_linf_norm": 13.1875,
10
+ "value_embed_0_max_spectral_norm": 2.3802385330200195,
11
+ "value_embed_1_update_fnorm": 31.875,
12
+ "value_embed_1_max_l1_linf_norm": 13.3125,
13
+ "value_embed_1_max_spectral_norm": 2.938300848007202,
14
+ "value_embed_2_update_fnorm": 31.75,
15
+ "value_embed_2_max_l1_linf_norm": 13.3125,
16
+ "value_embed_2_max_spectral_norm": 2.436979055404663,
17
+ "layer_1_update_fnorm": 3.68485426902771,
18
+ "layer_1_max_l1_linf_norm": 1.9444074630737305,
19
+ "layer_1_max_spectral_norm": 0.11368655413389206,
20
+ "layer_2_update_fnorm": 3.7563021183013916,
21
+ "layer_2_max_l1_linf_norm": 1.9735939502716064,
22
+ "layer_2_max_spectral_norm": 0.12043482810258865,
23
+ "layer_3_update_fnorm": 3.7058684825897217,
24
+ "layer_3_max_l1_linf_norm": 1.984362006187439,
25
+ "layer_3_max_spectral_norm": 0.12052389234304428,
26
+ "layer_4_update_fnorm": 3.6533138751983643,
27
+ "layer_4_max_l1_linf_norm": 1.9604188203811646,
28
+ "layer_4_max_spectral_norm": 0.11704322695732117,
29
+ "layer_5_update_fnorm": 3.6722259521484375,
30
+ "layer_5_max_l1_linf_norm": 1.9872727394104004,
31
+ "layer_5_max_spectral_norm": 0.11419828236103058,
32
+ "layer_6_update_fnorm": 3.6765284538269043,
33
+ "layer_6_max_l1_linf_norm": 1.9644954204559326,
34
+ "layer_6_max_spectral_norm": 0.11476615816354752,
35
+ "layer_7_update_fnorm": 3.676149845123291,
36
+ "layer_7_max_l1_linf_norm": 2.0160880088806152,
37
+ "layer_7_max_spectral_norm": 0.11403942853212357,
38
+ "layer_8_update_fnorm": 3.673370361328125,
39
+ "layer_8_max_l1_linf_norm": 2.0274829864501953,
40
+ "layer_8_max_spectral_norm": 0.11389128863811493,
41
+ "layer_9_update_fnorm": 3.712459087371826,
42
+ "layer_9_max_l1_linf_norm": 2.0354483127593994,
43
+ "layer_9_max_spectral_norm": 0.11980044096708298,
44
+ "layer_10_update_fnorm": 3.743553400039673,
45
+ "layer_10_max_l1_linf_norm": 2.0637030601501465,
46
+ "layer_10_max_spectral_norm": 0.12054271250963211,
47
+ "layer_11_update_fnorm": 3.69732928276062,
48
+ "layer_11_max_l1_linf_norm": 2.0489501953125,
49
+ "layer_11_max_spectral_norm": 0.12040652334690094,
50
+ "layer_12_update_fnorm": 3.892352342605591,
51
+ "layer_12_max_l1_linf_norm": 2.2806549072265625,
52
+ "layer_12_max_spectral_norm": 0.12046493589878082,
53
+ "lm_head_update_fnorm": 32.579612731933594,
54
+ "lm_head_max_l1_linf_norm": 13.616243362426758,
55
+ "lm_head_max_spectral_norm": 6.667686462402344,
56
+ "block0_q_update_fnorm": 1.2464405298233032,
57
+ "block0_q_max_l1_linf_norm": 1.0464773178100586,
58
+ "block0_q_max_spectral_norm": 0.06017376109957695,
59
+ "block0_k_update_fnorm": 1.2473268508911133,
60
+ "block0_k_max_l1_linf_norm": 1.040053129196167,
61
+ "block0_k_max_spectral_norm": 0.06015400588512421,
62
+ "block0_v_update_fnorm": 1.2329427003860474,
63
+ "block0_v_max_l1_linf_norm": 1.0332701206207275,
64
+ "block0_v_max_spectral_norm": 0.06020399555563927,
65
+ "block0_o_update_fnorm": 1.2442235946655273,
66
+ "block0_o_max_l1_linf_norm": 1.0344666242599487,
67
+ "block0_o_max_spectral_norm": 0.06021495535969734,
68
+ "block0_mlp_win_update_fnorm": 2.4385054111480713,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6267271041870117,
70
+ "block0_mlp_win_max_spectral_norm": 0.11368655413389206,
71
+ "block0_mlp_wout_update_fnorm": 1.2058846950531006,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9444074630737305,
73
+ "block0_mlp_wout_max_spectral_norm": 0.0570375993847847,
74
+ "block3_q_update_fnorm": 1.2094411849975586,
75
+ "block3_q_max_l1_linf_norm": 1.0512034893035889,
76
+ "block3_q_max_spectral_norm": 0.060172345489263535,
77
+ "block3_k_update_fnorm": 1.2234898805618286,
78
+ "block3_k_max_l1_linf_norm": 1.0508873462677002,
79
+ "block3_k_max_spectral_norm": 0.06019096449017525,
80
+ "block3_v_update_fnorm": 1.1817301511764526,
81
+ "block3_v_max_l1_linf_norm": 1.0230568647384644,
82
+ "block3_v_max_spectral_norm": 0.06018403545022011,
83
+ "block3_o_update_fnorm": 1.2335525751113892,
84
+ "block3_o_max_l1_linf_norm": 1.0321993827819824,
85
+ "block3_o_max_spectral_norm": 0.0601990632712841,
86
+ "block3_mlp_win_update_fnorm": 2.435594320297241,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.762536644935608,
88
+ "block3_mlp_win_max_spectral_norm": 0.11704322695732117,
89
+ "block3_mlp_wout_update_fnorm": 1.2396070957183838,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9604188203811646,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05699125677347183,
92
+ "block7_q_update_fnorm": 1.2260982990264893,
93
+ "block7_q_max_l1_linf_norm": 1.0960047245025635,
94
+ "block7_q_max_spectral_norm": 0.060187894850969315,
95
+ "block7_k_update_fnorm": 1.2337777614593506,
96
+ "block7_k_max_l1_linf_norm": 1.0785796642303467,
97
+ "block7_k_max_spectral_norm": 0.06017862260341644,
98
+ "block7_v_update_fnorm": 1.215282678604126,
99
+ "block7_v_max_l1_linf_norm": 1.0452513694763184,
100
+ "block7_v_max_spectral_norm": 0.06019694730639458,
101
+ "block7_o_update_fnorm": 1.2352955341339111,
102
+ "block7_o_max_l1_linf_norm": 1.0290391445159912,
103
+ "block7_o_max_spectral_norm": 0.0602104477584362,
104
+ "block7_mlp_win_update_fnorm": 2.4262850284576416,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.7956571578979492,
106
+ "block7_mlp_win_max_spectral_norm": 0.11389128863811493,
107
+ "block7_mlp_wout_update_fnorm": 1.256259560585022,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.0274829864501953,
109
+ "block7_mlp_wout_max_spectral_norm": 0.057050760835409164,
110
+ "block11_q_update_fnorm": 1.218690276145935,
111
+ "block11_q_max_l1_linf_norm": 1.0413329601287842,
112
+ "block11_q_max_spectral_norm": 0.06019901856780052,
113
+ "block11_k_update_fnorm": 1.2324649095535278,
114
+ "block11_k_max_l1_linf_norm": 1.079105019569397,
115
+ "block11_k_max_spectral_norm": 0.06021290645003319,
116
+ "block11_v_update_fnorm": 1.1842949390411377,
117
+ "block11_v_max_l1_linf_norm": 1.036893606185913,
118
+ "block11_v_max_spectral_norm": 0.06019362062215805,
119
+ "block11_o_update_fnorm": 1.227832317352295,
120
+ "block11_o_max_l1_linf_norm": 1.0342061519622803,
121
+ "block11_o_max_spectral_norm": 0.06021364405751228,
122
+ "block11_mlp_win_update_fnorm": 2.703233242034912,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6344650983810425,
124
+ "block11_mlp_win_max_spectral_norm": 0.12046493589878082,
125
+ "block11_mlp_wout_update_fnorm": 1.3886981010437012,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2806549072265625,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06023271754384041,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.002718361734878272,
130
+ "block_total_sharpness": 0.05129780061542988,
131
+ "v_norm_block": 12.860603332519531,
132
+ "v_T_H_v_block": 8.484405040740967,
133
+ "v_norm": 72.7572250366211,
134
+ "ip_v_neg_g_hvp": 0.11661786586046219,
135
+ "cos_v_neg_g_hvp": 0.0067603206261992455,
136
+ "g_hvp_norm": 0.23709459602832794,
137
+ "ip_v_neg_g_t": 1402.427734375,
138
+ "cos_v_neg_g_t": 0.023783152922987938,
139
+ "g_t_norm": 810.4662475585938,
140
+ "g_norm": 0.23709459602832794,
141
+ "hv_norm": 0.10229954123497009,
142
+ "cos_v_hv": 0.0012586890952661633,
143
+ "hg_norm": 1.6711243391036987,
144
+ "cos_g_hg": 0.7845838069915771,
145
+ "v_parallel_norm": 0.013784515671432018,
146
+ "v_perp_norm": 72.7572250366211,
147
+ "embed_v_norm": 32.28529357910156,
148
+ "embed_cos_v_neg_g": 0.06707749515771866,
149
+ "value_embed_0_v_norm": 31.544069290161133,
150
+ "value_embed_0_cos_v_neg_g": 0.05490613356232643,
151
+ "value_embed_1_v_norm": 31.92285919189453,
152
+ "value_embed_1_cos_v_neg_g": 0.06281908601522446,
153
+ "value_embed_2_v_norm": 31.786026000976562,
154
+ "value_embed_2_cos_v_neg_g": 0.0498393252491951,
155
+ "layer_1_v_norm": 3.68485426902771,
156
+ "layer_1_cos_v_neg_g": 0.02125518210232258,
157
+ "layer_2_v_norm": 3.7563021183013916,
158
+ "layer_2_cos_v_neg_g": 0.004082306753844023,
159
+ "layer_3_v_norm": 3.7058684825897217,
160
+ "layer_3_cos_v_neg_g": 0.030926352366805077,
161
+ "layer_4_v_norm": 3.6533138751983643,
162
+ "layer_4_cos_v_neg_g": 0.04258284345269203,
163
+ "layer_5_v_norm": 3.6722259521484375,
164
+ "layer_5_cos_v_neg_g": 0.03319130465388298,
165
+ "layer_6_v_norm": 3.6765284538269043,
166
+ "layer_6_cos_v_neg_g": 0.04103204235434532,
167
+ "layer_7_v_norm": 3.676149845123291,
168
+ "layer_7_cos_v_neg_g": 0.04587201774120331,
169
+ "layer_8_v_norm": 3.673370122909546,
170
+ "layer_8_cos_v_neg_g": 0.039024826139211655,
171
+ "layer_9_v_norm": 3.712459087371826,
172
+ "layer_9_cos_v_neg_g": 0.039783865213394165,
173
+ "layer_10_v_norm": 3.743553400039673,
174
+ "layer_10_cos_v_neg_g": 0.018303122371435165,
175
+ "layer_11_v_norm": 3.69732928276062,
176
+ "layer_11_cos_v_neg_g": 0.04075878858566284,
177
+ "layer_12_v_norm": 3.892352342605591,
178
+ "layer_12_cos_v_neg_g": 0.01884015090763569,
179
+ "lm_head_v_norm": 32.579612731933594,
180
+ "lm_head_cos_v_neg_g": 0.06200028583407402,
181
+ "block0_q_v_norm": 1.2464405298233032,
182
+ "block0_q_cos_v_neg_g": 0.06736912578344345,
183
+ "block0_k_v_norm": 1.2473268508911133,
184
+ "block0_k_cos_v_neg_g": 0.06730539351701736,
185
+ "block0_v_v_norm": 1.2329427003860474,
186
+ "block0_v_cos_v_neg_g": 0.04234805703163147,
187
+ "block0_o_v_norm": 1.2442235946655273,
188
+ "block0_o_cos_v_neg_g": 0.06229875236749649,
189
+ "block0_mlp_win_v_norm": 2.4385054111480713,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07193516194820404,
191
+ "block0_mlp_wout_v_norm": 1.2058846950531006,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06423915922641754,
193
+ "block3_q_v_norm": 1.2094411849975586,
194
+ "block3_q_cos_v_neg_g": 0.04044462740421295,
195
+ "block3_k_v_norm": 1.2234898805618286,
196
+ "block3_k_cos_v_neg_g": 0.041554030030965805,
197
+ "block3_v_v_norm": 1.1817301511764526,
198
+ "block3_v_cos_v_neg_g": 0.026783717796206474,
199
+ "block3_o_v_norm": 1.2335525751113892,
200
+ "block3_o_cos_v_neg_g": 0.054085250943899155,
201
+ "block3_mlp_win_v_norm": 2.435594320297241,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05653625726699829,
203
+ "block3_mlp_wout_v_norm": 1.2396070957183838,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07791022956371307,
205
+ "block7_q_v_norm": 1.2260982990264893,
206
+ "block7_q_cos_v_neg_g": 0.03993925824761391,
207
+ "block7_k_v_norm": 1.2337777614593506,
208
+ "block7_k_cos_v_neg_g": 0.045726340264081955,
209
+ "block7_v_v_norm": 1.215282678604126,
210
+ "block7_v_cos_v_neg_g": 0.03521775081753731,
211
+ "block7_o_v_norm": 1.2352955341339111,
212
+ "block7_o_cos_v_neg_g": 0.04885837435722351,
213
+ "block7_mlp_win_v_norm": 2.4262850284576416,
214
+ "block7_mlp_win_cos_v_neg_g": 0.0592825748026371,
215
+ "block7_mlp_wout_v_norm": 1.256259560585022,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.081760935485363,
217
+ "block11_q_v_norm": 1.218690276145935,
218
+ "block11_q_cos_v_neg_g": 0.02539106272161007,
219
+ "block11_k_v_norm": 1.2324649095535278,
220
+ "block11_k_cos_v_neg_g": 0.03725140169262886,
221
+ "block11_v_v_norm": 1.1842949390411377,
222
+ "block11_v_cos_v_neg_g": 0.02080840989947319,
223
+ "block11_o_v_norm": 1.227832317352295,
224
+ "block11_o_cos_v_neg_g": 0.03529138118028641,
225
+ "block11_mlp_win_v_norm": 2.703233242034912,
226
+ "block11_mlp_win_cos_v_neg_g": 0.026824720203876495,
227
+ "block11_mlp_wout_v_norm": 1.3886981010437012,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.03704238310456276,
229
+ "embed_sharpness": 9.809080438571982e-05,
230
+ "value_embed_0_sharpness": 2.8695118089672178e-05,
231
+ "value_embed_1_sharpness": 7.445802839356475e-05,
232
+ "value_embed_2_sharpness": 0.00014417053534998558,
233
+ "layer_1_sharpness": 0.003843944286927581,
234
+ "layer_2_sharpness": 0.003307006205432117,
235
+ "layer_3_sharpness": 0.0040776998503133655,
236
+ "layer_4_sharpness": 0.0030024410225450993,
237
+ "layer_5_sharpness": -0.0006069860828574747,
238
+ "layer_6_sharpness": -0.001398119784425944,
239
+ "layer_7_sharpness": -0.0008130509813781828,
240
+ "layer_8_sharpness": 0.002462509204633534,
241
+ "layer_9_sharpness": 0.002549842873122543,
242
+ "layer_10_sharpness": 0.004396132891997695,
243
+ "layer_11_sharpness": 0.0021807544981129467,
244
+ "layer_12_sharpness": 0.31011486053466797,
245
+ "lm_head_sharpness": 0.0010174492781516165,
246
+ "block0_q_sharpness": 0.00018223788720206358,
247
+ "block0_k_sharpness": 0.0003067342840950005,
248
+ "block0_v_sharpness": 0.00010970317816827446,
249
+ "block0_o_sharpness": 0.00025178091163979843,
250
+ "block0_mlp_win_sharpness": 0.0004788622754858807,
251
+ "block0_mlp_wout_sharpness": 0.002234179701190442,
252
+ "block3_q_sharpness": 0.001560377364512533,
253
+ "block3_k_sharpness": 0.0009963481861632317,
254
+ "block3_v_sharpness": 0.0010023594077210873,
255
+ "block3_o_sharpness": 0.0005522659630514681,
256
+ "block3_mlp_win_sharpness": 0.0006660476356046274,
257
+ "block3_mlp_wout_sharpness": 0.0015991705586202443,
258
+ "block7_q_sharpness": 0.005331761785782874,
259
+ "block7_k_sharpness": 0.001041499403072521,
260
+ "block7_v_sharpness": 0.004806568496860564,
261
+ "block7_o_sharpness": 0.0007922007353045046,
262
+ "block7_mlp_win_sharpness": 0.0010477513424120843,
263
+ "block7_mlp_wout_sharpness": 0.0015775941428728402,
264
+ "block11_q_sharpness": 0.0021603016066364944,
265
+ "block11_k_sharpness": 0.004663855768740177,
266
+ "block11_v_sharpness": 0.002628974849358201,
267
+ "block11_o_sharpness": 0.01921695889905095,
268
+ "block11_mlp_win_sharpness": 0.045136808417737484,
269
+ "block11_mlp_wout_sharpness": 1.0984674096107483,
270
+ "sum_layer_numerators": 5.01501435033148,
271
+ "block_diag_sharpness": 0.030321417032481847,
272
+ "cross_layer_sharpness": 0.02097638358294803
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_8500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.2562255859375,
3
+ "total_l1_linf_norm": 623868.25,
4
+ "total_spectral_norm": 73.20091247558594,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.375,
7
+ "embed_max_spectral_norm": 4.932400703430176,
8
+ "value_embed_0_update_fnorm": 30.25,
9
+ "value_embed_0_max_l1_linf_norm": 13.375,
10
+ "value_embed_0_max_spectral_norm": 3.2256171703338623,
11
+ "value_embed_1_update_fnorm": 31.0,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 2.964090347290039,
14
+ "value_embed_2_update_fnorm": 31.125,
15
+ "value_embed_2_max_l1_linf_norm": 13.4375,
16
+ "value_embed_2_max_spectral_norm": 3.0668888092041016,
17
+ "layer_1_update_fnorm": 3.6098718643188477,
18
+ "layer_1_max_l1_linf_norm": 1.97416353225708,
19
+ "layer_1_max_spectral_norm": 0.11349817365407944,
20
+ "layer_2_update_fnorm": 3.736572027206421,
21
+ "layer_2_max_l1_linf_norm": 1.9749094247817993,
22
+ "layer_2_max_spectral_norm": 0.12044576555490494,
23
+ "layer_3_update_fnorm": 3.7056477069854736,
24
+ "layer_3_max_l1_linf_norm": 1.9627528190612793,
25
+ "layer_3_max_spectral_norm": 0.12061696499586105,
26
+ "layer_4_update_fnorm": 3.6453959941864014,
27
+ "layer_4_max_l1_linf_norm": 1.925473928451538,
28
+ "layer_4_max_spectral_norm": 0.12049080431461334,
29
+ "layer_5_update_fnorm": 3.6677675247192383,
30
+ "layer_5_max_l1_linf_norm": 1.9603251218795776,
31
+ "layer_5_max_spectral_norm": 0.12027953565120697,
32
+ "layer_6_update_fnorm": 3.6810827255249023,
33
+ "layer_6_max_l1_linf_norm": 1.9246132373809814,
34
+ "layer_6_max_spectral_norm": 0.12031063437461853,
35
+ "layer_7_update_fnorm": 3.68794846534729,
36
+ "layer_7_max_l1_linf_norm": 1.929307460784912,
37
+ "layer_7_max_spectral_norm": 0.12048523128032684,
38
+ "layer_8_update_fnorm": 3.7171971797943115,
39
+ "layer_8_max_l1_linf_norm": 1.9106674194335938,
40
+ "layer_8_max_spectral_norm": 0.1206030398607254,
41
+ "layer_9_update_fnorm": 3.7459661960601807,
42
+ "layer_9_max_l1_linf_norm": 1.9731682538986206,
43
+ "layer_9_max_spectral_norm": 0.12046186625957489,
44
+ "layer_10_update_fnorm": 3.7862489223480225,
45
+ "layer_10_max_l1_linf_norm": 1.986853003501892,
46
+ "layer_10_max_spectral_norm": 0.1204744502902031,
47
+ "layer_11_update_fnorm": 3.767587900161743,
48
+ "layer_11_max_l1_linf_norm": 2.005950450897217,
49
+ "layer_11_max_spectral_norm": 0.1204577311873436,
50
+ "layer_12_update_fnorm": 3.9225339889526367,
51
+ "layer_12_max_l1_linf_norm": 2.3084027767181396,
52
+ "layer_12_max_spectral_norm": 0.12046673148870468,
53
+ "lm_head_update_fnorm": 36.22279357910156,
54
+ "lm_head_max_l1_linf_norm": 13.764978408813477,
55
+ "lm_head_max_spectral_norm": 17.02750587463379,
56
+ "block0_q_update_fnorm": 1.2358450889587402,
57
+ "block0_q_max_l1_linf_norm": 1.0365514755249023,
58
+ "block0_q_max_spectral_norm": 0.060228634625673294,
59
+ "block0_k_update_fnorm": 1.2316279411315918,
60
+ "block0_k_max_l1_linf_norm": 1.0340876579284668,
61
+ "block0_k_max_spectral_norm": 0.060211341828107834,
62
+ "block0_v_update_fnorm": 1.1804614067077637,
63
+ "block0_v_max_l1_linf_norm": 1.010448932647705,
64
+ "block0_v_max_spectral_norm": 0.060183826833963394,
65
+ "block0_o_update_fnorm": 1.2306976318359375,
66
+ "block0_o_max_l1_linf_norm": 1.0319633483886719,
67
+ "block0_o_max_spectral_norm": 0.06021001189947128,
68
+ "block0_mlp_win_update_fnorm": 2.3642470836639404,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.5967895984649658,
70
+ "block0_mlp_win_max_spectral_norm": 0.11349817365407944,
71
+ "block0_mlp_wout_update_fnorm": 1.2202997207641602,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.97416353225708,
73
+ "block0_mlp_wout_max_spectral_norm": 0.059064704924821854,
74
+ "block3_q_update_fnorm": 1.179090142250061,
75
+ "block3_q_max_l1_linf_norm": 1.0460262298583984,
76
+ "block3_q_max_spectral_norm": 0.06019157916307449,
77
+ "block3_k_update_fnorm": 1.2111607789993286,
78
+ "block3_k_max_l1_linf_norm": 1.0414931774139404,
79
+ "block3_k_max_spectral_norm": 0.06019686907529831,
80
+ "block3_v_update_fnorm": 1.1300488710403442,
81
+ "block3_v_max_l1_linf_norm": 1.017134428024292,
82
+ "block3_v_max_spectral_norm": 0.06017862260341644,
83
+ "block3_o_update_fnorm": 1.2218871116638184,
84
+ "block3_o_max_l1_linf_norm": 1.0251739025115967,
85
+ "block3_o_max_spectral_norm": 0.0601925253868103,
86
+ "block3_mlp_win_update_fnorm": 2.4896469116210938,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8664026260375977,
88
+ "block3_mlp_win_max_spectral_norm": 0.12049080431461334,
89
+ "block3_mlp_wout_update_fnorm": 1.2095668315887451,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.925473928451538,
91
+ "block3_mlp_wout_max_spectral_norm": 0.056993138045072556,
92
+ "block7_q_update_fnorm": 1.2119040489196777,
93
+ "block7_q_max_l1_linf_norm": 1.0867259502410889,
94
+ "block7_q_max_spectral_norm": 0.060188665986061096,
95
+ "block7_k_update_fnorm": 1.2222522497177124,
96
+ "block7_k_max_l1_linf_norm": 1.0960590839385986,
97
+ "block7_k_max_spectral_norm": 0.06018184497952461,
98
+ "block7_v_update_fnorm": 1.187849521636963,
99
+ "block7_v_max_l1_linf_norm": 1.0307965278625488,
100
+ "block7_v_max_spectral_norm": 0.060189634561538696,
101
+ "block7_o_update_fnorm": 1.2231775522232056,
102
+ "block7_o_max_l1_linf_norm": 1.0262577533721924,
103
+ "block7_o_max_spectral_norm": 0.06021127477288246,
104
+ "block7_mlp_win_update_fnorm": 2.5577774047851562,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.9106674194335938,
106
+ "block7_mlp_win_max_spectral_norm": 0.1206030398607254,
107
+ "block7_mlp_wout_update_fnorm": 1.1855268478393555,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.90309739112854,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05688413232564926,
110
+ "block11_q_update_fnorm": 1.209110140800476,
111
+ "block11_q_max_l1_linf_norm": 1.0482778549194336,
112
+ "block11_q_max_spectral_norm": 0.06019682437181473,
113
+ "block11_k_update_fnorm": 1.2178901433944702,
114
+ "block11_k_max_l1_linf_norm": 1.04557466506958,
115
+ "block11_k_max_spectral_norm": 0.06020224466919899,
116
+ "block11_v_update_fnorm": 1.0981405973434448,
117
+ "block11_v_max_l1_linf_norm": 1.0148810148239136,
118
+ "block11_v_max_spectral_norm": 0.060162268579006195,
119
+ "block11_o_update_fnorm": 1.2262932062149048,
120
+ "block11_o_max_l1_linf_norm": 1.0226531028747559,
121
+ "block11_o_max_spectral_norm": 0.060200151056051254,
122
+ "block11_mlp_win_update_fnorm": 2.8015553951263428,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7195714712142944,
124
+ "block11_mlp_win_max_spectral_norm": 0.12046673148870468,
125
+ "block11_mlp_wout_update_fnorm": 1.3719487190246582,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.3084027767181396,
127
+ "block11_mlp_wout_max_spectral_norm": 0.060249246656894684,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.003201960353180766,
130
+ "block_total_sharpness": 0.06567591615021229,
131
+ "v_norm_block": 12.899002075195312,
132
+ "v_T_H_v_block": 10.927438974380493,
133
+ "v_norm": 73.2009048461914,
134
+ "ip_v_neg_g_hvp": 0.1204112321138382,
135
+ "cos_v_neg_g_hvp": 0.0030283706728368998,
136
+ "g_hvp_norm": 0.5431771874427795,
137
+ "ip_v_neg_g_t": 1498.5648193359375,
138
+ "cos_v_neg_g_t": 0.004869524389505386,
139
+ "g_t_norm": 4204.09521484375,
140
+ "g_norm": 0.5431771874427795,
141
+ "hv_norm": 0.30741944909095764,
142
+ "cos_v_hv": 0.0004963749088346958,
143
+ "hg_norm": 11.316814422607422,
144
+ "cos_g_hg": 0.9464786648750305,
145
+ "v_parallel_norm": 0.011040118522942066,
146
+ "v_perp_norm": 73.2009048461914,
147
+ "embed_v_norm": 32.23799514770508,
148
+ "embed_cos_v_neg_g": 0.06605932861566544,
149
+ "value_embed_0_v_norm": 30.18157386779785,
150
+ "value_embed_0_cos_v_neg_g": 0.05743720382452011,
151
+ "value_embed_1_v_norm": 30.957727432250977,
152
+ "value_embed_1_cos_v_neg_g": 0.06302538514137268,
153
+ "value_embed_2_v_norm": 31.165706634521484,
154
+ "value_embed_2_cos_v_neg_g": 0.05171562731266022,
155
+ "layer_1_v_norm": 3.6098718643188477,
156
+ "layer_1_cos_v_neg_g": 0.013489533215761185,
157
+ "layer_2_v_norm": 3.736572027206421,
158
+ "layer_2_cos_v_neg_g": 0.0035050781443715096,
159
+ "layer_3_v_norm": 3.7056477069854736,
160
+ "layer_3_cos_v_neg_g": 0.022271709516644478,
161
+ "layer_4_v_norm": 3.6453962326049805,
162
+ "layer_4_cos_v_neg_g": 0.03964167460799217,
163
+ "layer_5_v_norm": 3.6677675247192383,
164
+ "layer_5_cos_v_neg_g": 0.036326199769973755,
165
+ "layer_6_v_norm": 3.6810827255249023,
166
+ "layer_6_cos_v_neg_g": 0.032764989882707596,
167
+ "layer_7_v_norm": 3.68794846534729,
168
+ "layer_7_cos_v_neg_g": 0.027715230360627174,
169
+ "layer_8_v_norm": 3.7171974182128906,
170
+ "layer_8_cos_v_neg_g": 0.025637738406658173,
171
+ "layer_9_v_norm": 3.7459661960601807,
172
+ "layer_9_cos_v_neg_g": 0.029799815267324448,
173
+ "layer_10_v_norm": 3.7862489223480225,
174
+ "layer_10_cos_v_neg_g": 0.011216463521122932,
175
+ "layer_11_v_norm": 3.767587900161743,
176
+ "layer_11_cos_v_neg_g": 0.03304567560553551,
177
+ "layer_12_v_norm": 3.9225339889526367,
178
+ "layer_12_cos_v_neg_g": 0.020233016461133957,
179
+ "lm_head_v_norm": 36.22279357910156,
180
+ "lm_head_cos_v_neg_g": 0.05630664527416229,
181
+ "block0_q_v_norm": 1.2358450889587402,
182
+ "block0_q_cos_v_neg_g": 0.06638839840888977,
183
+ "block0_k_v_norm": 1.2316279411315918,
184
+ "block0_k_cos_v_neg_g": 0.06720664352178574,
185
+ "block0_v_v_norm": 1.1804614067077637,
186
+ "block0_v_cos_v_neg_g": 0.054388657212257385,
187
+ "block0_o_v_norm": 1.2306976318359375,
188
+ "block0_o_cos_v_neg_g": 0.0671398937702179,
189
+ "block0_mlp_win_v_norm": 2.3642470836639404,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07590590417385101,
191
+ "block0_mlp_wout_v_norm": 1.2202997207641602,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06630434840917587,
193
+ "block3_q_v_norm": 1.179090142250061,
194
+ "block3_q_cos_v_neg_g": 0.04394218698143959,
195
+ "block3_k_v_norm": 1.2111607789993286,
196
+ "block3_k_cos_v_neg_g": 0.044019754976034164,
197
+ "block3_v_v_norm": 1.1300488710403442,
198
+ "block3_v_cos_v_neg_g": 0.0288532841950655,
199
+ "block3_o_v_norm": 1.2218871116638184,
200
+ "block3_o_cos_v_neg_g": 0.051813043653964996,
201
+ "block3_mlp_win_v_norm": 2.4896469116210938,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05529187247157097,
203
+ "block3_mlp_wout_v_norm": 1.2095668315887451,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07774418592453003,
205
+ "block7_q_v_norm": 1.2119040489196777,
206
+ "block7_q_cos_v_neg_g": 0.03231131285429001,
207
+ "block7_k_v_norm": 1.2222522497177124,
208
+ "block7_k_cos_v_neg_g": 0.04370056465268135,
209
+ "block7_v_v_norm": 1.187849521636963,
210
+ "block7_v_cos_v_neg_g": 0.038912128657102585,
211
+ "block7_o_v_norm": 1.2231775522232056,
212
+ "block7_o_cos_v_neg_g": 0.0524250753223896,
213
+ "block7_mlp_win_v_norm": 2.5577774047851562,
214
+ "block7_mlp_win_cos_v_neg_g": 0.05466904491186142,
215
+ "block7_mlp_wout_v_norm": 1.1855268478393555,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08064986765384674,
217
+ "block11_q_v_norm": 1.209110140800476,
218
+ "block11_q_cos_v_neg_g": 0.02692198008298874,
219
+ "block11_k_v_norm": 1.2178901433944702,
220
+ "block11_k_cos_v_neg_g": 0.038865841925144196,
221
+ "block11_v_v_norm": 1.0981405973434448,
222
+ "block11_v_cos_v_neg_g": 0.019882725551724434,
223
+ "block11_o_v_norm": 1.2262932062149048,
224
+ "block11_o_cos_v_neg_g": 0.0328490175306797,
225
+ "block11_mlp_win_v_norm": 2.8015553951263428,
226
+ "block11_mlp_win_cos_v_neg_g": 0.026667186990380287,
227
+ "block11_mlp_wout_v_norm": 1.3719487190246582,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.03304927051067352,
229
+ "embed_sharpness": 0.0001568169827805832,
230
+ "value_embed_0_sharpness": 2.6236385565425735e-05,
231
+ "value_embed_1_sharpness": 9.03347390703857e-05,
232
+ "value_embed_2_sharpness": 0.0001347632241959218,
233
+ "layer_1_sharpness": 0.002573555801063776,
234
+ "layer_2_sharpness": 0.21714406460523605,
235
+ "layer_3_sharpness": 0.0015364019782282412,
236
+ "layer_4_sharpness": 0.0014421280939131975,
237
+ "layer_5_sharpness": 0.0012598999310284853,
238
+ "layer_6_sharpness": -0.0005052469787187874,
239
+ "layer_7_sharpness": -0.0013126440171618015,
240
+ "layer_8_sharpness": 0.00022816184355178848,
241
+ "layer_9_sharpness": 0.00258761050645262,
242
+ "layer_10_sharpness": 0.030200363136827946,
243
+ "layer_11_sharpness": 0.014452151488512754,
244
+ "layer_12_sharpness": 0.1547553688287735,
245
+ "lm_head_sharpness": 0.0009106265497393906,
246
+ "block0_q_sharpness": 0.0004140398232266307,
247
+ "block0_k_sharpness": 0.0005168218194739893,
248
+ "block0_v_sharpness": 0.00027927488554269075,
249
+ "block0_o_sharpness": 0.0005347425467334688,
250
+ "block0_mlp_win_sharpness": 0.0012849367631133646,
251
+ "block0_mlp_wout_sharpness": 0.00545000983402133,
252
+ "block3_q_sharpness": 0.0049663541140034795,
253
+ "block3_k_sharpness": 0.0011442043469287455,
254
+ "block3_v_sharpness": 0.002083373721688986,
255
+ "block3_o_sharpness": 0.0006544104107888415,
256
+ "block3_mlp_win_sharpness": 0.001371657766867429,
257
+ "block3_mlp_wout_sharpness": 0.0017576997634023428,
258
+ "block7_q_sharpness": 0.0019361524027772248,
259
+ "block7_k_sharpness": 0.001484530046582222,
260
+ "block7_v_sharpness": 0.005800963961519301,
261
+ "block7_o_sharpness": 0.0016131136799231172,
262
+ "block7_mlp_win_sharpness": 0.000993270892649889,
263
+ "block7_mlp_wout_sharpness": 0.0019370971131138504,
264
+ "block11_q_sharpness": 0.0031368692871183157,
265
+ "block11_k_sharpness": 0.007105031982064247,
266
+ "block11_v_sharpness": 0.0033845747821033,
267
+ "block11_o_sharpness": 0.006807123078033328,
268
+ "block11_mlp_win_sharpness": 0.037216588854789734,
269
+ "block11_mlp_wout_sharpness": 0.11418682336807251,
270
+ "sum_layer_numerators": 6.156464720534432,
271
+ "block_diag_sharpness": 0.0370014863347922,
272
+ "cross_layer_sharpness": 0.028674429815420087
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_9000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.88484191894531,
3
+ "total_l1_linf_norm": 636588.25,
4
+ "total_spectral_norm": 73.91475677490234,
5
+ "embed_update_fnorm": 32.5,
6
+ "embed_max_l1_linf_norm": 13.4375,
7
+ "embed_max_spectral_norm": 4.392868995666504,
8
+ "value_embed_0_update_fnorm": 32.0,
9
+ "value_embed_0_max_l1_linf_norm": 13.4375,
10
+ "value_embed_0_max_spectral_norm": 2.472846269607544,
11
+ "value_embed_1_update_fnorm": 32.5,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 2.8991427421569824,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.5,
16
+ "value_embed_2_max_spectral_norm": 2.433854818344116,
17
+ "layer_1_update_fnorm": 3.6852476596832275,
18
+ "layer_1_max_l1_linf_norm": 1.9523906707763672,
19
+ "layer_1_max_spectral_norm": 0.1136317327618599,
20
+ "layer_2_update_fnorm": 3.76074481010437,
21
+ "layer_2_max_l1_linf_norm": 1.997577428817749,
22
+ "layer_2_max_spectral_norm": 0.12043330073356628,
23
+ "layer_3_update_fnorm": 3.6920642852783203,
24
+ "layer_3_max_l1_linf_norm": 1.9815938472747803,
25
+ "layer_3_max_spectral_norm": 0.12032760679721832,
26
+ "layer_4_update_fnorm": 3.6543612480163574,
27
+ "layer_4_max_l1_linf_norm": 1.9779987335205078,
28
+ "layer_4_max_spectral_norm": 0.11508457362651825,
29
+ "layer_5_update_fnorm": 3.6714208126068115,
30
+ "layer_5_max_l1_linf_norm": 1.986703634262085,
31
+ "layer_5_max_spectral_norm": 0.11396963149309158,
32
+ "layer_6_update_fnorm": 3.676297187805176,
33
+ "layer_6_max_l1_linf_norm": 1.9999380111694336,
34
+ "layer_6_max_spectral_norm": 0.11406835913658142,
35
+ "layer_7_update_fnorm": 3.6797547340393066,
36
+ "layer_7_max_l1_linf_norm": 2.0122194290161133,
37
+ "layer_7_max_spectral_norm": 0.11407186090946198,
38
+ "layer_8_update_fnorm": 3.6703145503997803,
39
+ "layer_8_max_l1_linf_norm": 2.035580635070801,
40
+ "layer_8_max_spectral_norm": 0.11389535665512085,
41
+ "layer_9_update_fnorm": 3.7068185806274414,
42
+ "layer_9_max_l1_linf_norm": 2.045391082763672,
43
+ "layer_9_max_spectral_norm": 0.11917009204626083,
44
+ "layer_10_update_fnorm": 3.7502481937408447,
45
+ "layer_10_max_l1_linf_norm": 2.073302745819092,
46
+ "layer_10_max_spectral_norm": 0.12049971520900726,
47
+ "layer_11_update_fnorm": 3.698941469192505,
48
+ "layer_11_max_l1_linf_norm": 2.0767674446105957,
49
+ "layer_11_max_spectral_norm": 0.12030395865440369,
50
+ "layer_12_update_fnorm": 3.918543577194214,
51
+ "layer_12_max_l1_linf_norm": 2.2813222408294678,
52
+ "layer_12_max_spectral_norm": 0.12052837014198303,
53
+ "lm_head_update_fnorm": 33.1875114440918,
54
+ "lm_head_max_l1_linf_norm": 13.737184524536133,
55
+ "lm_head_max_spectral_norm": 6.456305980682373,
56
+ "block0_q_update_fnorm": 1.2456071376800537,
57
+ "block0_q_max_l1_linf_norm": 1.0484576225280762,
58
+ "block0_q_max_spectral_norm": 0.06016425043344498,
59
+ "block0_k_update_fnorm": 1.2471909523010254,
60
+ "block0_k_max_l1_linf_norm": 1.050209403038025,
61
+ "block0_k_max_spectral_norm": 0.06016070023179054,
62
+ "block0_v_update_fnorm": 1.2352898120880127,
63
+ "block0_v_max_l1_linf_norm": 1.0408806800842285,
64
+ "block0_v_max_spectral_norm": 0.060217298567295074,
65
+ "block0_o_update_fnorm": 1.2450060844421387,
66
+ "block0_o_max_l1_linf_norm": 1.044753074645996,
67
+ "block0_o_max_spectral_norm": 0.060213346034288406,
68
+ "block0_mlp_win_update_fnorm": 2.4383034706115723,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.7080888748168945,
70
+ "block0_mlp_win_max_spectral_norm": 0.1136317327618599,
71
+ "block0_mlp_wout_update_fnorm": 1.2052891254425049,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9523906707763672,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05698895454406738,
74
+ "block3_q_update_fnorm": 1.215704321861267,
75
+ "block3_q_max_l1_linf_norm": 1.0592848062515259,
76
+ "block3_q_max_spectral_norm": 0.06018795073032379,
77
+ "block3_k_update_fnorm": 1.2254081964492798,
78
+ "block3_k_max_l1_linf_norm": 1.0705358982086182,
79
+ "block3_k_max_spectral_norm": 0.06018112972378731,
80
+ "block3_v_update_fnorm": 1.1868764162063599,
81
+ "block3_v_max_l1_linf_norm": 1.0387626886367798,
82
+ "block3_v_max_spectral_norm": 0.060186002403497696,
83
+ "block3_o_update_fnorm": 1.2326571941375732,
84
+ "block3_o_max_l1_linf_norm": 1.033423662185669,
85
+ "block3_o_max_spectral_norm": 0.06022011116147041,
86
+ "block3_mlp_win_update_fnorm": 2.428407669067383,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8508970737457275,
88
+ "block3_mlp_win_max_spectral_norm": 0.11508457362651825,
89
+ "block3_mlp_wout_update_fnorm": 1.2447760105133057,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9779987335205078,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05699324607849121,
92
+ "block7_q_update_fnorm": 1.2275593280792236,
93
+ "block7_q_max_l1_linf_norm": 1.0916435718536377,
94
+ "block7_q_max_spectral_norm": 0.060202885419130325,
95
+ "block7_k_update_fnorm": 1.232479453086853,
96
+ "block7_k_max_l1_linf_norm": 1.0680949687957764,
97
+ "block7_k_max_spectral_norm": 0.060184940695762634,
98
+ "block7_v_update_fnorm": 1.220271348953247,
99
+ "block7_v_max_l1_linf_norm": 1.0333831310272217,
100
+ "block7_v_max_spectral_norm": 0.06018884852528572,
101
+ "block7_o_update_fnorm": 1.2374783754348755,
102
+ "block7_o_max_l1_linf_norm": 1.032291293144226,
103
+ "block7_o_max_spectral_norm": 0.06021619588136673,
104
+ "block7_mlp_win_update_fnorm": 2.417762517929077,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.769505262374878,
106
+ "block7_mlp_win_max_spectral_norm": 0.11389535665512085,
107
+ "block7_mlp_wout_update_fnorm": 1.2566553354263306,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.035580635070801,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05709295719861984,
110
+ "block11_q_update_fnorm": 1.2220864295959473,
111
+ "block11_q_max_l1_linf_norm": 1.048802375793457,
112
+ "block11_q_max_spectral_norm": 0.0601874515414238,
113
+ "block11_k_update_fnorm": 1.229939341545105,
114
+ "block11_k_max_l1_linf_norm": 1.0725919008255005,
115
+ "block11_k_max_spectral_norm": 0.060216665267944336,
116
+ "block11_v_update_fnorm": 1.192145586013794,
117
+ "block11_v_max_l1_linf_norm": 1.026695728302002,
118
+ "block11_v_max_spectral_norm": 0.060196589678525925,
119
+ "block11_o_update_fnorm": 1.2295894622802734,
120
+ "block11_o_max_l1_linf_norm": 1.0306930541992188,
121
+ "block11_o_max_spectral_norm": 0.06020544096827507,
122
+ "block11_mlp_win_update_fnorm": 2.7274892330169678,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.656620979309082,
124
+ "block11_mlp_win_max_spectral_norm": 0.12052837014198303,
125
+ "block11_mlp_wout_update_fnorm": 1.4057862758636475,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2813222408294678,
127
+ "block11_mlp_wout_max_spectral_norm": 0.060206785798072815,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.002763750439044088,
130
+ "block_total_sharpness": 0.06020793691277504,
131
+ "v_norm_block": 12.866945266723633,
132
+ "v_T_H_v_block": 9.967922687530518,
133
+ "v_norm": 73.91475677490234,
134
+ "ip_v_neg_g_hvp": 0.11700192093849182,
135
+ "cos_v_neg_g_hvp": 0.007031512446701527,
136
+ "g_hvp_norm": 0.225119486451149,
137
+ "ip_v_neg_g_t": 1419.58935546875,
138
+ "cos_v_neg_g_t": 0.02270987257361412,
139
+ "g_t_norm": 845.7010498046875,
140
+ "g_norm": 0.225119486451149,
141
+ "hv_norm": 0.11188282072544098,
142
+ "cos_v_hv": 0.0011887084692716599,
143
+ "hg_norm": 1.8829907178878784,
144
+ "cos_g_hg": 0.6324104070663452,
145
+ "v_parallel_norm": 0.01635826751589775,
146
+ "v_perp_norm": 73.91475677490234,
147
+ "embed_v_norm": 32.62632751464844,
148
+ "embed_cos_v_neg_g": 0.0690062865614891,
149
+ "value_embed_0_v_norm": 32.01801300048828,
150
+ "value_embed_0_cos_v_neg_g": 0.05500529333949089,
151
+ "value_embed_1_v_norm": 32.5865592956543,
152
+ "value_embed_1_cos_v_neg_g": 0.06418847292661667,
153
+ "value_embed_2_v_norm": 32.325035095214844,
154
+ "value_embed_2_cos_v_neg_g": 0.04895351827144623,
155
+ "layer_1_v_norm": 3.6852476596832275,
156
+ "layer_1_cos_v_neg_g": 0.010289482772350311,
157
+ "layer_2_v_norm": 3.76074481010437,
158
+ "layer_2_cos_v_neg_g": 0.004725158214569092,
159
+ "layer_3_v_norm": 3.6920642852783203,
160
+ "layer_3_cos_v_neg_g": 0.04285456985235214,
161
+ "layer_4_v_norm": 3.6543612480163574,
162
+ "layer_4_cos_v_neg_g": 0.039895083755254745,
163
+ "layer_5_v_norm": 3.6714208126068115,
164
+ "layer_5_cos_v_neg_g": 0.029638752341270447,
165
+ "layer_6_v_norm": 3.676297187805176,
166
+ "layer_6_cos_v_neg_g": 0.031296711415052414,
167
+ "layer_7_v_norm": 3.6797547340393066,
168
+ "layer_7_cos_v_neg_g": 0.0336562804877758,
169
+ "layer_8_v_norm": 3.6703145503997803,
170
+ "layer_8_cos_v_neg_g": 0.04043937474489212,
171
+ "layer_9_v_norm": 3.7068185806274414,
172
+ "layer_9_cos_v_neg_g": 0.03657638654112816,
173
+ "layer_10_v_norm": 3.7502481937408447,
174
+ "layer_10_cos_v_neg_g": 0.014412207528948784,
175
+ "layer_11_v_norm": 3.698941469192505,
176
+ "layer_11_cos_v_neg_g": 0.04173803701996803,
177
+ "layer_12_v_norm": 3.9185433387756348,
178
+ "layer_12_cos_v_neg_g": 0.026061762124300003,
179
+ "lm_head_v_norm": 33.1875114440918,
180
+ "lm_head_cos_v_neg_g": 0.061591941863298416,
181
+ "block0_q_v_norm": 1.2456071376800537,
182
+ "block0_q_cos_v_neg_g": 0.06564473360776901,
183
+ "block0_k_v_norm": 1.2471909523010254,
184
+ "block0_k_cos_v_neg_g": 0.06746657937765121,
185
+ "block0_v_v_norm": 1.2352898120880127,
186
+ "block0_v_cos_v_neg_g": 0.028969038277864456,
187
+ "block0_o_v_norm": 1.2450060844421387,
188
+ "block0_o_cos_v_neg_g": 0.06073872745037079,
189
+ "block0_mlp_win_v_norm": 2.4383034706115723,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07566145062446594,
191
+ "block0_mlp_wout_v_norm": 1.2052891254425049,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06834997981786728,
193
+ "block3_q_v_norm": 1.215704321861267,
194
+ "block3_q_cos_v_neg_g": 0.04252985864877701,
195
+ "block3_k_v_norm": 1.2254081964492798,
196
+ "block3_k_cos_v_neg_g": 0.048775382339954376,
197
+ "block3_v_v_norm": 1.1868764162063599,
198
+ "block3_v_cos_v_neg_g": 0.027649281546473503,
199
+ "block3_o_v_norm": 1.2326571941375732,
200
+ "block3_o_cos_v_neg_g": 0.05436690151691437,
201
+ "block3_mlp_win_v_norm": 2.428407669067383,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05947514623403549,
203
+ "block3_mlp_wout_v_norm": 1.2447760105133057,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.0791887491941452,
205
+ "block7_q_v_norm": 1.2275593280792236,
206
+ "block7_q_cos_v_neg_g": 0.04497945308685303,
207
+ "block7_k_v_norm": 1.232479453086853,
208
+ "block7_k_cos_v_neg_g": 0.04886209964752197,
209
+ "block7_v_v_norm": 1.220271348953247,
210
+ "block7_v_cos_v_neg_g": 0.034459035843610764,
211
+ "block7_o_v_norm": 1.2374783754348755,
212
+ "block7_o_cos_v_neg_g": 0.04961487278342247,
213
+ "block7_mlp_win_v_norm": 2.417762517929077,
214
+ "block7_mlp_win_cos_v_neg_g": 0.06095193326473236,
215
+ "block7_mlp_wout_v_norm": 1.2566553354263306,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08110734820365906,
217
+ "block11_q_v_norm": 1.2220864295959473,
218
+ "block11_q_cos_v_neg_g": 0.03020860068500042,
219
+ "block11_k_v_norm": 1.229939341545105,
220
+ "block11_k_cos_v_neg_g": 0.04048445075750351,
221
+ "block11_v_v_norm": 1.192145586013794,
222
+ "block11_v_cos_v_neg_g": 0.019727569073438644,
223
+ "block11_o_v_norm": 1.2295894622802734,
224
+ "block11_o_cos_v_neg_g": 0.03523756191134453,
225
+ "block11_mlp_win_v_norm": 2.7274892330169678,
226
+ "block11_mlp_win_cos_v_neg_g": 0.03089931607246399,
227
+ "block11_mlp_wout_v_norm": 1.4057862758636475,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.03706849738955498,
229
+ "embed_sharpness": 0.0001017682661768049,
230
+ "value_embed_0_sharpness": 2.910186412918847e-05,
231
+ "value_embed_1_sharpness": 6.013170241203625e-05,
232
+ "value_embed_2_sharpness": 0.00010762001329567283,
233
+ "layer_1_sharpness": 0.0026014409959316254,
234
+ "layer_2_sharpness": 0.001344456395599991,
235
+ "layer_3_sharpness": 0.0032420953502878547,
236
+ "layer_4_sharpness": 0.0028922013589181006,
237
+ "layer_5_sharpness": 0.003693695878610015,
238
+ "layer_6_sharpness": 0.003324301214888692,
239
+ "layer_7_sharpness": -0.0005863299738848582,
240
+ "layer_8_sharpness": 0.010135967982932925,
241
+ "layer_9_sharpness": 0.0021606398513540626,
242
+ "layer_10_sharpness": 0.0023758532479405403,
243
+ "layer_11_sharpness": 0.0025921372580341995,
244
+ "layer_12_sharpness": 0.3801259249448776,
245
+ "lm_head_sharpness": 0.0007642875134479254,
246
+ "block0_q_sharpness": 0.0002617975915200077,
247
+ "block0_k_sharpness": 0.00040497475129086524,
248
+ "block0_v_sharpness": 1.6156512629095232e-05,
249
+ "block0_o_sharpness": 0.0002326473404536955,
250
+ "block0_mlp_win_sharpness": 0.0005067158199381083,
251
+ "block0_mlp_wout_sharpness": 0.0025740096461959183,
252
+ "block3_q_sharpness": 0.0006487397040473297,
253
+ "block3_k_sharpness": 0.00036578743311110884,
254
+ "block3_v_sharpness": 0.0011874875344801694,
255
+ "block3_o_sharpness": 0.0005702741327695549,
256
+ "block3_mlp_win_sharpness": 0.000781936221756041,
257
+ "block3_mlp_wout_sharpness": 0.0016992063028737903,
258
+ "block7_q_sharpness": 0.0031643856782466173,
259
+ "block7_k_sharpness": 0.0011734265426639467,
260
+ "block7_v_sharpness": 0.0036093854578211904,
261
+ "block7_o_sharpness": 0.0009078904695343226,
262
+ "block7_mlp_win_sharpness": 0.0010749334178399295,
263
+ "block7_mlp_wout_sharpness": 0.0017547819879837334,
264
+ "block11_q_sharpness": 0.0032681752927601337,
265
+ "block11_k_sharpness": 0.008628892013803124,
266
+ "block11_v_sharpness": 0.0022055916488170624,
267
+ "block11_o_sharpness": 0.01979851769283414,
268
+ "block11_mlp_win_sharpness": 0.06474625132977962,
269
+ "block11_mlp_wout_sharpness": 1.1915393471717834,
270
+ "sum_layer_numerators": 6.295880199037152,
271
+ "block_diag_sharpness": 0.03802818065120274,
272
+ "cross_layer_sharpness": 0.0221797562615723
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/sharpness_step_9500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 74.29126739501953,
3
+ "total_l1_linf_norm": 635294.5,
4
+ "total_spectral_norm": 74.17581939697266,
5
+ "embed_update_fnorm": 32.5,
6
+ "embed_max_l1_linf_norm": 13.375,
7
+ "embed_max_spectral_norm": 4.445124626159668,
8
+ "value_embed_0_update_fnorm": 32.25,
9
+ "value_embed_0_max_l1_linf_norm": 13.3125,
10
+ "value_embed_0_max_spectral_norm": 2.4887535572052,
11
+ "value_embed_1_update_fnorm": 32.75,
12
+ "value_embed_1_max_l1_linf_norm": 13.375,
13
+ "value_embed_1_max_spectral_norm": 2.9831836223602295,
14
+ "value_embed_2_update_fnorm": 32.5,
15
+ "value_embed_2_max_l1_linf_norm": 13.25,
16
+ "value_embed_2_max_spectral_norm": 2.4453372955322266,
17
+ "layer_1_update_fnorm": 3.6808011531829834,
18
+ "layer_1_max_l1_linf_norm": 1.949737787246704,
19
+ "layer_1_max_spectral_norm": 0.11378919333219528,
20
+ "layer_2_update_fnorm": 3.749457359313965,
21
+ "layer_2_max_l1_linf_norm": 2.0110065937042236,
22
+ "layer_2_max_spectral_norm": 0.12040261179208755,
23
+ "layer_3_update_fnorm": 3.6937148571014404,
24
+ "layer_3_max_l1_linf_norm": 1.9831819534301758,
25
+ "layer_3_max_spectral_norm": 0.12040206044912338,
26
+ "layer_4_update_fnorm": 3.6507773399353027,
27
+ "layer_4_max_l1_linf_norm": 1.9777500629425049,
28
+ "layer_4_max_spectral_norm": 0.1168060451745987,
29
+ "layer_5_update_fnorm": 3.667717456817627,
30
+ "layer_5_max_l1_linf_norm": 1.9978357553482056,
31
+ "layer_5_max_spectral_norm": 0.11414243280887604,
32
+ "layer_6_update_fnorm": 3.6707191467285156,
33
+ "layer_6_max_l1_linf_norm": 1.9875117540359497,
34
+ "layer_6_max_spectral_norm": 0.11398392170667648,
35
+ "layer_7_update_fnorm": 3.6689131259918213,
36
+ "layer_7_max_l1_linf_norm": 2.011256217956543,
37
+ "layer_7_max_spectral_norm": 0.113993339240551,
38
+ "layer_8_update_fnorm": 3.6612532138824463,
39
+ "layer_8_max_l1_linf_norm": 2.015972375869751,
40
+ "layer_8_max_spectral_norm": 0.11369291692972183,
41
+ "layer_9_update_fnorm": 3.7066221237182617,
42
+ "layer_9_max_l1_linf_norm": 2.0294413566589355,
43
+ "layer_9_max_spectral_norm": 0.11961404234170914,
44
+ "layer_10_update_fnorm": 3.7624008655548096,
45
+ "layer_10_max_l1_linf_norm": 2.0633769035339355,
46
+ "layer_10_max_spectral_norm": 0.12064027041196823,
47
+ "layer_11_update_fnorm": 3.712338924407959,
48
+ "layer_11_max_l1_linf_norm": 2.047034978866577,
49
+ "layer_11_max_spectral_norm": 0.12049169838428497,
50
+ "layer_12_update_fnorm": 3.914855480194092,
51
+ "layer_12_max_l1_linf_norm": 2.2833943367004395,
52
+ "layer_12_max_spectral_norm": 0.12049751728773117,
53
+ "lm_head_update_fnorm": 33.13340377807617,
54
+ "lm_head_max_l1_linf_norm": 13.721647262573242,
55
+ "lm_head_max_spectral_norm": 5.981179237365723,
56
+ "block0_q_update_fnorm": 1.245490550994873,
57
+ "block0_q_max_l1_linf_norm": 1.044895887374878,
58
+ "block0_q_max_spectral_norm": 0.06019224599003792,
59
+ "block0_k_update_fnorm": 1.2466890811920166,
60
+ "block0_k_max_l1_linf_norm": 1.0489284992218018,
61
+ "block0_k_max_spectral_norm": 0.06016841158270836,
62
+ "block0_v_update_fnorm": 1.2300306558609009,
63
+ "block0_v_max_l1_linf_norm": 1.0442055463790894,
64
+ "block0_v_max_spectral_norm": 0.060201987624168396,
65
+ "block0_o_update_fnorm": 1.2461665868759155,
66
+ "block0_o_max_l1_linf_norm": 1.0389862060546875,
67
+ "block0_o_max_spectral_norm": 0.06021498516201973,
68
+ "block0_mlp_win_update_fnorm": 2.434391975402832,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.627669334411621,
70
+ "block0_mlp_win_max_spectral_norm": 0.11378919333219528,
71
+ "block0_mlp_wout_update_fnorm": 1.204351782798767,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.949737787246704,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05701224505901337,
74
+ "block3_q_update_fnorm": 1.209166407585144,
75
+ "block3_q_max_l1_linf_norm": 1.0525636672973633,
76
+ "block3_q_max_spectral_norm": 0.060188908129930496,
77
+ "block3_k_update_fnorm": 1.223602294921875,
78
+ "block3_k_max_l1_linf_norm": 1.041983962059021,
79
+ "block3_k_max_spectral_norm": 0.060200825333595276,
80
+ "block3_v_update_fnorm": 1.1877943277359009,
81
+ "block3_v_max_l1_linf_norm": 1.029239535331726,
82
+ "block3_v_max_spectral_norm": 0.06018304079771042,
83
+ "block3_o_update_fnorm": 1.232195496559143,
84
+ "block3_o_max_l1_linf_norm": 1.032249927520752,
85
+ "block3_o_max_spectral_norm": 0.06021244078874588,
86
+ "block3_mlp_win_update_fnorm": 2.4296414852142334,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8315634727478027,
88
+ "block3_mlp_win_max_spectral_norm": 0.1168060451745987,
89
+ "block3_mlp_wout_update_fnorm": 1.2395442724227905,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9777500629425049,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05694214254617691,
92
+ "block7_q_update_fnorm": 1.2198840379714966,
93
+ "block7_q_max_l1_linf_norm": 1.1030724048614502,
94
+ "block7_q_max_spectral_norm": 0.060199253261089325,
95
+ "block7_k_update_fnorm": 1.2307956218719482,
96
+ "block7_k_max_l1_linf_norm": 1.085862636566162,
97
+ "block7_k_max_spectral_norm": 0.06020260602235794,
98
+ "block7_v_update_fnorm": 1.2118819952011108,
99
+ "block7_v_max_l1_linf_norm": 1.0284998416900635,
100
+ "block7_v_max_spectral_norm": 0.060198329389095306,
101
+ "block7_o_update_fnorm": 1.233776330947876,
102
+ "block7_o_max_l1_linf_norm": 1.0309772491455078,
103
+ "block7_o_max_spectral_norm": 0.060211680829524994,
104
+ "block7_mlp_win_update_fnorm": 2.417287588119507,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.802907943725586,
106
+ "block7_mlp_win_max_spectral_norm": 0.11369291692972183,
107
+ "block7_mlp_wout_update_fnorm": 1.2519617080688477,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.015972375869751,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05701564997434616,
110
+ "block11_q_update_fnorm": 1.215704321861267,
111
+ "block11_q_max_l1_linf_norm": 1.0509774684906006,
112
+ "block11_q_max_spectral_norm": 0.06020612642168999,
113
+ "block11_k_update_fnorm": 1.2284908294677734,
114
+ "block11_k_max_l1_linf_norm": 1.060530185699463,
115
+ "block11_k_max_spectral_norm": 0.060206327587366104,
116
+ "block11_v_update_fnorm": 1.1533994674682617,
117
+ "block11_v_max_l1_linf_norm": 1.0491020679473877,
118
+ "block11_v_max_spectral_norm": 0.060178034007549286,
119
+ "block11_o_update_fnorm": 1.225935935974121,
120
+ "block11_o_max_l1_linf_norm": 1.0386717319488525,
121
+ "block11_o_max_spectral_norm": 0.060249924659729004,
122
+ "block11_mlp_win_update_fnorm": 2.7443792819976807,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6747376918792725,
124
+ "block11_mlp_win_max_spectral_norm": 0.12049751728773117,
125
+ "block11_mlp_wout_update_fnorm": 1.404995322227478,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2833943367004395,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06021192669868469,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0029679809231311083,
130
+ "block_total_sharpness": 0.057816725224256516,
131
+ "v_norm_block": 12.85973072052002,
132
+ "v_T_H_v_block": 9.561306238174438,
133
+ "v_norm": 74.1758041381836,
134
+ "ip_v_neg_g_hvp": 0.1241622120141983,
135
+ "cos_v_neg_g_hvp": 0.007913555018603802,
136
+ "g_hvp_norm": 0.21152201294898987,
137
+ "ip_v_neg_g_t": 1524.052001953125,
138
+ "cos_v_neg_g_t": 0.014011798426508904,
139
+ "g_t_norm": 1466.3702392578125,
140
+ "g_norm": 0.21152201294898987,
141
+ "hv_norm": 0.13952811062335968,
142
+ "cos_v_hv": 0.0010272364597767591,
143
+ "hg_norm": 2.659156560897827,
144
+ "cos_g_hg": 0.5298866629600525,
145
+ "v_parallel_norm": 0.021602371707558632,
146
+ "v_perp_norm": 74.17579650878906,
147
+ "embed_v_norm": 32.61741256713867,
148
+ "embed_cos_v_neg_g": 0.06716423481702805,
149
+ "value_embed_0_v_norm": 32.23597717285156,
150
+ "value_embed_0_cos_v_neg_g": 0.05586972087621689,
151
+ "value_embed_1_v_norm": 32.82603073120117,
152
+ "value_embed_1_cos_v_neg_g": 0.06356511265039444,
153
+ "value_embed_2_v_norm": 32.530826568603516,
154
+ "value_embed_2_cos_v_neg_g": 0.05527804046869278,
155
+ "layer_1_v_norm": 3.6808011531829834,
156
+ "layer_1_cos_v_neg_g": 0.017450686544179916,
157
+ "layer_2_v_norm": 3.749457359313965,
158
+ "layer_2_cos_v_neg_g": 0.008223611861467361,
159
+ "layer_3_v_norm": 3.6937148571014404,
160
+ "layer_3_cos_v_neg_g": 0.034284260123968124,
161
+ "layer_4_v_norm": 3.6507773399353027,
162
+ "layer_4_cos_v_neg_g": 0.04011191427707672,
163
+ "layer_5_v_norm": 3.667717456817627,
164
+ "layer_5_cos_v_neg_g": 0.032818932086229324,
165
+ "layer_6_v_norm": 3.6707191467285156,
166
+ "layer_6_cos_v_neg_g": 0.02795390971004963,
167
+ "layer_7_v_norm": 3.6689131259918213,
168
+ "layer_7_cos_v_neg_g": 0.02307688072323799,
169
+ "layer_8_v_norm": 3.6612532138824463,
170
+ "layer_8_cos_v_neg_g": 0.02532285824418068,
171
+ "layer_9_v_norm": 3.7066221237182617,
172
+ "layer_9_cos_v_neg_g": 0.043571773916482925,
173
+ "layer_10_v_norm": 3.7624008655548096,
174
+ "layer_10_cos_v_neg_g": 0.019025536254048347,
175
+ "layer_11_v_norm": 3.712338924407959,
176
+ "layer_11_cos_v_neg_g": 0.03730608895421028,
177
+ "layer_12_v_norm": 3.914855480194092,
178
+ "layer_12_cos_v_neg_g": 0.02144143171608448,
179
+ "lm_head_v_norm": 33.13340377807617,
180
+ "lm_head_cos_v_neg_g": 0.06306962668895721,
181
+ "block0_q_v_norm": 1.245490550994873,
182
+ "block0_q_cos_v_neg_g": 0.05659712851047516,
183
+ "block0_k_v_norm": 1.2466890811920166,
184
+ "block0_k_cos_v_neg_g": 0.055739857256412506,
185
+ "block0_v_v_norm": 1.2300306558609009,
186
+ "block0_v_cos_v_neg_g": 0.03286243975162506,
187
+ "block0_o_v_norm": 1.2461665868759155,
188
+ "block0_o_cos_v_neg_g": 0.05570969730615616,
189
+ "block0_mlp_win_v_norm": 2.434391975402832,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07305935770273209,
191
+ "block0_mlp_wout_v_norm": 1.204351782798767,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06895130127668381,
193
+ "block3_q_v_norm": 1.209166407585144,
194
+ "block3_q_cos_v_neg_g": 0.042933836579322815,
195
+ "block3_k_v_norm": 1.223602294921875,
196
+ "block3_k_cos_v_neg_g": 0.044576432555913925,
197
+ "block3_v_v_norm": 1.1877943277359009,
198
+ "block3_v_cos_v_neg_g": 0.030407771468162537,
199
+ "block3_o_v_norm": 1.232195496559143,
200
+ "block3_o_cos_v_neg_g": 0.05730896815657616,
201
+ "block3_mlp_win_v_norm": 2.4296414852142334,
202
+ "block3_mlp_win_cos_v_neg_g": 0.06255524605512619,
203
+ "block3_mlp_wout_v_norm": 1.2395442724227905,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.08410658687353134,
205
+ "block7_q_v_norm": 1.2198840379714966,
206
+ "block7_q_cos_v_neg_g": 0.03973957896232605,
207
+ "block7_k_v_norm": 1.2307956218719482,
208
+ "block7_k_cos_v_neg_g": 0.04689500853419304,
209
+ "block7_v_v_norm": 1.2118819952011108,
210
+ "block7_v_cos_v_neg_g": 0.04064133018255234,
211
+ "block7_o_v_norm": 1.233776330947876,
212
+ "block7_o_cos_v_neg_g": 0.05292734131217003,
213
+ "block7_mlp_win_v_norm": 2.417287588119507,
214
+ "block7_mlp_win_cos_v_neg_g": 0.06227981299161911,
215
+ "block7_mlp_wout_v_norm": 1.2519617080688477,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08343618363142014,
217
+ "block11_q_v_norm": 1.215704321861267,
218
+ "block11_q_cos_v_neg_g": 0.02612660638988018,
219
+ "block11_k_v_norm": 1.2284908294677734,
220
+ "block11_k_cos_v_neg_g": 0.03808101266622543,
221
+ "block11_v_v_norm": 1.1533994674682617,
222
+ "block11_v_cos_v_neg_g": 0.021071957424283028,
223
+ "block11_o_v_norm": 1.225935935974121,
224
+ "block11_o_cos_v_neg_g": 0.033737003803253174,
225
+ "block11_mlp_win_v_norm": 2.7443792819976807,
226
+ "block11_mlp_win_cos_v_neg_g": 0.02714286558330059,
227
+ "block11_mlp_wout_v_norm": 1.404995322227478,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.034434136003255844,
229
+ "embed_sharpness": 5.009208143746946e-05,
230
+ "value_embed_0_sharpness": 2.051229057542514e-05,
231
+ "value_embed_1_sharpness": 5.148975287738722e-05,
232
+ "value_embed_2_sharpness": 0.00014993252625572495,
233
+ "layer_1_sharpness": 0.019542372319847345,
234
+ "layer_2_sharpness": 0.015279923100024462,
235
+ "layer_3_sharpness": 0.005617815884761512,
236
+ "layer_4_sharpness": 0.003632672131061554,
237
+ "layer_5_sharpness": 0.0003035045228898525,
238
+ "layer_6_sharpness": -0.0006331191543722525,
239
+ "layer_7_sharpness": -0.0016440287581644952,
240
+ "layer_8_sharpness": 0.006578686181455851,
241
+ "layer_9_sharpness": 0.0065246885642409325,
242
+ "layer_10_sharpness": 0.007316990057006478,
243
+ "layer_11_sharpness": 0.004542692564427853,
244
+ "layer_12_sharpness": 0.35803990066051483,
245
+ "lm_head_sharpness": 0.0012461406004149467,
246
+ "block0_q_sharpness": 3.591101176425582e-05,
247
+ "block0_k_sharpness": 8.696358781890012e-05,
248
+ "block0_v_sharpness": 3.102277423749911e-05,
249
+ "block0_o_sharpness": 0.00015454931781277992,
250
+ "block0_mlp_win_sharpness": 0.00041923778189811856,
251
+ "block0_mlp_wout_sharpness": 0.0018403020221740007,
252
+ "block3_q_sharpness": 0.001554506889078766,
253
+ "block3_k_sharpness": 0.0008426184067502618,
254
+ "block3_v_sharpness": 0.0012542495678644627,
255
+ "block3_o_sharpness": 0.0005068136961199343,
256
+ "block3_mlp_win_sharpness": 0.0009475716215092689,
257
+ "block3_mlp_wout_sharpness": 0.0018094110419042408,
258
+ "block7_q_sharpness": 0.010049029486253858,
259
+ "block7_k_sharpness": 0.0017583511071279645,
260
+ "block7_v_sharpness": 0.0053327358327806,
261
+ "block7_o_sharpness": 0.0011347218824084848,
262
+ "block7_mlp_win_sharpness": 0.0013801970053464174,
263
+ "block7_mlp_wout_sharpness": 0.0016310708597302437,
264
+ "block11_q_sharpness": 0.0022074784501455724,
265
+ "block11_k_sharpness": 0.0048188535729423165,
266
+ "block11_v_sharpness": 0.0030981424497440457,
267
+ "block11_o_sharpness": 0.01648602308705449,
268
+ "block11_mlp_win_sharpness": 0.045532772317528725,
269
+ "block11_mlp_wout_sharpness": 1.367062121629715,
270
+ "sum_layer_numerators": 6.409426760495586,
271
+ "block_diag_sharpness": 0.038757471821360065,
272
+ "cross_layer_sharpness": 0.01905925340289645
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_42/training_log_f0a70572-318b-4834-b784-5a9956e99aec.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/config.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 43,
5
+ "optimizer_mode": 0,
6
+ "model_parameterization": "qkvo",
7
+ "adam_lr": 0.02,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "/home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean/layer_wise",
10
+ "analyze_sharpness": true,
11
+ "sharpness_analysis_interval": 500,
12
+ "hvp_seq_fraction": 0.125
13
+ },
14
+ "hyperparameters": {
15
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
16
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
17
+ "val_tokens": 1966080,
18
+ "train_seq_len": 12288,
19
+ "val_seq_len": 65536,
20
+ "num_iterations": 10000,
21
+ "cooldown_frac": 0,
22
+ "vocab_size": 50257,
23
+ "val_loss_every": 500,
24
+ "save_checkpoint": false
25
+ },
26
+ "run_uuid_for_log": "848ba47e-5261-4741-9489-a058bf734fdd",
27
+ "code_sha256": "4c94990a9f24ec348ce6a84d8c994f027ae9c4f7ee0a5dbad22e76ffa1049799"
28
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_1000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.64632415771484,
3
+ "total_l1_linf_norm": 678078.9375,
4
+ "total_spectral_norm": 73.61671447753906,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.5625,
7
+ "embed_max_spectral_norm": 6.221624851226807,
8
+ "value_embed_0_update_fnorm": 31.625,
9
+ "value_embed_0_max_l1_linf_norm": 13.5,
10
+ "value_embed_0_max_spectral_norm": 3.329555034637451,
11
+ "value_embed_1_update_fnorm": 32.25,
12
+ "value_embed_1_max_l1_linf_norm": 13.5,
13
+ "value_embed_1_max_spectral_norm": 4.116791725158691,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.5,
16
+ "value_embed_2_max_spectral_norm": 3.536058187484741,
17
+ "layer_1_update_fnorm": 3.730985164642334,
18
+ "layer_1_max_l1_linf_norm": 2.047328472137451,
19
+ "layer_1_max_spectral_norm": 0.11370307207107544,
20
+ "layer_2_update_fnorm": 3.7445626258850098,
21
+ "layer_2_max_l1_linf_norm": 2.086639881134033,
22
+ "layer_2_max_spectral_norm": 0.12047215551137924,
23
+ "layer_3_update_fnorm": 3.7070059776306152,
24
+ "layer_3_max_l1_linf_norm": 1.87558913230896,
25
+ "layer_3_max_spectral_norm": 0.120403952896595,
26
+ "layer_4_update_fnorm": 3.7580206394195557,
27
+ "layer_4_max_l1_linf_norm": 1.945777177810669,
28
+ "layer_4_max_spectral_norm": 0.12040697038173676,
29
+ "layer_5_update_fnorm": 3.7129406929016113,
30
+ "layer_5_max_l1_linf_norm": 1.9312376976013184,
31
+ "layer_5_max_spectral_norm": 0.12044661492109299,
32
+ "layer_6_update_fnorm": 3.7313709259033203,
33
+ "layer_6_max_l1_linf_norm": 2.0191092491149902,
34
+ "layer_6_max_spectral_norm": 0.12049058824777603,
35
+ "layer_7_update_fnorm": 3.746279239654541,
36
+ "layer_7_max_l1_linf_norm": 1.9539966583251953,
37
+ "layer_7_max_spectral_norm": 0.12044205516576767,
38
+ "layer_8_update_fnorm": 3.760256767272949,
39
+ "layer_8_max_l1_linf_norm": 1.9561588764190674,
40
+ "layer_8_max_spectral_norm": 0.120494045317173,
41
+ "layer_9_update_fnorm": 3.811086893081665,
42
+ "layer_9_max_l1_linf_norm": 1.9456593990325928,
43
+ "layer_9_max_spectral_norm": 0.12044361978769302,
44
+ "layer_10_update_fnorm": 3.7720954418182373,
45
+ "layer_10_max_l1_linf_norm": 1.8938710689544678,
46
+ "layer_10_max_spectral_norm": 0.12040795385837555,
47
+ "layer_11_update_fnorm": 3.7254674434661865,
48
+ "layer_11_max_l1_linf_norm": 2.019932746887207,
49
+ "layer_11_max_spectral_norm": 0.12044801563024521,
50
+ "layer_12_update_fnorm": 3.7585582733154297,
51
+ "layer_12_max_l1_linf_norm": 2.156583547592163,
52
+ "layer_12_max_spectral_norm": 0.12044219672679901,
53
+ "lm_head_update_fnorm": 33.5758171081543,
54
+ "lm_head_max_l1_linf_norm": 14.704225540161133,
55
+ "lm_head_max_spectral_norm": 8.754194259643555,
56
+ "block0_q_update_fnorm": 1.2540532350540161,
57
+ "block0_q_max_l1_linf_norm": 1.0484580993652344,
58
+ "block0_q_max_spectral_norm": 0.06014687567949295,
59
+ "block0_k_update_fnorm": 1.2524508237838745,
60
+ "block0_k_max_l1_linf_norm": 1.0721967220306396,
61
+ "block0_k_max_spectral_norm": 0.06018080562353134,
62
+ "block0_v_update_fnorm": 1.2414664030075073,
63
+ "block0_v_max_l1_linf_norm": 1.059286117553711,
64
+ "block0_v_max_spectral_norm": 0.06021735444664955,
65
+ "block0_o_update_fnorm": 1.239454746246338,
66
+ "block0_o_max_l1_linf_norm": 1.0355091094970703,
67
+ "block0_o_max_spectral_norm": 0.06021856144070625,
68
+ "block0_mlp_win_update_fnorm": 2.4570748805999756,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6211533546447754,
70
+ "block0_mlp_win_max_spectral_norm": 0.11370307207107544,
71
+ "block0_mlp_wout_update_fnorm": 1.2899169921875,
72
+ "block0_mlp_wout_max_l1_linf_norm": 2.047328472137451,
73
+ "block0_mlp_wout_max_spectral_norm": 0.06022217497229576,
74
+ "block3_q_update_fnorm": 1.17978835105896,
75
+ "block3_q_max_l1_linf_norm": 1.0392708778381348,
76
+ "block3_q_max_spectral_norm": 0.06018831580877304,
77
+ "block3_k_update_fnorm": 1.2020490169525146,
78
+ "block3_k_max_l1_linf_norm": 1.0500857830047607,
79
+ "block3_k_max_spectral_norm": 0.06019091233611107,
80
+ "block3_v_update_fnorm": 1.1536036729812622,
81
+ "block3_v_max_l1_linf_norm": 1.021583914756775,
82
+ "block3_v_max_spectral_norm": 0.060185790061950684,
83
+ "block3_o_update_fnorm": 1.217623233795166,
84
+ "block3_o_max_l1_linf_norm": 1.023456335067749,
85
+ "block3_o_max_spectral_norm": 0.060192376375198364,
86
+ "block3_mlp_win_update_fnorm": 2.6426846981048584,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.945777177810669,
88
+ "block3_mlp_win_max_spectral_norm": 0.12040697038173676,
89
+ "block3_mlp_wout_update_fnorm": 1.2200288772583008,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.8537213802337646,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05706251785159111,
92
+ "block7_q_update_fnorm": 1.1511226892471313,
93
+ "block7_q_max_l1_linf_norm": 1.0639209747314453,
94
+ "block7_q_max_spectral_norm": 0.06015850231051445,
95
+ "block7_k_update_fnorm": 1.183854579925537,
96
+ "block7_k_max_l1_linf_norm": 1.0647510290145874,
97
+ "block7_k_max_spectral_norm": 0.06020680442452431,
98
+ "block7_v_update_fnorm": 1.127352237701416,
99
+ "block7_v_max_l1_linf_norm": 1.039400577545166,
100
+ "block7_v_max_spectral_norm": 0.06019679456949234,
101
+ "block7_o_update_fnorm": 1.1761561632156372,
102
+ "block7_o_max_l1_linf_norm": 0.9909204244613647,
103
+ "block7_o_max_spectral_norm": 0.060194410383701324,
104
+ "block7_mlp_win_update_fnorm": 2.6985628604888916,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.9561588764190674,
106
+ "block7_mlp_win_max_spectral_norm": 0.120494045317173,
107
+ "block7_mlp_wout_update_fnorm": 1.2149919271469116,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.825716257095337,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05698864534497261,
110
+ "block11_q_update_fnorm": 1.1382389068603516,
111
+ "block11_q_max_l1_linf_norm": 1.0480965375900269,
112
+ "block11_q_max_spectral_norm": 0.060167111456394196,
113
+ "block11_k_update_fnorm": 1.1747422218322754,
114
+ "block11_k_max_l1_linf_norm": 1.0537530183792114,
115
+ "block11_k_max_spectral_norm": 0.06019628793001175,
116
+ "block11_v_update_fnorm": 1.1542118787765503,
117
+ "block11_v_max_l1_linf_norm": 1.0285396575927734,
118
+ "block11_v_max_spectral_norm": 0.06019037961959839,
119
+ "block11_o_update_fnorm": 1.242956519126892,
120
+ "block11_o_max_l1_linf_norm": 1.0337939262390137,
121
+ "block11_o_max_spectral_norm": 0.06021083518862724,
122
+ "block11_mlp_win_update_fnorm": 2.606562376022339,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.625190258026123,
124
+ "block11_mlp_win_max_spectral_norm": 0.12044219672679901,
125
+ "block11_mlp_wout_update_fnorm": 1.3339062929153442,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.156583547592163,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06021547317504883,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.009505371563136578,
130
+ "block_total_sharpness": 0.21936513483524323,
131
+ "v_norm_block": 12.978782653808594,
132
+ "v_T_H_v_block": 36.9517936706543,
133
+ "v_norm": 73.61669921875,
134
+ "ip_v_neg_g_hvp": 0.1689985990524292,
135
+ "cos_v_neg_g_hvp": 0.004601719789206982,
136
+ "g_hvp_norm": 0.49886906147003174,
137
+ "ip_v_neg_g_t": 2405.03076171875,
138
+ "cos_v_neg_g_t": 0.02162344753742218,
139
+ "g_t_norm": 1510.8431396484375,
140
+ "g_norm": 0.49886906147003174,
141
+ "hv_norm": 0.5669261813163757,
142
+ "cos_v_hv": 0.0008035773644223809,
143
+ "hg_norm": 10.601871490478516,
144
+ "cos_g_hg": 0.7905684113502502,
145
+ "v_parallel_norm": 0.009247052483260632,
146
+ "v_perp_norm": 73.61669921875,
147
+ "embed_v_norm": 32.32605743408203,
148
+ "embed_cos_v_neg_g": 0.05637451633810997,
149
+ "value_embed_0_v_norm": 31.628414154052734,
150
+ "value_embed_0_cos_v_neg_g": 0.04128175973892212,
151
+ "value_embed_1_v_norm": 32.22713088989258,
152
+ "value_embed_1_cos_v_neg_g": 0.052228860557079315,
153
+ "value_embed_2_v_norm": 32.24466323852539,
154
+ "value_embed_2_cos_v_neg_g": 0.05639788135886192,
155
+ "layer_1_v_norm": 3.730985164642334,
156
+ "layer_1_cos_v_neg_g": 0.02473810501396656,
157
+ "layer_2_v_norm": 3.7445626258850098,
158
+ "layer_2_cos_v_neg_g": 0.0015924596227705479,
159
+ "layer_3_v_norm": 3.7070059776306152,
160
+ "layer_3_cos_v_neg_g": 0.02085813321173191,
161
+ "layer_4_v_norm": 3.7580206394195557,
162
+ "layer_4_cos_v_neg_g": 0.023453611880540848,
163
+ "layer_5_v_norm": 3.7129406929016113,
164
+ "layer_5_cos_v_neg_g": 0.021764997392892838,
165
+ "layer_6_v_norm": 3.7313709259033203,
166
+ "layer_6_cos_v_neg_g": 0.02306067943572998,
167
+ "layer_7_v_norm": 3.746279239654541,
168
+ "layer_7_cos_v_neg_g": 0.022553661838173866,
169
+ "layer_8_v_norm": 3.760256767272949,
170
+ "layer_8_cos_v_neg_g": 0.01579136587679386,
171
+ "layer_9_v_norm": 3.811086893081665,
172
+ "layer_9_cos_v_neg_g": 0.01864565536379814,
173
+ "layer_10_v_norm": 3.7720954418182373,
174
+ "layer_10_cos_v_neg_g": 0.016606511548161507,
175
+ "layer_11_v_norm": 3.7254674434661865,
176
+ "layer_11_cos_v_neg_g": 0.022517789155244827,
177
+ "layer_12_v_norm": 3.7585580348968506,
178
+ "layer_12_cos_v_neg_g": 0.027403557673096657,
179
+ "lm_head_v_norm": 33.5758171081543,
180
+ "lm_head_cos_v_neg_g": 0.06654554605484009,
181
+ "block0_q_v_norm": 1.2540532350540161,
182
+ "block0_q_cos_v_neg_g": 0.043136708438396454,
183
+ "block0_k_v_norm": 1.2524508237838745,
184
+ "block0_k_cos_v_neg_g": 0.039710596203804016,
185
+ "block0_v_v_norm": 1.2414664030075073,
186
+ "block0_v_cos_v_neg_g": 0.022182831540703773,
187
+ "block0_o_v_norm": 1.239454746246338,
188
+ "block0_o_cos_v_neg_g": 0.03334596008062363,
189
+ "block0_mlp_win_v_norm": 2.4570748805999756,
190
+ "block0_mlp_win_cos_v_neg_g": 0.06174563989043236,
191
+ "block0_mlp_wout_v_norm": 1.2899169921875,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.0404890812933445,
193
+ "block3_q_v_norm": 1.17978835105896,
194
+ "block3_q_cos_v_neg_g": 0.017545506358146667,
195
+ "block3_k_v_norm": 1.2020490169525146,
196
+ "block3_k_cos_v_neg_g": 0.02333073690533638,
197
+ "block3_v_v_norm": 1.1536036729812622,
198
+ "block3_v_cos_v_neg_g": 0.014740153215825558,
199
+ "block3_o_v_norm": 1.217623233795166,
200
+ "block3_o_cos_v_neg_g": 0.031740229576826096,
201
+ "block3_mlp_win_v_norm": 2.6426846981048584,
202
+ "block3_mlp_win_cos_v_neg_g": 0.03549913316965103,
203
+ "block3_mlp_wout_v_norm": 1.2200288772583008,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.05846259742975235,
205
+ "block7_q_v_norm": 1.1511226892471313,
206
+ "block7_q_cos_v_neg_g": 0.020789729431271553,
207
+ "block7_k_v_norm": 1.183854579925537,
208
+ "block7_k_cos_v_neg_g": 0.03887823224067688,
209
+ "block7_v_v_norm": 1.127352237701416,
210
+ "block7_v_cos_v_neg_g": 0.022004224359989166,
211
+ "block7_o_v_norm": 1.1761561632156372,
212
+ "block7_o_cos_v_neg_g": 0.029647033661603928,
213
+ "block7_mlp_win_v_norm": 2.6985628604888916,
214
+ "block7_mlp_win_cos_v_neg_g": 0.03195629641413689,
215
+ "block7_mlp_wout_v_norm": 1.2149919271469116,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.06760059297084808,
217
+ "block11_q_v_norm": 1.1382389068603516,
218
+ "block11_q_cos_v_neg_g": 0.026206525042653084,
219
+ "block11_k_v_norm": 1.1747422218322754,
220
+ "block11_k_cos_v_neg_g": 0.031838007271289825,
221
+ "block11_v_v_norm": 1.1542118787765503,
222
+ "block11_v_cos_v_neg_g": 0.02089856006205082,
223
+ "block11_o_v_norm": 1.242956519126892,
224
+ "block11_o_cos_v_neg_g": 0.04407591372728348,
225
+ "block11_mlp_win_v_norm": 2.606562376022339,
226
+ "block11_mlp_win_cos_v_neg_g": 0.041032664477825165,
227
+ "block11_mlp_wout_v_norm": 1.3339062929153442,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04653531312942505,
229
+ "embed_sharpness": 0.00028517591999843717,
230
+ "value_embed_0_sharpness": 1.379835202897084e-05,
231
+ "value_embed_1_sharpness": 8.000529851415195e-05,
232
+ "value_embed_2_sharpness": 0.00015900157086434774,
233
+ "layer_1_sharpness": 0.0373672004789114,
234
+ "layer_2_sharpness": 0.13392217084765434,
235
+ "layer_3_sharpness": 0.019701506942510605,
236
+ "layer_4_sharpness": 0.011261866427958012,
237
+ "layer_5_sharpness": 0.023541899397969246,
238
+ "layer_6_sharpness": 0.01441442035138607,
239
+ "layer_7_sharpness": 0.029898508451879025,
240
+ "layer_8_sharpness": 0.03248061239719391,
241
+ "layer_9_sharpness": 0.011825830210000277,
242
+ "layer_10_sharpness": 0.038423795253038406,
243
+ "layer_11_sharpness": 0.04723275639116764,
244
+ "layer_12_sharpness": 0.2240641862154007,
245
+ "lm_head_sharpness": 0.0019953324808739126,
246
+ "block0_q_sharpness": 0.0012058040883857757,
247
+ "block0_k_sharpness": 0.0009515561687294394,
248
+ "block0_v_sharpness": 0.0001329448859905824,
249
+ "block0_o_sharpness": 0.0007958828355185688,
250
+ "block0_mlp_win_sharpness": 0.006903002969920635,
251
+ "block0_mlp_wout_sharpness": 0.028065442107617855,
252
+ "block3_q_sharpness": 0.004648599307984114,
253
+ "block3_k_sharpness": 0.002422733057755977,
254
+ "block3_v_sharpness": 0.01186480326578021,
255
+ "block3_o_sharpness": 0.002048941736575216,
256
+ "block3_mlp_win_sharpness": 0.0032874138560146093,
257
+ "block3_mlp_wout_sharpness": 0.0063004991970956326,
258
+ "block7_q_sharpness": 0.007176234852522612,
259
+ "block7_k_sharpness": 0.01160337869077921,
260
+ "block7_v_sharpness": 0.04596501309424639,
261
+ "block7_o_sharpness": 0.02071730699390173,
262
+ "block7_mlp_win_sharpness": 0.0009036597912199795,
263
+ "block7_mlp_wout_sharpness": 0.0028388994396664202,
264
+ "block11_q_sharpness": 0.03839816898107529,
265
+ "block11_k_sharpness": 0.036081056110560894,
266
+ "block11_v_sharpness": 0.050024187192320824,
267
+ "block11_o_sharpness": 0.020049212034791708,
268
+ "block11_mlp_win_sharpness": 0.10122205317020416,
269
+ "block11_mlp_wout_sharpness": 0.12208186089992523,
270
+ "sum_layer_numerators": 8.771216178983515,
271
+ "block_diag_sharpness": 0.05207051770004866,
272
+ "cross_layer_sharpness": 0.16729461713519456
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_10000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 74.24382781982422,
3
+ "total_l1_linf_norm": 638026.125,
4
+ "total_spectral_norm": 74.24761962890625,
5
+ "embed_update_fnorm": 33.0,
6
+ "embed_max_l1_linf_norm": 13.375,
7
+ "embed_max_spectral_norm": 4.260977745056152,
8
+ "value_embed_0_update_fnorm": 31.875,
9
+ "value_embed_0_max_l1_linf_norm": 13.375,
10
+ "value_embed_0_max_spectral_norm": 2.418264389038086,
11
+ "value_embed_1_update_fnorm": 32.75,
12
+ "value_embed_1_max_l1_linf_norm": 13.3125,
13
+ "value_embed_1_max_spectral_norm": 2.726273775100708,
14
+ "value_embed_2_update_fnorm": 32.5,
15
+ "value_embed_2_max_l1_linf_norm": 13.25,
16
+ "value_embed_2_max_spectral_norm": 2.4740564823150635,
17
+ "layer_1_update_fnorm": 3.680570602416992,
18
+ "layer_1_max_l1_linf_norm": 1.9647986888885498,
19
+ "layer_1_max_spectral_norm": 0.11368498206138611,
20
+ "layer_2_update_fnorm": 3.7530696392059326,
21
+ "layer_2_max_l1_linf_norm": 1.9488177299499512,
22
+ "layer_2_max_spectral_norm": 0.12041566520929337,
23
+ "layer_3_update_fnorm": 3.69712495803833,
24
+ "layer_3_max_l1_linf_norm": 2.0197486877441406,
25
+ "layer_3_max_spectral_norm": 0.1203235313296318,
26
+ "layer_4_update_fnorm": 3.668832302093506,
27
+ "layer_4_max_l1_linf_norm": 1.9574413299560547,
28
+ "layer_4_max_spectral_norm": 0.11395922303199768,
29
+ "layer_5_update_fnorm": 3.667320966720581,
30
+ "layer_5_max_l1_linf_norm": 1.9637629985809326,
31
+ "layer_5_max_spectral_norm": 0.11396683752536774,
32
+ "layer_6_update_fnorm": 3.6755659580230713,
33
+ "layer_6_max_l1_linf_norm": 1.9937256574630737,
34
+ "layer_6_max_spectral_norm": 0.11390107125043869,
35
+ "layer_7_update_fnorm": 3.6592166423797607,
36
+ "layer_7_max_l1_linf_norm": 1.9856154918670654,
37
+ "layer_7_max_spectral_norm": 0.11396583169698715,
38
+ "layer_8_update_fnorm": 3.6679725646972656,
39
+ "layer_8_max_l1_linf_norm": 2.0373315811157227,
40
+ "layer_8_max_spectral_norm": 0.11454401910305023,
41
+ "layer_9_update_fnorm": 3.7045557498931885,
42
+ "layer_9_max_l1_linf_norm": 1.9902420043945312,
43
+ "layer_9_max_spectral_norm": 0.11970799416303635,
44
+ "layer_10_update_fnorm": 3.755131483078003,
45
+ "layer_10_max_l1_linf_norm": 2.0675227642059326,
46
+ "layer_10_max_spectral_norm": 0.12058477103710175,
47
+ "layer_11_update_fnorm": 3.7227189540863037,
48
+ "layer_11_max_l1_linf_norm": 2.062671661376953,
49
+ "layer_11_max_spectral_norm": 0.12059235572814941,
50
+ "layer_12_update_fnorm": 3.8698389530181885,
51
+ "layer_12_max_l1_linf_norm": 2.266876697540283,
52
+ "layer_12_max_spectral_norm": 0.12050454318523407,
53
+ "lm_head_update_fnorm": 33.029144287109375,
54
+ "lm_head_max_l1_linf_norm": 13.714264869689941,
55
+ "lm_head_max_spectral_norm": 5.879659175872803,
56
+ "block0_q_update_fnorm": 1.2442433834075928,
57
+ "block0_q_max_l1_linf_norm": 1.048722505569458,
58
+ "block0_q_max_spectral_norm": 0.06017559766769409,
59
+ "block0_k_update_fnorm": 1.2470570802688599,
60
+ "block0_k_max_l1_linf_norm": 1.0425889492034912,
61
+ "block0_k_max_spectral_norm": 0.06020140275359154,
62
+ "block0_v_update_fnorm": 1.2306798696517944,
63
+ "block0_v_max_l1_linf_norm": 1.0502609014511108,
64
+ "block0_v_max_spectral_norm": 0.06019839644432068,
65
+ "block0_o_update_fnorm": 1.2456092834472656,
66
+ "block0_o_max_l1_linf_norm": 1.0466030836105347,
67
+ "block0_o_max_spectral_norm": 0.06020659580826759,
68
+ "block0_mlp_win_update_fnorm": 2.4351155757904053,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.7294635772705078,
70
+ "block0_mlp_win_max_spectral_norm": 0.11368498206138611,
71
+ "block0_mlp_wout_update_fnorm": 1.2030168771743774,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9647986888885498,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05704725161194801,
74
+ "block3_q_update_fnorm": 1.222929835319519,
75
+ "block3_q_max_l1_linf_norm": 1.0484726428985596,
76
+ "block3_q_max_spectral_norm": 0.0602031871676445,
77
+ "block3_k_update_fnorm": 1.235356330871582,
78
+ "block3_k_max_l1_linf_norm": 1.0390411615371704,
79
+ "block3_k_max_spectral_norm": 0.060192983597517014,
80
+ "block3_v_update_fnorm": 1.2064297199249268,
81
+ "block3_v_max_l1_linf_norm": 1.0222527980804443,
82
+ "block3_v_max_spectral_norm": 0.06020473316311836,
83
+ "block3_o_update_fnorm": 1.2419893741607666,
84
+ "block3_o_max_l1_linf_norm": 1.0401979684829712,
85
+ "block3_o_max_spectral_norm": 0.06023920327425003,
86
+ "block3_mlp_win_update_fnorm": 2.4295856952667236,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8274083137512207,
88
+ "block3_mlp_win_max_spectral_norm": 0.11395922303199768,
89
+ "block3_mlp_wout_update_fnorm": 1.239970088005066,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9574413299560547,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05692414939403534,
92
+ "block7_q_update_fnorm": 1.2217217683792114,
93
+ "block7_q_max_l1_linf_norm": 1.0789456367492676,
94
+ "block7_q_max_spectral_norm": 0.06018776819109917,
95
+ "block7_k_update_fnorm": 1.224812388420105,
96
+ "block7_k_max_l1_linf_norm": 1.0702909231185913,
97
+ "block7_k_max_spectral_norm": 0.06020575016736984,
98
+ "block7_v_update_fnorm": 1.2153679132461548,
99
+ "block7_v_max_l1_linf_norm": 1.0253880023956299,
100
+ "block7_v_max_spectral_norm": 0.060191165655851364,
101
+ "block7_o_update_fnorm": 1.238982915878296,
102
+ "block7_o_max_l1_linf_norm": 1.0316319465637207,
103
+ "block7_o_max_spectral_norm": 0.06020680442452431,
104
+ "block7_mlp_win_update_fnorm": 2.4222946166992188,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.7570323944091797,
106
+ "block7_mlp_win_max_spectral_norm": 0.11454401910305023,
107
+ "block7_mlp_wout_update_fnorm": 1.2575112581253052,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.0373315811157227,
109
+ "block7_mlp_wout_max_spectral_norm": 0.057131923735141754,
110
+ "block11_q_update_fnorm": 1.2114126682281494,
111
+ "block11_q_max_l1_linf_norm": 1.0367894172668457,
112
+ "block11_q_max_spectral_norm": 0.060181424021720886,
113
+ "block11_k_update_fnorm": 1.2284592390060425,
114
+ "block11_k_max_l1_linf_norm": 1.0697720050811768,
115
+ "block11_k_max_spectral_norm": 0.06018735095858574,
116
+ "block11_v_update_fnorm": 1.156272292137146,
117
+ "block11_v_max_l1_linf_norm": 1.0396250486373901,
118
+ "block11_v_max_spectral_norm": 0.060177888721227646,
119
+ "block11_o_update_fnorm": 1.2259384393692017,
120
+ "block11_o_max_l1_linf_norm": 1.0255991220474243,
121
+ "block11_o_max_spectral_norm": 0.060212913900613785,
122
+ "block11_mlp_win_update_fnorm": 2.716881513595581,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6783463954925537,
124
+ "block11_mlp_win_max_spectral_norm": 0.12050454318523407,
125
+ "block11_mlp_wout_update_fnorm": 1.3332786560058594,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.266876697540283,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06022414565086365,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0019943048246204853,
130
+ "block_total_sharpness": 0.0384783698245883,
131
+ "v_norm_block": 12.853914260864258,
132
+ "v_T_H_v_block": 6.357516288757324,
133
+ "v_norm": 74.24760437011719,
134
+ "ip_v_neg_g_hvp": 0.10583065450191498,
135
+ "cos_v_neg_g_hvp": 0.005625541787594557,
136
+ "g_hvp_norm": 0.2533755302429199,
137
+ "ip_v_neg_g_t": 1391.8106689453125,
138
+ "cos_v_neg_g_t": 0.013637770898640156,
139
+ "g_t_norm": 1374.5303955078125,
140
+ "g_norm": 0.2533755302429199,
141
+ "hv_norm": 0.1815192997455597,
142
+ "cos_v_hv": 0.0005310800625011325,
143
+ "hg_norm": 5.474684238433838,
144
+ "cos_g_hg": 0.7463414072990417,
145
+ "v_parallel_norm": 0.011701904237270355,
146
+ "v_perp_norm": 74.24760437011719,
147
+ "embed_v_norm": 33.05955505371094,
148
+ "embed_cos_v_neg_g": 0.0643753632903099,
149
+ "value_embed_0_v_norm": 31.954919815063477,
150
+ "value_embed_0_cos_v_neg_g": 0.05276552215218544,
151
+ "value_embed_1_v_norm": 32.81785202026367,
152
+ "value_embed_1_cos_v_neg_g": 0.05842752382159233,
153
+ "value_embed_2_v_norm": 32.64198303222656,
154
+ "value_embed_2_cos_v_neg_g": 0.04996968433260918,
155
+ "layer_1_v_norm": 3.680570602416992,
156
+ "layer_1_cos_v_neg_g": 0.01039835438132286,
157
+ "layer_2_v_norm": 3.7530696392059326,
158
+ "layer_2_cos_v_neg_g": 0.00301034701988101,
159
+ "layer_3_v_norm": 3.69712495803833,
160
+ "layer_3_cos_v_neg_g": 0.03413059189915657,
161
+ "layer_4_v_norm": 3.668832540512085,
162
+ "layer_4_cos_v_neg_g": 0.038265883922576904,
163
+ "layer_5_v_norm": 3.667320966720581,
164
+ "layer_5_cos_v_neg_g": 0.031814031302928925,
165
+ "layer_6_v_norm": 3.6755659580230713,
166
+ "layer_6_cos_v_neg_g": 0.048197779804468155,
167
+ "layer_7_v_norm": 3.6592166423797607,
168
+ "layer_7_cos_v_neg_g": 0.03859752044081688,
169
+ "layer_8_v_norm": 3.6679725646972656,
170
+ "layer_8_cos_v_neg_g": 0.024470984935760498,
171
+ "layer_9_v_norm": 3.7045557498931885,
172
+ "layer_9_cos_v_neg_g": 0.03615952283143997,
173
+ "layer_10_v_norm": 3.755131483078003,
174
+ "layer_10_cos_v_neg_g": 0.018639003857970238,
175
+ "layer_11_v_norm": 3.7227189540863037,
176
+ "layer_11_cos_v_neg_g": 0.03211606666445732,
177
+ "layer_12_v_norm": 3.8698391914367676,
178
+ "layer_12_cos_v_neg_g": 0.019207090139389038,
179
+ "lm_head_v_norm": 33.029144287109375,
180
+ "lm_head_cos_v_neg_g": 0.05788656696677208,
181
+ "block0_q_v_norm": 1.2442433834075928,
182
+ "block0_q_cos_v_neg_g": 0.05642862990498543,
183
+ "block0_k_v_norm": 1.2470570802688599,
184
+ "block0_k_cos_v_neg_g": 0.054974399507045746,
185
+ "block0_v_v_norm": 1.2306798696517944,
186
+ "block0_v_cos_v_neg_g": 0.038461070507764816,
187
+ "block0_o_v_norm": 1.2456092834472656,
188
+ "block0_o_cos_v_neg_g": 0.05330600216984749,
189
+ "block0_mlp_win_v_norm": 2.4351155757904053,
190
+ "block0_mlp_win_cos_v_neg_g": 0.06712105125188828,
191
+ "block0_mlp_wout_v_norm": 1.2030168771743774,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06559488922357559,
193
+ "block3_q_v_norm": 1.222929835319519,
194
+ "block3_q_cos_v_neg_g": 0.03986024484038353,
195
+ "block3_k_v_norm": 1.235356330871582,
196
+ "block3_k_cos_v_neg_g": 0.0478220097720623,
197
+ "block3_v_v_norm": 1.2064297199249268,
198
+ "block3_v_cos_v_neg_g": 0.028408624231815338,
199
+ "block3_o_v_norm": 1.2419893741607666,
200
+ "block3_o_cos_v_neg_g": 0.05534202605485916,
201
+ "block3_mlp_win_v_norm": 2.4295856952667236,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05896640568971634,
203
+ "block3_mlp_wout_v_norm": 1.239970088005066,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07888589054346085,
205
+ "block7_q_v_norm": 1.2217217683792114,
206
+ "block7_q_cos_v_neg_g": 0.03731921687722206,
207
+ "block7_k_v_norm": 1.224812388420105,
208
+ "block7_k_cos_v_neg_g": 0.04494361951947212,
209
+ "block7_v_v_norm": 1.2153679132461548,
210
+ "block7_v_cos_v_neg_g": 0.03706761822104454,
211
+ "block7_o_v_norm": 1.238982915878296,
212
+ "block7_o_cos_v_neg_g": 0.0484326109290123,
213
+ "block7_mlp_win_v_norm": 2.4222946166992188,
214
+ "block7_mlp_win_cos_v_neg_g": 0.05838647112250328,
215
+ "block7_mlp_wout_v_norm": 1.2575112581253052,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.07993228733539581,
217
+ "block11_q_v_norm": 1.2114126682281494,
218
+ "block11_q_cos_v_neg_g": 0.024038242176175117,
219
+ "block11_k_v_norm": 1.2284592390060425,
220
+ "block11_k_cos_v_neg_g": 0.033657584339380264,
221
+ "block11_v_v_norm": 1.156272292137146,
222
+ "block11_v_cos_v_neg_g": 0.018227826803922653,
223
+ "block11_o_v_norm": 1.2259384393692017,
224
+ "block11_o_cos_v_neg_g": 0.031493812799453735,
225
+ "block11_mlp_win_v_norm": 2.716881513595581,
226
+ "block11_mlp_win_cos_v_neg_g": 0.023027610033750534,
227
+ "block11_mlp_wout_v_norm": 1.3332786560058594,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.029646312817931175,
229
+ "embed_sharpness": 4.988921864423901e-05,
230
+ "value_embed_0_sharpness": 1.334258604401839e-05,
231
+ "value_embed_1_sharpness": 4.8529336709179915e-05,
232
+ "value_embed_2_sharpness": 9.631552165956236e-05,
233
+ "layer_1_sharpness": 0.01598768401890993,
234
+ "layer_2_sharpness": 0.06036641076207161,
235
+ "layer_3_sharpness": 0.0028374343528412282,
236
+ "layer_4_sharpness": 0.00276329240296036,
237
+ "layer_5_sharpness": 0.0034835172118619084,
238
+ "layer_6_sharpness": 0.0010049660049844533,
239
+ "layer_7_sharpness": 0.0029846951365470886,
240
+ "layer_8_sharpness": 0.006395720411092043,
241
+ "layer_9_sharpness": 0.0018210309790447354,
242
+ "layer_10_sharpness": 0.001962521520908922,
243
+ "layer_11_sharpness": 0.0012390021875035018,
244
+ "layer_12_sharpness": 0.1260671764612198,
245
+ "lm_head_sharpness": 0.0008290336118079722,
246
+ "block0_q_sharpness": 0.00025443769118282944,
247
+ "block0_k_sharpness": 0.00025082065985770896,
248
+ "block0_v_sharpness": 8.797977352514863e-05,
249
+ "block0_o_sharpness": 0.00015788739983690903,
250
+ "block0_mlp_win_sharpness": 0.00033959656138904393,
251
+ "block0_mlp_wout_sharpness": 0.0017426394042558968,
252
+ "block3_q_sharpness": 0.00023397764016408473,
253
+ "block3_k_sharpness": 0.00011096307207481004,
254
+ "block3_v_sharpness": 0.000678922631777823,
255
+ "block3_o_sharpness": 0.00026751675613923,
256
+ "block3_mlp_win_sharpness": 0.0005001837853342295,
257
+ "block3_mlp_wout_sharpness": 0.0011149385827593505,
258
+ "block7_q_sharpness": 0.0009940139134414494,
259
+ "block7_k_sharpness": 0.0008243188785854727,
260
+ "block7_v_sharpness": 0.004686439759097993,
261
+ "block7_o_sharpness": 0.0010567611025180668,
262
+ "block7_mlp_win_sharpness": 0.0010202393168583512,
263
+ "block7_mlp_wout_sharpness": 0.0013707102625630796,
264
+ "block11_q_sharpness": 0.0022600378724746406,
265
+ "block11_k_sharpness": 0.0028502499335445464,
266
+ "block11_v_sharpness": 0.0024081433075480163,
267
+ "block11_o_sharpness": 0.007258131634443998,
268
+ "block11_mlp_win_sharpness": 0.016434327699244022,
269
+ "block11_mlp_wout_sharpness": 0.5202135443687439,
270
+ "sum_layer_numerators": 3.2870654534150576,
271
+ "block_diag_sharpness": 0.019894707326924752,
272
+ "cross_layer_sharpness": 0.018583662497663547
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_1500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 70.74885559082031,
3
+ "total_l1_linf_norm": 637449.25,
4
+ "total_spectral_norm": 70.76114654541016,
5
+ "embed_update_fnorm": 31.0,
6
+ "embed_max_l1_linf_norm": 13.5,
7
+ "embed_max_spectral_norm": 5.417187213897705,
8
+ "value_embed_0_update_fnorm": 30.125,
9
+ "value_embed_0_max_l1_linf_norm": 13.5,
10
+ "value_embed_0_max_spectral_norm": 3.050555944442749,
11
+ "value_embed_1_update_fnorm": 31.0,
12
+ "value_embed_1_max_l1_linf_norm": 13.5,
13
+ "value_embed_1_max_spectral_norm": 3.655747890472412,
14
+ "value_embed_2_update_fnorm": 31.0,
15
+ "value_embed_2_max_l1_linf_norm": 13.4375,
16
+ "value_embed_2_max_spectral_norm": 3.1726415157318115,
17
+ "layer_1_update_fnorm": 3.7311198711395264,
18
+ "layer_1_max_l1_linf_norm": 1.9658204317092896,
19
+ "layer_1_max_spectral_norm": 0.11376838386058807,
20
+ "layer_2_update_fnorm": 3.7511398792266846,
21
+ "layer_2_max_l1_linf_norm": 2.0354599952697754,
22
+ "layer_2_max_spectral_norm": 0.12044749408960342,
23
+ "layer_3_update_fnorm": 3.7217133045196533,
24
+ "layer_3_max_l1_linf_norm": 1.9004859924316406,
25
+ "layer_3_max_spectral_norm": 0.120520681142807,
26
+ "layer_4_update_fnorm": 3.718920946121216,
27
+ "layer_4_max_l1_linf_norm": 1.9397305250167847,
28
+ "layer_4_max_spectral_norm": 0.12056588381528854,
29
+ "layer_5_update_fnorm": 3.7259891033172607,
30
+ "layer_5_max_l1_linf_norm": 1.8640804290771484,
31
+ "layer_5_max_spectral_norm": 0.12052536010742188,
32
+ "layer_6_update_fnorm": 3.7327539920806885,
33
+ "layer_6_max_l1_linf_norm": 1.9762051105499268,
34
+ "layer_6_max_spectral_norm": 0.12055052071809769,
35
+ "layer_7_update_fnorm": 3.733172655105591,
36
+ "layer_7_max_l1_linf_norm": 1.9332562685012817,
37
+ "layer_7_max_spectral_norm": 0.12058638781309128,
38
+ "layer_8_update_fnorm": 3.729923963546753,
39
+ "layer_8_max_l1_linf_norm": 1.9085702896118164,
40
+ "layer_8_max_spectral_norm": 0.12042047083377838,
41
+ "layer_9_update_fnorm": 3.7654833793640137,
42
+ "layer_9_max_l1_linf_norm": 2.056809663772583,
43
+ "layer_9_max_spectral_norm": 0.12043453007936478,
44
+ "layer_10_update_fnorm": 3.764460563659668,
45
+ "layer_10_max_l1_linf_norm": 1.9137591123580933,
46
+ "layer_10_max_spectral_norm": 0.12048641592264175,
47
+ "layer_11_update_fnorm": 3.7091639041900635,
48
+ "layer_11_max_l1_linf_norm": 1.9451649188995361,
49
+ "layer_11_max_spectral_norm": 0.12049166113138199,
50
+ "layer_12_update_fnorm": 3.783784866333008,
51
+ "layer_12_max_l1_linf_norm": 2.1840758323669434,
52
+ "layer_12_max_spectral_norm": 0.12059002369642258,
53
+ "lm_head_update_fnorm": 32.33628463745117,
54
+ "lm_head_max_l1_linf_norm": 13.799376487731934,
55
+ "lm_head_max_spectral_norm": 7.673957347869873,
56
+ "block0_q_update_fnorm": 1.2538492679595947,
57
+ "block0_q_max_l1_linf_norm": 1.0623116493225098,
58
+ "block0_q_max_spectral_norm": 0.06017190217971802,
59
+ "block0_k_update_fnorm": 1.2522103786468506,
60
+ "block0_k_max_l1_linf_norm": 1.0510506629943848,
61
+ "block0_k_max_spectral_norm": 0.06015385687351227,
62
+ "block0_v_update_fnorm": 1.241217017173767,
63
+ "block0_v_max_l1_linf_norm": 1.0423829555511475,
64
+ "block0_v_max_spectral_norm": 0.060200124979019165,
65
+ "block0_o_update_fnorm": 1.2406421899795532,
66
+ "block0_o_max_l1_linf_norm": 1.0396080017089844,
67
+ "block0_o_max_spectral_norm": 0.06021123379468918,
68
+ "block0_mlp_win_update_fnorm": 2.4873480796813965,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6184685230255127,
70
+ "block0_mlp_win_max_spectral_norm": 0.11376838386058807,
71
+ "block0_mlp_wout_update_fnorm": 1.2305796146392822,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9658204317092896,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05982055515050888,
74
+ "block3_q_update_fnorm": 1.195481300354004,
75
+ "block3_q_max_l1_linf_norm": 1.0418235063552856,
76
+ "block3_q_max_spectral_norm": 0.06018838658928871,
77
+ "block3_k_update_fnorm": 1.22042715549469,
78
+ "block3_k_max_l1_linf_norm": 1.0402452945709229,
79
+ "block3_k_max_spectral_norm": 0.06021625176072121,
80
+ "block3_v_update_fnorm": 1.1917818784713745,
81
+ "block3_v_max_l1_linf_norm": 1.030484676361084,
82
+ "block3_v_max_spectral_norm": 0.060208313167095184,
83
+ "block3_o_update_fnorm": 1.2293362617492676,
84
+ "block3_o_max_l1_linf_norm": 1.022624135017395,
85
+ "block3_o_max_spectral_norm": 0.060214847326278687,
86
+ "block3_mlp_win_update_fnorm": 2.5498251914978027,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.9397305250167847,
88
+ "block3_mlp_win_max_spectral_norm": 0.12056588381528854,
89
+ "block3_mlp_wout_update_fnorm": 1.2158582210540771,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.8510302305221558,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05686119943857193,
92
+ "block7_q_update_fnorm": 1.1772074699401855,
93
+ "block7_q_max_l1_linf_norm": 1.0545892715454102,
94
+ "block7_q_max_spectral_norm": 0.06018199399113655,
95
+ "block7_k_update_fnorm": 1.2092132568359375,
96
+ "block7_k_max_l1_linf_norm": 1.0597553253173828,
97
+ "block7_k_max_spectral_norm": 0.06019923835992813,
98
+ "block7_v_update_fnorm": 1.1789470911026,
99
+ "block7_v_max_l1_linf_norm": 1.0503041744232178,
100
+ "block7_v_max_spectral_norm": 0.060185518115758896,
101
+ "block7_o_update_fnorm": 1.2145884037017822,
102
+ "block7_o_max_l1_linf_norm": 1.0143481492996216,
103
+ "block7_o_max_spectral_norm": 0.06017677113413811,
104
+ "block7_mlp_win_update_fnorm": 2.5816094875335693,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.9085702896118164,
106
+ "block7_mlp_win_max_spectral_norm": 0.12042047083377838,
107
+ "block7_mlp_wout_update_fnorm": 1.2386518716812134,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.8856582641601562,
109
+ "block7_mlp_wout_max_spectral_norm": 0.056970298290252686,
110
+ "block11_q_update_fnorm": 1.2191247940063477,
111
+ "block11_q_max_l1_linf_norm": 1.082743525505066,
112
+ "block11_q_max_spectral_norm": 0.060205478221178055,
113
+ "block11_k_update_fnorm": 1.2259539365768433,
114
+ "block11_k_max_l1_linf_norm": 1.081682562828064,
115
+ "block11_k_max_spectral_norm": 0.06020089238882065,
116
+ "block11_v_update_fnorm": 1.1725571155548096,
117
+ "block11_v_max_l1_linf_norm": 1.0297023057937622,
118
+ "block11_v_max_spectral_norm": 0.060187727212905884,
119
+ "block11_o_update_fnorm": 1.2444872856140137,
120
+ "block11_o_max_l1_linf_norm": 1.0457549095153809,
121
+ "block11_o_max_spectral_norm": 0.060203634202480316,
122
+ "block11_mlp_win_update_fnorm": 2.5760412216186523,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7378110885620117,
124
+ "block11_mlp_win_max_spectral_norm": 0.12059002369642258,
125
+ "block11_mlp_wout_update_fnorm": 1.329627513885498,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.1840758323669434,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06021001935005188,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.007216578349471092,
130
+ "block_total_sharpness": 0.15023960173130035,
131
+ "v_norm_block": 12.952381134033203,
132
+ "v_T_H_v_block": 25.204822540283203,
133
+ "v_norm": 70.76115417480469,
134
+ "ip_v_neg_g_hvp": 0.14203909039497375,
135
+ "cos_v_neg_g_hvp": 0.004526911303400993,
136
+ "g_hvp_norm": 0.4434156119823456,
137
+ "ip_v_neg_g_t": 2085.15966796875,
138
+ "cos_v_neg_g_t": 0.02346815913915634,
139
+ "g_t_norm": 1255.6407470703125,
140
+ "g_norm": 0.4434156119823456,
141
+ "hv_norm": 0.26987144351005554,
142
+ "cos_v_hv": 0.0012319074012339115,
143
+ "hg_norm": 13.568680763244629,
144
+ "cos_g_hg": 0.7675043344497681,
145
+ "v_parallel_norm": 0.006918461062014103,
146
+ "v_perp_norm": 70.76115417480469,
147
+ "embed_v_norm": 31.067285537719727,
148
+ "embed_cos_v_neg_g": 0.05644751712679863,
149
+ "value_embed_0_v_norm": 30.060043334960938,
150
+ "value_embed_0_cos_v_neg_g": 0.044900037348270416,
151
+ "value_embed_1_v_norm": 31.006017684936523,
152
+ "value_embed_1_cos_v_neg_g": 0.052921801805496216,
153
+ "value_embed_2_v_norm": 31.041656494140625,
154
+ "value_embed_2_cos_v_neg_g": 0.05502687022089958,
155
+ "layer_1_v_norm": 3.7311198711395264,
156
+ "layer_1_cos_v_neg_g": 0.01605948805809021,
157
+ "layer_2_v_norm": 3.7511398792266846,
158
+ "layer_2_cos_v_neg_g": 0.001274974667467177,
159
+ "layer_3_v_norm": 3.7217133045196533,
160
+ "layer_3_cos_v_neg_g": 0.019521381705999374,
161
+ "layer_4_v_norm": 3.718920946121216,
162
+ "layer_4_cos_v_neg_g": 0.02077930048108101,
163
+ "layer_5_v_norm": 3.7259891033172607,
164
+ "layer_5_cos_v_neg_g": 0.016777483746409416,
165
+ "layer_6_v_norm": 3.7327539920806885,
166
+ "layer_6_cos_v_neg_g": 0.01950458064675331,
167
+ "layer_7_v_norm": 3.733172655105591,
168
+ "layer_7_cos_v_neg_g": 0.017904743552207947,
169
+ "layer_8_v_norm": 3.729923963546753,
170
+ "layer_8_cos_v_neg_g": 0.013362607918679714,
171
+ "layer_9_v_norm": 3.7654833793640137,
172
+ "layer_9_cos_v_neg_g": 0.018648045137524605,
173
+ "layer_10_v_norm": 3.764460563659668,
174
+ "layer_10_cos_v_neg_g": 0.014344307594001293,
175
+ "layer_11_v_norm": 3.7091639041900635,
176
+ "layer_11_cos_v_neg_g": 0.02463575452566147,
177
+ "layer_12_v_norm": 3.783784866333008,
178
+ "layer_12_cos_v_neg_g": 0.026582472026348114,
179
+ "lm_head_v_norm": 32.33628463745117,
180
+ "lm_head_cos_v_neg_g": 0.06453806906938553,
181
+ "block0_q_v_norm": 1.2538492679595947,
182
+ "block0_q_cos_v_neg_g": 0.049559980630874634,
183
+ "block0_k_v_norm": 1.2522103786468506,
184
+ "block0_k_cos_v_neg_g": 0.04585699364542961,
185
+ "block0_v_v_norm": 1.241217017173767,
186
+ "block0_v_cos_v_neg_g": 0.020128102973103523,
187
+ "block0_o_v_norm": 1.2406421899795532,
188
+ "block0_o_cos_v_neg_g": 0.02977895922958851,
189
+ "block0_mlp_win_v_norm": 2.4873480796813965,
190
+ "block0_mlp_win_cos_v_neg_g": 0.05560128763318062,
191
+ "block0_mlp_wout_v_norm": 1.2305796146392822,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.03526901453733444,
193
+ "block3_q_v_norm": 1.195481300354004,
194
+ "block3_q_cos_v_neg_g": 0.019473815336823463,
195
+ "block3_k_v_norm": 1.22042715549469,
196
+ "block3_k_cos_v_neg_g": 0.020046016201376915,
197
+ "block3_v_v_norm": 1.1917818784713745,
198
+ "block3_v_cos_v_neg_g": 0.00560378422960639,
199
+ "block3_o_v_norm": 1.2293362617492676,
200
+ "block3_o_cos_v_neg_g": 0.026213934645056725,
201
+ "block3_mlp_win_v_norm": 2.5498251914978027,
202
+ "block3_mlp_win_cos_v_neg_g": 0.034514378756284714,
203
+ "block3_mlp_wout_v_norm": 1.2158582210540771,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.05021606758236885,
205
+ "block7_q_v_norm": 1.1772074699401855,
206
+ "block7_q_cos_v_neg_g": 0.021400902420282364,
207
+ "block7_k_v_norm": 1.2092132568359375,
208
+ "block7_k_cos_v_neg_g": 0.022850215435028076,
209
+ "block7_v_v_norm": 1.1789470911026,
210
+ "block7_v_cos_v_neg_g": 0.01642344705760479,
211
+ "block7_o_v_norm": 1.2145884037017822,
212
+ "block7_o_cos_v_neg_g": 0.02581198699772358,
213
+ "block7_mlp_win_v_norm": 2.5816094875335693,
214
+ "block7_mlp_win_cos_v_neg_g": 0.03829439356923103,
215
+ "block7_mlp_wout_v_norm": 1.2386518716812134,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.06820473819971085,
217
+ "block11_q_v_norm": 1.2191247940063477,
218
+ "block11_q_cos_v_neg_g": 0.021243592724204063,
219
+ "block11_k_v_norm": 1.2259539365768433,
220
+ "block11_k_cos_v_neg_g": 0.030762871727347374,
221
+ "block11_v_v_norm": 1.1725571155548096,
222
+ "block11_v_cos_v_neg_g": 0.01809905841946602,
223
+ "block11_o_v_norm": 1.2444872856140137,
224
+ "block11_o_cos_v_neg_g": 0.04147772490978241,
225
+ "block11_mlp_win_v_norm": 2.5760412216186523,
226
+ "block11_mlp_win_cos_v_neg_g": 0.0327334962785244,
227
+ "block11_mlp_wout_v_norm": 1.329627513885498,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04933077469468117,
229
+ "embed_sharpness": 0.00023653239622944966,
230
+ "value_embed_0_sharpness": 1.5636795069440268e-05,
231
+ "value_embed_1_sharpness": 7.259652556967922e-05,
232
+ "value_embed_2_sharpness": 0.00016468765534227714,
233
+ "layer_1_sharpness": 0.006694900570437312,
234
+ "layer_2_sharpness": 0.035008239559829235,
235
+ "layer_3_sharpness": 0.011045051738619804,
236
+ "layer_4_sharpness": 0.0070449127815663815,
237
+ "layer_5_sharpness": 0.016731005162000656,
238
+ "layer_6_sharpness": 0.008173779817298055,
239
+ "layer_7_sharpness": 0.009742769412696362,
240
+ "layer_8_sharpness": 0.04130206257104874,
241
+ "layer_9_sharpness": 0.004398593329824507,
242
+ "layer_10_sharpness": 0.004678473807871342,
243
+ "layer_11_sharpness": 0.0022177204373292625,
244
+ "layer_12_sharpness": 0.4878261387348175,
245
+ "lm_head_sharpness": 0.0016905240481719375,
246
+ "block0_q_sharpness": 0.001164532295661047,
247
+ "block0_k_sharpness": 0.0009221161308232695,
248
+ "block0_v_sharpness": 0.00012757012154906988,
249
+ "block0_o_sharpness": 0.0004768574726767838,
250
+ "block0_mlp_win_sharpness": 0.003787075518630445,
251
+ "block0_mlp_wout_sharpness": 0.02193175395950675,
252
+ "block3_q_sharpness": 0.002971394103951752,
253
+ "block3_k_sharpness": 0.0017380726640112698,
254
+ "block3_v_sharpness": 0.011861762031912804,
255
+ "block3_o_sharpness": 0.0013759477296844125,
256
+ "block3_mlp_win_sharpness": 0.0022302711149677634,
257
+ "block3_mlp_wout_sharpness": 0.005065689445473254,
258
+ "block7_q_sharpness": 0.07984767481684685,
259
+ "block7_k_sharpness": 0.012313575949519873,
260
+ "block7_v_sharpness": 0.042202865704894066,
261
+ "block7_o_sharpness": 0.01461245259270072,
262
+ "block7_mlp_win_sharpness": 0.002276562445331365,
263
+ "block7_mlp_wout_sharpness": 0.002387363521847874,
264
+ "block11_q_sharpness": 0.030199242755770683,
265
+ "block11_k_sharpness": 0.025366301648318768,
266
+ "block11_v_sharpness": 0.0326240099966526,
267
+ "block11_o_sharpness": 0.04384217318147421,
268
+ "block11_mlp_win_sharpness": 0.10940085723996162,
269
+ "block11_mlp_wout_sharpness": 1.0588248074054718,
270
+ "sum_layer_numerators": 9.036176990797337,
271
+ "block_diag_sharpness": 0.05386237485357208,
272
+ "cross_layer_sharpness": 0.09637722687772826
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_2000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 74.94601440429688,
3
+ "total_l1_linf_norm": 684124.0,
4
+ "total_spectral_norm": 75.06965637207031,
5
+ "embed_update_fnorm": 32.75,
6
+ "embed_max_l1_linf_norm": 13.5,
7
+ "embed_max_spectral_norm": 5.543342113494873,
8
+ "value_embed_0_update_fnorm": 32.25,
9
+ "value_embed_0_max_l1_linf_norm": 13.5,
10
+ "value_embed_0_max_spectral_norm": 3.041508436203003,
11
+ "value_embed_1_update_fnorm": 32.5,
12
+ "value_embed_1_max_l1_linf_norm": 13.5625,
13
+ "value_embed_1_max_spectral_norm": 3.6997528076171875,
14
+ "value_embed_2_update_fnorm": 32.5,
15
+ "value_embed_2_max_l1_linf_norm": 13.5,
16
+ "value_embed_2_max_spectral_norm": 3.084296464920044,
17
+ "layer_1_update_fnorm": 3.7121479511260986,
18
+ "layer_1_max_l1_linf_norm": 1.967307209968567,
19
+ "layer_1_max_spectral_norm": 0.11370088160037994,
20
+ "layer_2_update_fnorm": 3.7491676807403564,
21
+ "layer_2_max_l1_linf_norm": 2.0061135292053223,
22
+ "layer_2_max_spectral_norm": 0.12046460807323456,
23
+ "layer_3_update_fnorm": 3.721975803375244,
24
+ "layer_3_max_l1_linf_norm": 1.907987356185913,
25
+ "layer_3_max_spectral_norm": 0.12043242901563644,
26
+ "layer_4_update_fnorm": 3.7193782329559326,
27
+ "layer_4_max_l1_linf_norm": 1.8740172386169434,
28
+ "layer_4_max_spectral_norm": 0.1206083595752716,
29
+ "layer_5_update_fnorm": 3.7193539142608643,
30
+ "layer_5_max_l1_linf_norm": 1.91252863407135,
31
+ "layer_5_max_spectral_norm": 0.12051274627447128,
32
+ "layer_6_update_fnorm": 3.7254462242126465,
33
+ "layer_6_max_l1_linf_norm": 1.9188671112060547,
34
+ "layer_6_max_spectral_norm": 0.12056833505630493,
35
+ "layer_7_update_fnorm": 3.7228200435638428,
36
+ "layer_7_max_l1_linf_norm": 1.946397304534912,
37
+ "layer_7_max_spectral_norm": 0.12058287858963013,
38
+ "layer_8_update_fnorm": 3.717735767364502,
39
+ "layer_8_max_l1_linf_norm": 1.9239975214004517,
40
+ "layer_8_max_spectral_norm": 0.12038934975862503,
41
+ "layer_9_update_fnorm": 3.7755048274993896,
42
+ "layer_9_max_l1_linf_norm": 2.026726007461548,
43
+ "layer_9_max_spectral_norm": 0.12045152485370636,
44
+ "layer_10_update_fnorm": 3.767322301864624,
45
+ "layer_10_max_l1_linf_norm": 1.9641907215118408,
46
+ "layer_10_max_spectral_norm": 0.12052661925554276,
47
+ "layer_11_update_fnorm": 3.7174665927886963,
48
+ "layer_11_max_l1_linf_norm": 1.9727673530578613,
49
+ "layer_11_max_spectral_norm": 0.12055224925279617,
50
+ "layer_12_update_fnorm": 3.829195499420166,
51
+ "layer_12_max_l1_linf_norm": 2.1783804893493652,
52
+ "layer_12_max_spectral_norm": 0.12044961005449295,
53
+ "lm_head_update_fnorm": 35.000823974609375,
54
+ "lm_head_max_l1_linf_norm": 13.73713493347168,
55
+ "lm_head_max_spectral_norm": 10.654437065124512,
56
+ "block0_q_update_fnorm": 1.249639630317688,
57
+ "block0_q_max_l1_linf_norm": 1.0607372522354126,
58
+ "block0_q_max_spectral_norm": 0.06016028672456741,
59
+ "block0_k_update_fnorm": 1.2519954442977905,
60
+ "block0_k_max_l1_linf_norm": 1.060770869255066,
61
+ "block0_k_max_spectral_norm": 0.06016947329044342,
62
+ "block0_v_update_fnorm": 1.2357655763626099,
63
+ "block0_v_max_l1_linf_norm": 1.0339529514312744,
64
+ "block0_v_max_spectral_norm": 0.06019400432705879,
65
+ "block0_o_update_fnorm": 1.2384042739868164,
66
+ "block0_o_max_l1_linf_norm": 1.0403509140014648,
67
+ "block0_o_max_spectral_norm": 0.06021428480744362,
68
+ "block0_mlp_win_update_fnorm": 2.4626808166503906,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.624950885772705,
70
+ "block0_mlp_win_max_spectral_norm": 0.11370088160037994,
71
+ "block0_mlp_wout_update_fnorm": 1.2350374460220337,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.967307209968567,
73
+ "block0_mlp_wout_max_spectral_norm": 0.06003878638148308,
74
+ "block3_q_update_fnorm": 1.2011098861694336,
75
+ "block3_q_max_l1_linf_norm": 1.0381348133087158,
76
+ "block3_q_max_spectral_norm": 0.0602097250521183,
77
+ "block3_k_update_fnorm": 1.2199212312698364,
78
+ "block3_k_max_l1_linf_norm": 1.0348454713821411,
79
+ "block3_k_max_spectral_norm": 0.06018244847655296,
80
+ "block3_v_update_fnorm": 1.1767668724060059,
81
+ "block3_v_max_l1_linf_norm": 1.0268486738204956,
82
+ "block3_v_max_spectral_norm": 0.06020146235823631,
83
+ "block3_o_update_fnorm": 1.2256693840026855,
84
+ "block3_o_max_l1_linf_norm": 1.0230603218078613,
85
+ "block3_o_max_spectral_norm": 0.06018819287419319,
86
+ "block3_mlp_win_update_fnorm": 2.5574047565460205,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8740172386169434,
88
+ "block3_mlp_win_max_spectral_norm": 0.1206083595752716,
89
+ "block3_mlp_wout_update_fnorm": 1.214660406112671,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.852361798286438,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05686340481042862,
92
+ "block7_q_update_fnorm": 1.152426838874817,
93
+ "block7_q_max_l1_linf_norm": 1.0575649738311768,
94
+ "block7_q_max_spectral_norm": 0.060184113681316376,
95
+ "block7_k_update_fnorm": 1.1962065696716309,
96
+ "block7_k_max_l1_linf_norm": 1.0673182010650635,
97
+ "block7_k_max_spectral_norm": 0.060194846242666245,
98
+ "block7_v_update_fnorm": 1.1761091947555542,
99
+ "block7_v_max_l1_linf_norm": 1.0337505340576172,
100
+ "block7_v_max_spectral_norm": 0.06018265709280968,
101
+ "block7_o_update_fnorm": 1.2196980714797974,
102
+ "block7_o_max_l1_linf_norm": 1.018787145614624,
103
+ "block7_o_max_spectral_norm": 0.06020030379295349,
104
+ "block7_mlp_win_update_fnorm": 2.5827620029449463,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.9239975214004517,
106
+ "block7_mlp_win_max_spectral_norm": 0.12038934975862503,
107
+ "block7_mlp_wout_update_fnorm": 1.2332209348678589,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.908496379852295,
109
+ "block7_mlp_wout_max_spectral_norm": 0.056845467537641525,
110
+ "block11_q_update_fnorm": 1.2145251035690308,
111
+ "block11_q_max_l1_linf_norm": 1.080005407333374,
112
+ "block11_q_max_spectral_norm": 0.06018700823187828,
113
+ "block11_k_update_fnorm": 1.2253203392028809,
114
+ "block11_k_max_l1_linf_norm": 1.1089564561843872,
115
+ "block11_k_max_spectral_norm": 0.06020694598555565,
116
+ "block11_v_update_fnorm": 1.1701197624206543,
117
+ "block11_v_max_l1_linf_norm": 1.0224237442016602,
118
+ "block11_v_max_spectral_norm": 0.06018911302089691,
119
+ "block11_o_update_fnorm": 1.2416479587554932,
120
+ "block11_o_max_l1_linf_norm": 1.035172700881958,
121
+ "block11_o_max_spectral_norm": 0.06023559719324112,
122
+ "block11_mlp_win_update_fnorm": 2.639148712158203,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7423146963119507,
124
+ "block11_mlp_win_max_spectral_norm": 0.12044961005449295,
125
+ "block11_mlp_wout_update_fnorm": 1.3453181982040405,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.1783804893493652,
127
+ "block11_mlp_wout_max_spectral_norm": 0.060210924595594406,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.005417726584710181,
130
+ "block_total_sharpness": 0.13406119868159294,
131
+ "v_norm_block": 12.95554256439209,
132
+ "v_T_H_v_block": 22.50164794921875,
133
+ "v_norm": 75.06967163085938,
134
+ "ip_v_neg_g_hvp": 0.15927672386169434,
135
+ "cos_v_neg_g_hvp": 0.002476323628798127,
136
+ "g_hvp_norm": 0.8568018674850464,
137
+ "ip_v_neg_g_t": 2045.6527099609375,
138
+ "cos_v_neg_g_t": 0.009460118599236012,
139
+ "g_t_norm": 2880.519287109375,
140
+ "g_norm": 0.8568018674850464,
141
+ "hv_norm": 0.22119136154651642,
142
+ "cos_v_hv": 0.0011970772175118327,
143
+ "hg_norm": 38.73409652709961,
144
+ "cos_g_hg": 0.8584101796150208,
145
+ "v_parallel_norm": 0.0042574708350002766,
146
+ "v_perp_norm": 75.06967163085938,
147
+ "embed_v_norm": 32.77009582519531,
148
+ "embed_cos_v_neg_g": 0.06387141346931458,
149
+ "value_embed_0_v_norm": 32.34563064575195,
150
+ "value_embed_0_cos_v_neg_g": 0.05380687862634659,
151
+ "value_embed_1_v_norm": 32.589256286621094,
152
+ "value_embed_1_cos_v_neg_g": 0.06137998402118683,
153
+ "value_embed_2_v_norm": 32.56333541870117,
154
+ "value_embed_2_cos_v_neg_g": 0.06149902939796448,
155
+ "layer_1_v_norm": 3.7121479511260986,
156
+ "layer_1_cos_v_neg_g": 0.021993188187479973,
157
+ "layer_2_v_norm": 3.7491676807403564,
158
+ "layer_2_cos_v_neg_g": 0.0015620538033545017,
159
+ "layer_3_v_norm": 3.721975803375244,
160
+ "layer_3_cos_v_neg_g": 0.01785409450531006,
161
+ "layer_4_v_norm": 3.7193782329559326,
162
+ "layer_4_cos_v_neg_g": 0.025831865146756172,
163
+ "layer_5_v_norm": 3.7193539142608643,
164
+ "layer_5_cos_v_neg_g": 0.021636810153722763,
165
+ "layer_6_v_norm": 3.7254462242126465,
166
+ "layer_6_cos_v_neg_g": 0.024075837805867195,
167
+ "layer_7_v_norm": 3.7228200435638428,
168
+ "layer_7_cos_v_neg_g": 0.02042759396135807,
169
+ "layer_8_v_norm": 3.717736005783081,
170
+ "layer_8_cos_v_neg_g": 0.012383079156279564,
171
+ "layer_9_v_norm": 3.7755048274993896,
172
+ "layer_9_cos_v_neg_g": 0.021559016779065132,
173
+ "layer_10_v_norm": 3.767322301864624,
174
+ "layer_10_cos_v_neg_g": 0.01644047722220421,
175
+ "layer_11_v_norm": 3.7174665927886963,
176
+ "layer_11_cos_v_neg_g": 0.023721100762486458,
177
+ "layer_12_v_norm": 3.829195499420166,
178
+ "layer_12_cos_v_neg_g": 0.017807822674512863,
179
+ "lm_head_v_norm": 35.000823974609375,
180
+ "lm_head_cos_v_neg_g": 0.06428257375955582,
181
+ "block0_q_v_norm": 1.249639630317688,
182
+ "block0_q_cos_v_neg_g": 0.05333903804421425,
183
+ "block0_k_v_norm": 1.2519954442977905,
184
+ "block0_k_cos_v_neg_g": 0.052436329424381256,
185
+ "block0_v_v_norm": 1.2357655763626099,
186
+ "block0_v_cos_v_neg_g": 0.03664391487836838,
187
+ "block0_o_v_norm": 1.2384042739868164,
188
+ "block0_o_cos_v_neg_g": 0.045375462621450424,
189
+ "block0_mlp_win_v_norm": 2.4626808166503906,
190
+ "block0_mlp_win_cos_v_neg_g": 0.06310196220874786,
191
+ "block0_mlp_wout_v_norm": 1.2350374460220337,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.0473267026245594,
193
+ "block3_q_v_norm": 1.2011098861694336,
194
+ "block3_q_cos_v_neg_g": 0.021818188950419426,
195
+ "block3_k_v_norm": 1.2199212312698364,
196
+ "block3_k_cos_v_neg_g": 0.029155798256397247,
197
+ "block3_v_v_norm": 1.1767668724060059,
198
+ "block3_v_cos_v_neg_g": 0.017618486657738686,
199
+ "block3_o_v_norm": 1.2256693840026855,
200
+ "block3_o_cos_v_neg_g": 0.0361953005194664,
201
+ "block3_mlp_win_v_norm": 2.5574047565460205,
202
+ "block3_mlp_win_cos_v_neg_g": 0.0401332713663578,
203
+ "block3_mlp_wout_v_norm": 1.214660406112671,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.0587078332901001,
205
+ "block7_q_v_norm": 1.152426838874817,
206
+ "block7_q_cos_v_neg_g": 0.03244324401021004,
207
+ "block7_k_v_norm": 1.1962065696716309,
208
+ "block7_k_cos_v_neg_g": 0.041956428438425064,
209
+ "block7_v_v_norm": 1.1761091947555542,
210
+ "block7_v_cos_v_neg_g": 0.01893259771168232,
211
+ "block7_o_v_norm": 1.2196980714797974,
212
+ "block7_o_cos_v_neg_g": 0.0303055252879858,
213
+ "block7_mlp_win_v_norm": 2.5827620029449463,
214
+ "block7_mlp_win_cos_v_neg_g": 0.0380953773856163,
215
+ "block7_mlp_wout_v_norm": 1.2332209348678589,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.06493380665779114,
217
+ "block11_q_v_norm": 1.2145251035690308,
218
+ "block11_q_cos_v_neg_g": 0.02096971683204174,
219
+ "block11_k_v_norm": 1.2253203392028809,
220
+ "block11_k_cos_v_neg_g": 0.02862940914928913,
221
+ "block11_v_v_norm": 1.1701197624206543,
222
+ "block11_v_cos_v_neg_g": 0.020673522725701332,
223
+ "block11_o_v_norm": 1.2416479587554932,
224
+ "block11_o_cos_v_neg_g": 0.04411091282963753,
225
+ "block11_mlp_win_v_norm": 2.639148712158203,
226
+ "block11_mlp_win_cos_v_neg_g": 0.0330444797873497,
227
+ "block11_mlp_wout_v_norm": 1.3453181982040405,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04237847775220871,
229
+ "embed_sharpness": 0.0001629526450415142,
230
+ "value_embed_0_sharpness": 1.5910936781438068e-05,
231
+ "value_embed_1_sharpness": 5.064370998297818e-05,
232
+ "value_embed_2_sharpness": 0.00016738558042561635,
233
+ "layer_1_sharpness": 0.00419791485182941,
234
+ "layer_2_sharpness": 0.05044485814869404,
235
+ "layer_3_sharpness": 0.0056482317158952355,
236
+ "layer_4_sharpness": 0.00566191622056067,
237
+ "layer_5_sharpness": 0.008531006751582026,
238
+ "layer_6_sharpness": 0.002959037432447076,
239
+ "layer_7_sharpness": 0.013121376279741526,
240
+ "layer_8_sharpness": 0.048075148835778236,
241
+ "layer_9_sharpness": 0.007969769183546305,
242
+ "layer_10_sharpness": 0.008589260280132294,
243
+ "layer_11_sharpness": 0.00839103665202856,
244
+ "layer_12_sharpness": 0.46793241798877716,
245
+ "lm_head_sharpness": 0.0013505807728506625,
246
+ "block0_q_sharpness": 0.0005390020814957097,
247
+ "block0_k_sharpness": 0.0005108449113322422,
248
+ "block0_v_sharpness": 0.0002455459543853067,
249
+ "block0_o_sharpness": 0.00044275120308157057,
250
+ "block0_mlp_win_sharpness": 0.0027534630498848855,
251
+ "block0_mlp_wout_sharpness": 0.01673854049295187,
252
+ "block3_q_sharpness": 0.0021630365517921746,
253
+ "block3_k_sharpness": 0.0016185585991479456,
254
+ "block3_v_sharpness": 0.006542145973071456,
255
+ "block3_o_sharpness": 0.0013024757208768278,
256
+ "block3_mlp_win_sharpness": 0.0019607007270678878,
257
+ "block3_mlp_wout_sharpness": 0.003917422145605087,
258
+ "block7_q_sharpness": 0.06999202631413937,
259
+ "block7_k_sharpness": 0.03568883892148733,
260
+ "block7_v_sharpness": 0.04059457127004862,
261
+ "block7_o_sharpness": 0.013123248238116503,
262
+ "block7_mlp_win_sharpness": 0.0028767550829797983,
263
+ "block7_mlp_wout_sharpness": 0.002710883680265397,
264
+ "block11_q_sharpness": 0.0171827576123178,
265
+ "block11_k_sharpness": 0.013032642658799887,
266
+ "block11_v_sharpness": 0.028602154925465584,
267
+ "block11_o_sharpness": 0.0812422838062048,
268
+ "block11_mlp_win_sharpness": 0.1123369038105011,
269
+ "block11_mlp_wout_sharpness": 0.8240363001823425,
270
+ "sum_layer_numerators": 9.141535743825756,
271
+ "block_diag_sharpness": 0.054463801435997744,
272
+ "cross_layer_sharpness": 0.0795973972455952
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_2500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.64408111572266,
3
+ "total_l1_linf_norm": 660193.625,
4
+ "total_spectral_norm": 73.60987854003906,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.3125,
7
+ "embed_max_spectral_norm": 5.2139201164245605,
8
+ "value_embed_0_update_fnorm": 31.625,
9
+ "value_embed_0_max_l1_linf_norm": 13.3125,
10
+ "value_embed_0_max_spectral_norm": 3.1130902767181396,
11
+ "value_embed_1_update_fnorm": 32.0,
12
+ "value_embed_1_max_l1_linf_norm": 13.3125,
13
+ "value_embed_1_max_spectral_norm": 3.4900407791137695,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.25,
16
+ "value_embed_2_max_spectral_norm": 2.947925567626953,
17
+ "layer_1_update_fnorm": 3.710808038711548,
18
+ "layer_1_max_l1_linf_norm": 1.9542582035064697,
19
+ "layer_1_max_spectral_norm": 0.11368632316589355,
20
+ "layer_2_update_fnorm": 3.752465009689331,
21
+ "layer_2_max_l1_linf_norm": 2.0187251567840576,
22
+ "layer_2_max_spectral_norm": 0.12049191445112228,
23
+ "layer_3_update_fnorm": 3.7186973094940186,
24
+ "layer_3_max_l1_linf_norm": 1.9542522430419922,
25
+ "layer_3_max_spectral_norm": 0.12050596624612808,
26
+ "layer_4_update_fnorm": 3.697659969329834,
27
+ "layer_4_max_l1_linf_norm": 1.9162737131118774,
28
+ "layer_4_max_spectral_norm": 0.12053409963846207,
29
+ "layer_5_update_fnorm": 3.710160732269287,
30
+ "layer_5_max_l1_linf_norm": 1.8731544017791748,
31
+ "layer_5_max_spectral_norm": 0.1205214187502861,
32
+ "layer_6_update_fnorm": 3.7146213054656982,
33
+ "layer_6_max_l1_linf_norm": 1.9270058870315552,
34
+ "layer_6_max_spectral_norm": 0.12055130302906036,
35
+ "layer_7_update_fnorm": 3.703664779663086,
36
+ "layer_7_max_l1_linf_norm": 1.8880791664123535,
37
+ "layer_7_max_spectral_norm": 0.12052956223487854,
38
+ "layer_8_update_fnorm": 3.722144842147827,
39
+ "layer_8_max_l1_linf_norm": 1.9667043685913086,
40
+ "layer_8_max_spectral_norm": 0.12054206430912018,
41
+ "layer_9_update_fnorm": 3.7592732906341553,
42
+ "layer_9_max_l1_linf_norm": 1.9809266328811646,
43
+ "layer_9_max_spectral_norm": 0.12047919631004333,
44
+ "layer_10_update_fnorm": 3.7598109245300293,
45
+ "layer_10_max_l1_linf_norm": 1.9725793600082397,
46
+ "layer_10_max_spectral_norm": 0.12063644081354141,
47
+ "layer_11_update_fnorm": 3.7074460983276367,
48
+ "layer_11_max_l1_linf_norm": 2.0154895782470703,
49
+ "layer_11_max_spectral_norm": 0.12054308503866196,
50
+ "layer_12_update_fnorm": 3.809303045272827,
51
+ "layer_12_max_l1_linf_norm": 2.218073844909668,
52
+ "layer_12_max_spectral_norm": 0.12042186409235,
53
+ "lm_head_update_fnorm": 33.592281341552734,
54
+ "lm_head_max_l1_linf_norm": 14.483866691589355,
55
+ "lm_head_max_spectral_norm": 7.472790718078613,
56
+ "block0_q_update_fnorm": 1.2517715692520142,
57
+ "block0_q_max_l1_linf_norm": 1.0552537441253662,
58
+ "block0_q_max_spectral_norm": 0.060147784650325775,
59
+ "block0_k_update_fnorm": 1.2494847774505615,
60
+ "block0_k_max_l1_linf_norm": 1.0505895614624023,
61
+ "block0_k_max_spectral_norm": 0.06017524003982544,
62
+ "block0_v_update_fnorm": 1.2354249954223633,
63
+ "block0_v_max_l1_linf_norm": 1.0482852458953857,
64
+ "block0_v_max_spectral_norm": 0.060200322419404984,
65
+ "block0_o_update_fnorm": 1.2406580448150635,
66
+ "block0_o_max_l1_linf_norm": 1.0441763401031494,
67
+ "block0_o_max_spectral_norm": 0.06022999808192253,
68
+ "block0_mlp_win_update_fnorm": 2.4645214080810547,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.5709521770477295,
70
+ "block0_mlp_win_max_spectral_norm": 0.11368632316589355,
71
+ "block0_mlp_wout_update_fnorm": 1.2256872653961182,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9542582035064697,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05944565311074257,
74
+ "block3_q_update_fnorm": 1.1987781524658203,
75
+ "block3_q_max_l1_linf_norm": 1.037995457649231,
76
+ "block3_q_max_spectral_norm": 0.060194168239831924,
77
+ "block3_k_update_fnorm": 1.2226030826568604,
78
+ "block3_k_max_l1_linf_norm": 1.0362021923065186,
79
+ "block3_k_max_spectral_norm": 0.060203421860933304,
80
+ "block3_v_update_fnorm": 1.1704283952713013,
81
+ "block3_v_max_l1_linf_norm": 1.0303890705108643,
82
+ "block3_v_max_spectral_norm": 0.06020049378275871,
83
+ "block3_o_update_fnorm": 1.2279376983642578,
84
+ "block3_o_max_l1_linf_norm": 1.0269899368286133,
85
+ "block3_o_max_spectral_norm": 0.06019217148423195,
86
+ "block3_mlp_win_update_fnorm": 2.5255515575408936,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.9162737131118774,
88
+ "block3_mlp_win_max_spectral_norm": 0.12053409963846207,
89
+ "block3_mlp_wout_update_fnorm": 1.218379020690918,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.8771095275878906,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05687041953206062,
92
+ "block7_q_update_fnorm": 1.1804449558258057,
93
+ "block7_q_max_l1_linf_norm": 1.0622974634170532,
94
+ "block7_q_max_spectral_norm": 0.060192935168743134,
95
+ "block7_k_update_fnorm": 1.2081334590911865,
96
+ "block7_k_max_l1_linf_norm": 1.0842684507369995,
97
+ "block7_k_max_spectral_norm": 0.06020868942141533,
98
+ "block7_v_update_fnorm": 1.1842255592346191,
99
+ "block7_v_max_l1_linf_norm": 1.0324045419692993,
100
+ "block7_v_max_spectral_norm": 0.06019723787903786,
101
+ "block7_o_update_fnorm": 1.224689245223999,
102
+ "block7_o_max_l1_linf_norm": 1.0254089832305908,
103
+ "block7_o_max_spectral_norm": 0.06018455699086189,
104
+ "block7_mlp_win_update_fnorm": 2.5591580867767334,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.8769242763519287,
106
+ "block7_mlp_win_max_spectral_norm": 0.12054206430912018,
107
+ "block7_mlp_wout_update_fnorm": 1.2448620796203613,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.9667043685913086,
109
+ "block7_mlp_wout_max_spectral_norm": 0.056997545063495636,
110
+ "block11_q_update_fnorm": 1.2194513082504272,
111
+ "block11_q_max_l1_linf_norm": 1.0747772455215454,
112
+ "block11_q_max_spectral_norm": 0.060205504298210144,
113
+ "block11_k_update_fnorm": 1.226574420928955,
114
+ "block11_k_max_l1_linf_norm": 1.0703991651535034,
115
+ "block11_k_max_spectral_norm": 0.060190219432115555,
116
+ "block11_v_update_fnorm": 1.1707018613815308,
117
+ "block11_v_max_l1_linf_norm": 1.0298248529434204,
118
+ "block11_v_max_spectral_norm": 0.06019061431288719,
119
+ "block11_o_update_fnorm": 1.2398625612258911,
120
+ "block11_o_max_l1_linf_norm": 1.0426228046417236,
121
+ "block11_o_max_spectral_norm": 0.06020062789320946,
122
+ "block11_mlp_win_update_fnorm": 2.630352258682251,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.9673658609390259,
124
+ "block11_mlp_win_max_spectral_norm": 0.12042186409235,
125
+ "block11_mlp_wout_update_fnorm": 1.300970196723938,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.218073844909668,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06020565330982208,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.005292775458656251,
130
+ "block_total_sharpness": 0.1174326092004776,
131
+ "v_norm_block": 12.923309326171875,
132
+ "v_T_H_v_block": 19.61264705657959,
133
+ "v_norm": 73.60987091064453,
134
+ "ip_v_neg_g_hvp": 0.15668019652366638,
135
+ "cos_v_neg_g_hvp": 0.005576641298830509,
136
+ "g_hvp_norm": 0.3816852271556854,
137
+ "ip_v_neg_g_t": 1866.05078125,
138
+ "cos_v_neg_g_t": 0.013337668031454086,
139
+ "g_t_norm": 1900.6734619140625,
140
+ "g_norm": 0.3816852271556854,
141
+ "hv_norm": 0.5536046624183655,
142
+ "cos_v_hv": 0.000458171998616308,
143
+ "hg_norm": 27.158262252807617,
144
+ "cos_g_hg": 0.7881495952606201,
145
+ "v_parallel_norm": 0.00922570750117302,
146
+ "v_perp_norm": 73.60987091064453,
147
+ "embed_v_norm": 32.343509674072266,
148
+ "embed_cos_v_neg_g": 0.0708141177892685,
149
+ "value_embed_0_v_norm": 31.617633819580078,
150
+ "value_embed_0_cos_v_neg_g": 0.0588066466152668,
151
+ "value_embed_1_v_norm": 32.06381607055664,
152
+ "value_embed_1_cos_v_neg_g": 0.0678647831082344,
153
+ "value_embed_2_v_norm": 32.389747619628906,
154
+ "value_embed_2_cos_v_neg_g": 0.0641695037484169,
155
+ "layer_1_v_norm": 3.710808038711548,
156
+ "layer_1_cos_v_neg_g": 0.019084731116890907,
157
+ "layer_2_v_norm": 3.752465009689331,
158
+ "layer_2_cos_v_neg_g": 0.0035387547686696053,
159
+ "layer_3_v_norm": 3.7186973094940186,
160
+ "layer_3_cos_v_neg_g": 0.03834166377782822,
161
+ "layer_4_v_norm": 3.697659969329834,
162
+ "layer_4_cos_v_neg_g": 0.040106553584337234,
163
+ "layer_5_v_norm": 3.710160732269287,
164
+ "layer_5_cos_v_neg_g": 0.03197650983929634,
165
+ "layer_6_v_norm": 3.7146213054656982,
166
+ "layer_6_cos_v_neg_g": 0.034268736839294434,
167
+ "layer_7_v_norm": 3.703664779663086,
168
+ "layer_7_cos_v_neg_g": 0.03379523381590843,
169
+ "layer_8_v_norm": 3.722144842147827,
170
+ "layer_8_cos_v_neg_g": 0.024107014760375023,
171
+ "layer_9_v_norm": 3.7592732906341553,
172
+ "layer_9_cos_v_neg_g": 0.034649770706892014,
173
+ "layer_10_v_norm": 3.7598109245300293,
174
+ "layer_10_cos_v_neg_g": 0.02934638038277626,
175
+ "layer_11_v_norm": 3.7074460983276367,
176
+ "layer_11_cos_v_neg_g": 0.03756716847419739,
177
+ "layer_12_v_norm": 3.809303045272827,
178
+ "layer_12_cos_v_neg_g": 0.02533707767724991,
179
+ "lm_head_v_norm": 33.592281341552734,
180
+ "lm_head_cos_v_neg_g": 0.06676384806632996,
181
+ "block0_q_v_norm": 1.2517715692520142,
182
+ "block0_q_cos_v_neg_g": 0.06764181703329086,
183
+ "block0_k_v_norm": 1.2494847774505615,
184
+ "block0_k_cos_v_neg_g": 0.06523966044187546,
185
+ "block0_v_v_norm": 1.2354249954223633,
186
+ "block0_v_cos_v_neg_g": 0.045137982815504074,
187
+ "block0_o_v_norm": 1.2406580448150635,
188
+ "block0_o_cos_v_neg_g": 0.05388405919075012,
189
+ "block0_mlp_win_v_norm": 2.4645214080810547,
190
+ "block0_mlp_win_cos_v_neg_g": 0.0769607424736023,
191
+ "block0_mlp_wout_v_norm": 1.2256872653961182,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06106644123792648,
193
+ "block3_q_v_norm": 1.1987781524658203,
194
+ "block3_q_cos_v_neg_g": 0.038746535778045654,
195
+ "block3_k_v_norm": 1.2226030826568604,
196
+ "block3_k_cos_v_neg_g": 0.04436638206243515,
197
+ "block3_v_v_norm": 1.1704283952713013,
198
+ "block3_v_cos_v_neg_g": 0.02459571696817875,
199
+ "block3_o_v_norm": 1.2279376983642578,
200
+ "block3_o_cos_v_neg_g": 0.051096003502607346,
201
+ "block3_mlp_win_v_norm": 2.5255515575408936,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05420272424817085,
203
+ "block3_mlp_wout_v_norm": 1.218379020690918,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07563507556915283,
205
+ "block7_q_v_norm": 1.1804449558258057,
206
+ "block7_q_cos_v_neg_g": 0.039122868329286575,
207
+ "block7_k_v_norm": 1.2081334590911865,
208
+ "block7_k_cos_v_neg_g": 0.03865888714790344,
209
+ "block7_v_v_norm": 1.1842255592346191,
210
+ "block7_v_cos_v_neg_g": 0.029552239924669266,
211
+ "block7_o_v_norm": 1.224689245223999,
212
+ "block7_o_cos_v_neg_g": 0.040892671793699265,
213
+ "block7_mlp_win_v_norm": 2.5591580867767334,
214
+ "block7_mlp_win_cos_v_neg_g": 0.04584852606058121,
215
+ "block7_mlp_wout_v_norm": 1.2448620796203613,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.07716327905654907,
217
+ "block11_q_v_norm": 1.2194513082504272,
218
+ "block11_q_cos_v_neg_g": 0.029974764212965965,
219
+ "block11_k_v_norm": 1.226574420928955,
220
+ "block11_k_cos_v_neg_g": 0.03269261494278908,
221
+ "block11_v_v_norm": 1.1707018613815308,
222
+ "block11_v_cos_v_neg_g": 0.023721963167190552,
223
+ "block11_o_v_norm": 1.2398625612258911,
224
+ "block11_o_cos_v_neg_g": 0.04481089860200882,
225
+ "block11_mlp_win_v_norm": 2.630352258682251,
226
+ "block11_mlp_win_cos_v_neg_g": 0.032622382044792175,
227
+ "block11_mlp_wout_v_norm": 1.300970196723938,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04537385702133179,
229
+ "embed_sharpness": 0.00024080020375549793,
230
+ "value_embed_0_sharpness": 1.5734660337329842e-05,
231
+ "value_embed_1_sharpness": 8.839652764436323e-05,
232
+ "value_embed_2_sharpness": 0.00020734067220473662,
233
+ "layer_1_sharpness": 0.03781044390052557,
234
+ "layer_2_sharpness": 0.19814570993185043,
235
+ "layer_3_sharpness": 0.009619813179597259,
236
+ "layer_4_sharpness": 0.007235119817778468,
237
+ "layer_5_sharpness": 0.009231619304046035,
238
+ "layer_6_sharpness": 0.0034256356302648783,
239
+ "layer_7_sharpness": 0.00660121045075357,
240
+ "layer_8_sharpness": 0.027675230987370014,
241
+ "layer_9_sharpness": 0.0027754863258451223,
242
+ "layer_10_sharpness": 0.0031775718089193106,
243
+ "layer_11_sharpness": 0.011784635949879885,
244
+ "layer_12_sharpness": 0.2833775505423546,
245
+ "lm_head_sharpness": 0.0010382973414380103,
246
+ "block0_q_sharpness": 0.0005223268090048805,
247
+ "block0_k_sharpness": 0.0005455696518765762,
248
+ "block0_v_sharpness": 0.0002632101168273948,
249
+ "block0_o_sharpness": 0.000499559857416898,
250
+ "block0_mlp_win_sharpness": 0.0022885288344696164,
251
+ "block0_mlp_wout_sharpness": 0.011995925568044186,
252
+ "block3_q_sharpness": 0.0011414607579354197,
253
+ "block3_k_sharpness": 0.0008098700491245836,
254
+ "block3_v_sharpness": 0.0037576057948172092,
255
+ "block3_o_sharpness": 0.0010892596619669348,
256
+ "block3_mlp_win_sharpness": 0.0019350002403371036,
257
+ "block3_mlp_wout_sharpness": 0.003976545995101333,
258
+ "block7_q_sharpness": 0.04668223578482866,
259
+ "block7_k_sharpness": 0.004026070120744407,
260
+ "block7_v_sharpness": 0.01963474927470088,
261
+ "block7_o_sharpness": 0.007140706060454249,
262
+ "block7_mlp_win_sharpness": 0.002202706702519208,
263
+ "block7_mlp_wout_sharpness": 0.0021199366310611367,
264
+ "block11_q_sharpness": 0.014774969313293695,
265
+ "block11_k_sharpness": 0.01656593754887581,
266
+ "block11_v_sharpness": 0.017014486715197563,
267
+ "block11_o_sharpness": 0.033505615778267384,
268
+ "block11_mlp_win_sharpness": 0.02684385236352682,
269
+ "block11_mlp_wout_sharpness": 1.0009505152702332,
270
+ "sum_layer_numerators": 8.549167687738358,
271
+ "block_diag_sharpness": 0.05118896594960334,
272
+ "cross_layer_sharpness": 0.06624364325087426
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_3000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 75.64031219482422,
3
+ "total_l1_linf_norm": 681740.375,
4
+ "total_spectral_norm": 75.64083099365234,
5
+ "embed_update_fnorm": 33.5,
6
+ "embed_max_l1_linf_norm": 13.5625,
7
+ "embed_max_spectral_norm": 5.251839637756348,
8
+ "value_embed_0_update_fnorm": 32.5,
9
+ "value_embed_0_max_l1_linf_norm": 13.4375,
10
+ "value_embed_0_max_spectral_norm": 2.9793403148651123,
11
+ "value_embed_1_update_fnorm": 33.0,
12
+ "value_embed_1_max_l1_linf_norm": 13.5,
13
+ "value_embed_1_max_spectral_norm": 3.3951268196105957,
14
+ "value_embed_2_update_fnorm": 32.75,
15
+ "value_embed_2_max_l1_linf_norm": 13.625,
16
+ "value_embed_2_max_spectral_norm": 2.8608083724975586,
17
+ "layer_1_update_fnorm": 3.6916518211364746,
18
+ "layer_1_max_l1_linf_norm": 1.9538719654083252,
19
+ "layer_1_max_spectral_norm": 0.11362893879413605,
20
+ "layer_2_update_fnorm": 3.7471251487731934,
21
+ "layer_2_max_l1_linf_norm": 1.9669996500015259,
22
+ "layer_2_max_spectral_norm": 0.12047543376684189,
23
+ "layer_3_update_fnorm": 3.7299957275390625,
24
+ "layer_3_max_l1_linf_norm": 1.9435887336730957,
25
+ "layer_3_max_spectral_norm": 0.12043475359678268,
26
+ "layer_4_update_fnorm": 3.7059364318847656,
27
+ "layer_4_max_l1_linf_norm": 1.8884462118148804,
28
+ "layer_4_max_spectral_norm": 0.12061388045549393,
29
+ "layer_5_update_fnorm": 3.7067134380340576,
30
+ "layer_5_max_l1_linf_norm": 1.9136230945587158,
31
+ "layer_5_max_spectral_norm": 0.12056128680706024,
32
+ "layer_6_update_fnorm": 3.7114415168762207,
33
+ "layer_6_max_l1_linf_norm": 1.9559481143951416,
34
+ "layer_6_max_spectral_norm": 0.1204831525683403,
35
+ "layer_7_update_fnorm": 3.7079896926879883,
36
+ "layer_7_max_l1_linf_norm": 1.8849971294403076,
37
+ "layer_7_max_spectral_norm": 0.12050720304250717,
38
+ "layer_8_update_fnorm": 3.712092161178589,
39
+ "layer_8_max_l1_linf_norm": 1.9610685110092163,
40
+ "layer_8_max_spectral_norm": 0.12057694047689438,
41
+ "layer_9_update_fnorm": 3.7591726779937744,
42
+ "layer_9_max_l1_linf_norm": 1.9190654754638672,
43
+ "layer_9_max_spectral_norm": 0.1205286905169487,
44
+ "layer_10_update_fnorm": 3.7635385990142822,
45
+ "layer_10_max_l1_linf_norm": 1.9913277626037598,
46
+ "layer_10_max_spectral_norm": 0.12064611911773682,
47
+ "layer_11_update_fnorm": 3.708381414413452,
48
+ "layer_11_max_l1_linf_norm": 1.9967460632324219,
49
+ "layer_11_max_spectral_norm": 0.12054654210805893,
50
+ "layer_12_update_fnorm": 3.8206863403320312,
51
+ "layer_12_max_l1_linf_norm": 2.191547155380249,
52
+ "layer_12_max_spectral_norm": 0.12044152617454529,
53
+ "lm_head_update_fnorm": 34.67644119262695,
54
+ "lm_head_max_l1_linf_norm": 14.437098503112793,
55
+ "lm_head_max_spectral_norm": 8.152756690979004,
56
+ "block0_q_update_fnorm": 1.2469501495361328,
57
+ "block0_q_max_l1_linf_norm": 1.0593290328979492,
58
+ "block0_q_max_spectral_norm": 0.060167938470840454,
59
+ "block0_k_update_fnorm": 1.2459864616394043,
60
+ "block0_k_max_l1_linf_norm": 1.053517460823059,
61
+ "block0_k_max_spectral_norm": 0.06015818566083908,
62
+ "block0_v_update_fnorm": 1.2273564338684082,
63
+ "block0_v_max_l1_linf_norm": 1.034907341003418,
64
+ "block0_v_max_spectral_norm": 0.06021934375166893,
65
+ "block0_o_update_fnorm": 1.2412340641021729,
66
+ "block0_o_max_l1_linf_norm": 1.0308455228805542,
67
+ "block0_o_max_spectral_norm": 0.060208987444639206,
68
+ "block0_mlp_win_update_fnorm": 2.4438364505767822,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.5959200859069824,
70
+ "block0_mlp_win_max_spectral_norm": 0.11362893879413605,
71
+ "block0_mlp_wout_update_fnorm": 1.2253614664077759,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9538719654083252,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05963076651096344,
74
+ "block3_q_update_fnorm": 1.202642798423767,
75
+ "block3_q_max_l1_linf_norm": 1.050565481185913,
76
+ "block3_q_max_spectral_norm": 0.06017068400979042,
77
+ "block3_k_update_fnorm": 1.223749041557312,
78
+ "block3_k_max_l1_linf_norm": 1.0304675102233887,
79
+ "block3_k_max_spectral_norm": 0.060199838131666183,
80
+ "block3_v_update_fnorm": 1.1754798889160156,
81
+ "block3_v_max_l1_linf_norm": 1.020066738128662,
82
+ "block3_v_max_spectral_norm": 0.06019153445959091,
83
+ "block3_o_update_fnorm": 1.2284921407699585,
84
+ "block3_o_max_l1_linf_norm": 1.024306058883667,
85
+ "block3_o_max_spectral_norm": 0.0602058507502079,
86
+ "block3_mlp_win_update_fnorm": 2.5329983234405518,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8273756504058838,
88
+ "block3_mlp_win_max_spectral_norm": 0.12061388045549393,
89
+ "block3_mlp_wout_update_fnorm": 1.2177201509475708,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.8884462118148804,
91
+ "block3_mlp_wout_max_spectral_norm": 0.056825295090675354,
92
+ "block7_q_update_fnorm": 1.1927894353866577,
93
+ "block7_q_max_l1_linf_norm": 1.0852060317993164,
94
+ "block7_q_max_spectral_norm": 0.06019263714551926,
95
+ "block7_k_update_fnorm": 1.2075109481811523,
96
+ "block7_k_max_l1_linf_norm": 1.0666813850402832,
97
+ "block7_k_max_spectral_norm": 0.06019868329167366,
98
+ "block7_v_update_fnorm": 1.1949474811553955,
99
+ "block7_v_max_l1_linf_norm": 1.0337421894073486,
100
+ "block7_v_max_spectral_norm": 0.06019880995154381,
101
+ "block7_o_update_fnorm": 1.2282507419586182,
102
+ "block7_o_max_l1_linf_norm": 1.029826283454895,
103
+ "block7_o_max_spectral_norm": 0.06018655747175217,
104
+ "block7_mlp_win_update_fnorm": 2.5318684577941895,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.9385097026824951,
106
+ "block7_mlp_win_max_spectral_norm": 0.12057694047689438,
107
+ "block7_mlp_wout_update_fnorm": 1.2457257509231567,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.9610685110092163,
109
+ "block7_mlp_wout_max_spectral_norm": 0.056996800005435944,
110
+ "block11_q_update_fnorm": 1.2172235250473022,
111
+ "block11_q_max_l1_linf_norm": 1.0662187337875366,
112
+ "block11_q_max_spectral_norm": 0.06020791828632355,
113
+ "block11_k_update_fnorm": 1.2258243560791016,
114
+ "block11_k_max_l1_linf_norm": 1.0850602388381958,
115
+ "block11_k_max_spectral_norm": 0.060193296521902084,
116
+ "block11_v_update_fnorm": 1.1722770929336548,
117
+ "block11_v_max_l1_linf_norm": 1.0414172410964966,
118
+ "block11_v_max_spectral_norm": 0.06019938364624977,
119
+ "block11_o_update_fnorm": 1.2361810207366943,
120
+ "block11_o_max_l1_linf_norm": 1.0330665111541748,
121
+ "block11_o_max_spectral_norm": 0.06021217629313469,
122
+ "block11_mlp_win_update_fnorm": 2.6461308002471924,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6097484827041626,
124
+ "block11_mlp_win_max_spectral_norm": 0.12044152617454529,
125
+ "block11_mlp_wout_update_fnorm": 1.307167887687683,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.191547155380249,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06024488806724548,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.003262845450080931,
130
+ "block_total_sharpness": 0.07345964759588242,
131
+ "v_norm_block": 12.923030853271484,
132
+ "v_T_H_v_block": 12.268107891082764,
133
+ "v_norm": 75.64080810546875,
134
+ "ip_v_neg_g_hvp": 0.15684252977371216,
135
+ "cos_v_neg_g_hvp": 0.005628063343465328,
136
+ "g_hvp_norm": 0.368424654006958,
137
+ "ip_v_neg_g_t": 1995.972900390625,
138
+ "cos_v_neg_g_t": 0.014058945700526237,
139
+ "g_t_norm": 1876.9197998046875,
140
+ "g_norm": 0.368424654006958,
141
+ "hv_norm": 0.23455935716629028,
142
+ "cos_v_hv": 0.0006850285571999848,
143
+ "hg_norm": 10.316609382629395,
144
+ "cos_g_hg": 0.8200976252555847,
145
+ "v_parallel_norm": 0.010407228954136372,
146
+ "v_perp_norm": 75.64080810546875,
147
+ "embed_v_norm": 33.41525650024414,
148
+ "embed_cos_v_neg_g": 0.06815975159406662,
149
+ "value_embed_0_v_norm": 32.49428176879883,
150
+ "value_embed_0_cos_v_neg_g": 0.058898862451314926,
151
+ "value_embed_1_v_norm": 33.10430145263672,
152
+ "value_embed_1_cos_v_neg_g": 0.06579136103391647,
153
+ "value_embed_2_v_norm": 32.919944763183594,
154
+ "value_embed_2_cos_v_neg_g": 0.0633147582411766,
155
+ "layer_1_v_norm": 3.6916518211364746,
156
+ "layer_1_cos_v_neg_g": 0.017177725210785866,
157
+ "layer_2_v_norm": 3.7471251487731934,
158
+ "layer_2_cos_v_neg_g": 0.003244518768042326,
159
+ "layer_3_v_norm": 3.7299957275390625,
160
+ "layer_3_cos_v_neg_g": 0.03525611385703087,
161
+ "layer_4_v_norm": 3.7059361934661865,
162
+ "layer_4_cos_v_neg_g": 0.04050326719880104,
163
+ "layer_5_v_norm": 3.7067134380340576,
164
+ "layer_5_cos_v_neg_g": 0.02840961143374443,
165
+ "layer_6_v_norm": 3.7114415168762207,
166
+ "layer_6_cos_v_neg_g": 0.04036572575569153,
167
+ "layer_7_v_norm": 3.7079896926879883,
168
+ "layer_7_cos_v_neg_g": 0.04197118803858757,
169
+ "layer_8_v_norm": 3.712092161178589,
170
+ "layer_8_cos_v_neg_g": 0.028524477034807205,
171
+ "layer_9_v_norm": 3.7591726779937744,
172
+ "layer_9_cos_v_neg_g": 0.039107780903577805,
173
+ "layer_10_v_norm": 3.7635385990142822,
174
+ "layer_10_cos_v_neg_g": 0.03305439651012421,
175
+ "layer_11_v_norm": 3.708381414413452,
176
+ "layer_11_cos_v_neg_g": 0.04251021891832352,
177
+ "layer_12_v_norm": 3.8206863403320312,
178
+ "layer_12_cos_v_neg_g": 0.026067344471812248,
179
+ "lm_head_v_norm": 34.67644119262695,
180
+ "lm_head_cos_v_neg_g": 0.06982798874378204,
181
+ "block0_q_v_norm": 1.2469501495361328,
182
+ "block0_q_cos_v_neg_g": 0.06942499428987503,
183
+ "block0_k_v_norm": 1.2459864616394043,
184
+ "block0_k_cos_v_neg_g": 0.0727805644273758,
185
+ "block0_v_v_norm": 1.2273564338684082,
186
+ "block0_v_cos_v_neg_g": 0.04749815911054611,
187
+ "block0_o_v_norm": 1.2412340641021729,
188
+ "block0_o_cos_v_neg_g": 0.05749629810452461,
189
+ "block0_mlp_win_v_norm": 2.4438364505767822,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07948208600282669,
191
+ "block0_mlp_wout_v_norm": 1.2253614664077759,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06566321104764938,
193
+ "block3_q_v_norm": 1.202642798423767,
194
+ "block3_q_cos_v_neg_g": 0.03689418360590935,
195
+ "block3_k_v_norm": 1.223749041557312,
196
+ "block3_k_cos_v_neg_g": 0.04645993188023567,
197
+ "block3_v_v_norm": 1.1754798889160156,
198
+ "block3_v_cos_v_neg_g": 0.02764080837368965,
199
+ "block3_o_v_norm": 1.2284921407699585,
200
+ "block3_o_cos_v_neg_g": 0.05125194787979126,
201
+ "block3_mlp_win_v_norm": 2.5329983234405518,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05560928210616112,
203
+ "block3_mlp_wout_v_norm": 1.2177201509475708,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07573827356100082,
205
+ "block7_q_v_norm": 1.1927894353866577,
206
+ "block7_q_cos_v_neg_g": 0.03146423399448395,
207
+ "block7_k_v_norm": 1.2075109481811523,
208
+ "block7_k_cos_v_neg_g": 0.03884344547986984,
209
+ "block7_v_v_norm": 1.1949474811553955,
210
+ "block7_v_cos_v_neg_g": 0.033116456121206284,
211
+ "block7_o_v_norm": 1.2282507419586182,
212
+ "block7_o_cos_v_neg_g": 0.04453522711992264,
213
+ "block7_mlp_win_v_norm": 2.5318684577941895,
214
+ "block7_mlp_win_cos_v_neg_g": 0.05123746395111084,
215
+ "block7_mlp_wout_v_norm": 1.2457257509231567,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08185510337352753,
217
+ "block11_q_v_norm": 1.2172235250473022,
218
+ "block11_q_cos_v_neg_g": 0.03427207097411156,
219
+ "block11_k_v_norm": 1.2258243560791016,
220
+ "block11_k_cos_v_neg_g": 0.03973119333386421,
221
+ "block11_v_v_norm": 1.1722770929336548,
222
+ "block11_v_cos_v_neg_g": 0.02291535772383213,
223
+ "block11_o_v_norm": 1.2361810207366943,
224
+ "block11_o_cos_v_neg_g": 0.04668508842587471,
225
+ "block11_mlp_win_v_norm": 2.6461308002471924,
226
+ "block11_mlp_win_cos_v_neg_g": 0.03258110210299492,
227
+ "block11_mlp_wout_v_norm": 1.307167887687683,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.049794040620326996,
229
+ "embed_sharpness": 0.00014121040294412524,
230
+ "value_embed_0_sharpness": 1.9515013264026493e-05,
231
+ "value_embed_1_sharpness": 6.897503590153065e-05,
232
+ "value_embed_2_sharpness": 0.0002069755137199536,
233
+ "layer_1_sharpness": 0.0035973871126770973,
234
+ "layer_2_sharpness": 0.15367627143859863,
235
+ "layer_3_sharpness": 0.0026137936511076987,
236
+ "layer_4_sharpness": 0.0032900716178119183,
237
+ "layer_5_sharpness": 0.0016903768409974873,
238
+ "layer_6_sharpness": 0.0003843481099465862,
239
+ "layer_7_sharpness": 0.003751060226932168,
240
+ "layer_8_sharpness": 0.007218979764729738,
241
+ "layer_9_sharpness": 0.0027031052741222084,
242
+ "layer_10_sharpness": 0.0004229683836456388,
243
+ "layer_11_sharpness": -0.00041875254828482866,
244
+ "layer_12_sharpness": 0.27298877388238907,
245
+ "lm_head_sharpness": 0.001226043503265828,
246
+ "block0_q_sharpness": 0.0010131389717571437,
247
+ "block0_k_sharpness": 0.0008197188726626337,
248
+ "block0_v_sharpness": 0.00010350313459639437,
249
+ "block0_o_sharpness": 0.0002853384503396228,
250
+ "block0_mlp_win_sharpness": 0.001505961874499917,
251
+ "block0_mlp_wout_sharpness": 0.009186155162751675,
252
+ "block3_q_sharpness": 0.0007777346181683242,
253
+ "block3_k_sharpness": 0.000702856938005425,
254
+ "block3_v_sharpness": 0.00309053307864815,
255
+ "block3_o_sharpness": 0.0008356464968528599,
256
+ "block3_mlp_win_sharpness": 0.0022298478288576007,
257
+ "block3_mlp_wout_sharpness": 0.0025141628575511277,
258
+ "block7_q_sharpness": 0.011716429609805346,
259
+ "block7_k_sharpness": 0.0037330614868551493,
260
+ "block7_v_sharpness": 0.01787245273590088,
261
+ "block7_o_sharpness": 0.004974898067303002,
262
+ "block7_mlp_win_sharpness": 0.0024759956868365407,
263
+ "block7_mlp_wout_sharpness": 0.002626165864057839,
264
+ "block11_q_sharpness": 0.01149732805788517,
265
+ "block11_k_sharpness": 0.011318713892251253,
266
+ "block11_v_sharpness": 0.011676000896841288,
267
+ "block11_o_sharpness": 0.03401706274598837,
268
+ "block11_mlp_win_sharpness": 0.02315355185419321,
269
+ "block11_mlp_wout_sharpness": 1.2309405505657196,
270
+ "sum_layer_numerators": 6.491330084099916,
271
+ "block_diag_sharpness": 0.03886913995001032,
272
+ "cross_layer_sharpness": 0.0345905076458721
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_3500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.66736602783203,
3
+ "total_l1_linf_norm": 658573.375,
4
+ "total_spectral_norm": 73.61804962158203,
5
+ "embed_update_fnorm": 32.5,
6
+ "embed_max_l1_linf_norm": 13.5,
7
+ "embed_max_spectral_norm": 4.9399333000183105,
8
+ "value_embed_0_update_fnorm": 31.5,
9
+ "value_embed_0_max_l1_linf_norm": 13.4375,
10
+ "value_embed_0_max_spectral_norm": 2.7996041774749756,
11
+ "value_embed_1_update_fnorm": 32.25,
12
+ "value_embed_1_max_l1_linf_norm": 13.375,
13
+ "value_embed_1_max_spectral_norm": 3.2762794494628906,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.4375,
16
+ "value_embed_2_max_spectral_norm": 2.785667896270752,
17
+ "layer_1_update_fnorm": 3.6955158710479736,
18
+ "layer_1_max_l1_linf_norm": 1.923222303390503,
19
+ "layer_1_max_spectral_norm": 0.1136343851685524,
20
+ "layer_2_update_fnorm": 3.7512104511260986,
21
+ "layer_2_max_l1_linf_norm": 1.9488908052444458,
22
+ "layer_2_max_spectral_norm": 0.12039536982774734,
23
+ "layer_3_update_fnorm": 3.7274060249328613,
24
+ "layer_3_max_l1_linf_norm": 1.9562625885009766,
25
+ "layer_3_max_spectral_norm": 0.12060236185789108,
26
+ "layer_4_update_fnorm": 3.6971962451934814,
27
+ "layer_4_max_l1_linf_norm": 1.8957955837249756,
28
+ "layer_4_max_spectral_norm": 0.12044716626405716,
29
+ "layer_5_update_fnorm": 3.699557065963745,
30
+ "layer_5_max_l1_linf_norm": 1.91082763671875,
31
+ "layer_5_max_spectral_norm": 0.12046955525875092,
32
+ "layer_6_update_fnorm": 3.6994354724884033,
33
+ "layer_6_max_l1_linf_norm": 1.9736135005950928,
34
+ "layer_6_max_spectral_norm": 0.11977057158946991,
35
+ "layer_7_update_fnorm": 3.6956968307495117,
36
+ "layer_7_max_l1_linf_norm": 1.9204356670379639,
37
+ "layer_7_max_spectral_norm": 0.12046204507350922,
38
+ "layer_8_update_fnorm": 3.72037410736084,
39
+ "layer_8_max_l1_linf_norm": 1.9777625799179077,
40
+ "layer_8_max_spectral_norm": 0.12055511772632599,
41
+ "layer_9_update_fnorm": 3.7595372200012207,
42
+ "layer_9_max_l1_linf_norm": 1.9320440292358398,
43
+ "layer_9_max_spectral_norm": 0.12059412896633148,
44
+ "layer_10_update_fnorm": 3.797877311706543,
45
+ "layer_10_max_l1_linf_norm": 2.0139267444610596,
46
+ "layer_10_max_spectral_norm": 0.12042809277772903,
47
+ "layer_11_update_fnorm": 3.709611415863037,
48
+ "layer_11_max_l1_linf_norm": 2.011945962905884,
49
+ "layer_11_max_spectral_norm": 0.12053250521421432,
50
+ "layer_12_update_fnorm": 3.831580638885498,
51
+ "layer_12_max_l1_linf_norm": 2.1848387718200684,
52
+ "layer_12_max_spectral_norm": 0.1204666942358017,
53
+ "lm_head_update_fnorm": 33.16202926635742,
54
+ "lm_head_max_l1_linf_norm": 13.695306777954102,
55
+ "lm_head_max_spectral_norm": 6.7015485763549805,
56
+ "block0_q_update_fnorm": 1.248775839805603,
57
+ "block0_q_max_l1_linf_norm": 1.0488853454589844,
58
+ "block0_q_max_spectral_norm": 0.06018771976232529,
59
+ "block0_k_update_fnorm": 1.2481061220169067,
60
+ "block0_k_max_l1_linf_norm": 1.0523604154586792,
61
+ "block0_k_max_spectral_norm": 0.06015411391854286,
62
+ "block0_v_update_fnorm": 1.2339962720870972,
63
+ "block0_v_max_l1_linf_norm": 1.0326586961746216,
64
+ "block0_v_max_spectral_norm": 0.06020171940326691,
65
+ "block0_o_update_fnorm": 1.2436957359313965,
66
+ "block0_o_max_l1_linf_norm": 1.0384610891342163,
67
+ "block0_o_max_spectral_norm": 0.06023211404681206,
68
+ "block0_mlp_win_update_fnorm": 2.449737787246704,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.5337265729904175,
70
+ "block0_mlp_win_max_spectral_norm": 0.1136343851685524,
71
+ "block0_mlp_wout_update_fnorm": 1.211882472038269,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.923222303390503,
73
+ "block0_mlp_wout_max_spectral_norm": 0.057515356689691544,
74
+ "block3_q_update_fnorm": 1.2100670337677002,
75
+ "block3_q_max_l1_linf_norm": 1.0332057476043701,
76
+ "block3_q_max_spectral_norm": 0.06019912660121918,
77
+ "block3_k_update_fnorm": 1.2291308641433716,
78
+ "block3_k_max_l1_linf_norm": 1.0379949808120728,
79
+ "block3_k_max_spectral_norm": 0.060208357870578766,
80
+ "block3_v_update_fnorm": 1.1934444904327393,
81
+ "block3_v_max_l1_linf_norm": 1.0348906517028809,
82
+ "block3_v_max_spectral_norm": 0.06020009145140648,
83
+ "block3_o_update_fnorm": 1.230185866355896,
84
+ "block3_o_max_l1_linf_norm": 1.0298175811767578,
85
+ "block3_o_max_spectral_norm": 0.06019619107246399,
86
+ "block3_mlp_win_update_fnorm": 2.50268816947937,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8948981761932373,
88
+ "block3_mlp_win_max_spectral_norm": 0.12044716626405716,
89
+ "block3_mlp_wout_update_fnorm": 1.2218550443649292,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.8957955837249756,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05683158338069916,
92
+ "block7_q_update_fnorm": 1.2056386470794678,
93
+ "block7_q_max_l1_linf_norm": 1.0832593441009521,
94
+ "block7_q_max_spectral_norm": 0.060212645679712296,
95
+ "block7_k_update_fnorm": 1.2169824838638306,
96
+ "block7_k_max_l1_linf_norm": 1.0572205781936646,
97
+ "block7_k_max_spectral_norm": 0.06019625812768936,
98
+ "block7_v_update_fnorm": 1.19833242893219,
99
+ "block7_v_max_l1_linf_norm": 1.031030535697937,
100
+ "block7_v_max_spectral_norm": 0.06022172048687935,
101
+ "block7_o_update_fnorm": 1.2266285419464111,
102
+ "block7_o_max_l1_linf_norm": 1.0283520221710205,
103
+ "block7_o_max_spectral_norm": 0.060198649764060974,
104
+ "block7_mlp_win_update_fnorm": 2.529355764389038,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.889136791229248,
106
+ "block7_mlp_win_max_spectral_norm": 0.12055511772632599,
107
+ "block7_mlp_wout_update_fnorm": 1.2522273063659668,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.9777625799179077,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05706360936164856,
110
+ "block11_q_update_fnorm": 1.216471552848816,
111
+ "block11_q_max_l1_linf_norm": 1.0637271404266357,
112
+ "block11_q_max_spectral_norm": 0.060192007571458817,
113
+ "block11_k_update_fnorm": 1.2270331382751465,
114
+ "block11_k_max_l1_linf_norm": 1.0883452892303467,
115
+ "block11_k_max_spectral_norm": 0.06018455699086189,
116
+ "block11_v_update_fnorm": 1.1745818853378296,
117
+ "block11_v_max_l1_linf_norm": 1.0287556648254395,
118
+ "block11_v_max_spectral_norm": 0.06017773970961571,
119
+ "block11_o_update_fnorm": 1.2366645336151123,
120
+ "block11_o_max_l1_linf_norm": 1.0406299829483032,
121
+ "block11_o_max_spectral_norm": 0.06021049991250038,
122
+ "block11_mlp_win_update_fnorm": 2.657170534133911,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.755403995513916,
124
+ "block11_mlp_win_max_spectral_norm": 0.1204666942358017,
125
+ "block11_mlp_wout_update_fnorm": 1.3136518001556396,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.1848387718200684,
127
+ "block11_mlp_wout_max_spectral_norm": 0.060244180262088776,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0028693517670035362,
130
+ "block_total_sharpness": 0.05881667509675026,
131
+ "v_norm_block": 12.929166793823242,
132
+ "v_T_H_v_block": 9.831993341445923,
133
+ "v_norm": 73.6180191040039,
134
+ "ip_v_neg_g_hvp": 0.1328749805688858,
135
+ "cos_v_neg_g_hvp": 0.005240183789283037,
136
+ "g_hvp_norm": 0.34443920850753784,
137
+ "ip_v_neg_g_t": 1730.1551513671875,
138
+ "cos_v_neg_g_t": 0.020204192027449608,
139
+ "g_t_norm": 1163.2135009765625,
140
+ "g_norm": 0.34443920850753784,
141
+ "hv_norm": 0.10179515182971954,
142
+ "cos_v_hv": 0.0013509822310879827,
143
+ "hg_norm": 13.311113357543945,
144
+ "cos_g_hg": 0.7184661626815796,
145
+ "v_parallel_norm": 0.008191400207579136,
146
+ "v_perp_norm": 73.6180191040039,
147
+ "embed_v_norm": 32.56159210205078,
148
+ "embed_cos_v_neg_g": 0.060176264494657516,
149
+ "value_embed_0_v_norm": 31.506301879882812,
150
+ "value_embed_0_cos_v_neg_g": 0.05301179364323616,
151
+ "value_embed_1_v_norm": 32.41252899169922,
152
+ "value_embed_1_cos_v_neg_g": 0.05940146744251251,
153
+ "value_embed_2_v_norm": 32.3922233581543,
154
+ "value_embed_2_cos_v_neg_g": 0.05669151991605759,
155
+ "layer_1_v_norm": 3.6955158710479736,
156
+ "layer_1_cos_v_neg_g": 0.015767518430948257,
157
+ "layer_2_v_norm": 3.7512104511260986,
158
+ "layer_2_cos_v_neg_g": 0.0023096625227481127,
159
+ "layer_3_v_norm": 3.7274060249328613,
160
+ "layer_3_cos_v_neg_g": 0.036648571491241455,
161
+ "layer_4_v_norm": 3.6971964836120605,
162
+ "layer_4_cos_v_neg_g": 0.03865720331668854,
163
+ "layer_5_v_norm": 3.699557065963745,
164
+ "layer_5_cos_v_neg_g": 0.028768805786967278,
165
+ "layer_6_v_norm": 3.6994354724884033,
166
+ "layer_6_cos_v_neg_g": 0.034154269844293594,
167
+ "layer_7_v_norm": 3.6956968307495117,
168
+ "layer_7_cos_v_neg_g": 0.035983581095933914,
169
+ "layer_8_v_norm": 3.72037410736084,
170
+ "layer_8_cos_v_neg_g": 0.025385018438100815,
171
+ "layer_9_v_norm": 3.7595372200012207,
172
+ "layer_9_cos_v_neg_g": 0.034289948642253876,
173
+ "layer_10_v_norm": 3.797877311706543,
174
+ "layer_10_cos_v_neg_g": 0.03140745684504509,
175
+ "layer_11_v_norm": 3.709611415863037,
176
+ "layer_11_cos_v_neg_g": 0.032383859157562256,
177
+ "layer_12_v_norm": 3.831580638885498,
178
+ "layer_12_cos_v_neg_g": 0.02010227181017399,
179
+ "lm_head_v_norm": 33.16202926635742,
180
+ "lm_head_cos_v_neg_g": 0.061319876462221146,
181
+ "block0_q_v_norm": 1.248775839805603,
182
+ "block0_q_cos_v_neg_g": 0.06307914108037949,
183
+ "block0_k_v_norm": 1.2481061220169067,
184
+ "block0_k_cos_v_neg_g": 0.06410646438598633,
185
+ "block0_v_v_norm": 1.2339962720870972,
186
+ "block0_v_cos_v_neg_g": 0.04154818505048752,
187
+ "block0_o_v_norm": 1.2436957359313965,
188
+ "block0_o_cos_v_neg_g": 0.05276381969451904,
189
+ "block0_mlp_win_v_norm": 2.449737787246704,
190
+ "block0_mlp_win_cos_v_neg_g": 0.06816469877958298,
191
+ "block0_mlp_wout_v_norm": 1.211882472038269,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.05647573992609978,
193
+ "block3_q_v_norm": 1.2100670337677002,
194
+ "block3_q_cos_v_neg_g": 0.03384234011173248,
195
+ "block3_k_v_norm": 1.2291308641433716,
196
+ "block3_k_cos_v_neg_g": 0.04365493357181549,
197
+ "block3_v_v_norm": 1.1934444904327393,
198
+ "block3_v_cos_v_neg_g": 0.02424655482172966,
199
+ "block3_o_v_norm": 1.230185866355896,
200
+ "block3_o_cos_v_neg_g": 0.04916929453611374,
201
+ "block3_mlp_win_v_norm": 2.50268816947937,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05299913138151169,
203
+ "block3_mlp_wout_v_norm": 1.2218550443649292,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.0743010938167572,
205
+ "block7_q_v_norm": 1.2056386470794678,
206
+ "block7_q_cos_v_neg_g": 0.03512649983167648,
207
+ "block7_k_v_norm": 1.2169824838638306,
208
+ "block7_k_cos_v_neg_g": 0.040019549429416656,
209
+ "block7_v_v_norm": 1.19833242893219,
210
+ "block7_v_cos_v_neg_g": 0.03068702109158039,
211
+ "block7_o_v_norm": 1.2266285419464111,
212
+ "block7_o_cos_v_neg_g": 0.04260490834712982,
213
+ "block7_mlp_win_v_norm": 2.529355764389038,
214
+ "block7_mlp_win_cos_v_neg_g": 0.05138528347015381,
215
+ "block7_mlp_wout_v_norm": 1.2522273063659668,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.07955735921859741,
217
+ "block11_q_v_norm": 1.216471552848816,
218
+ "block11_q_cos_v_neg_g": 0.02744622342288494,
219
+ "block11_k_v_norm": 1.2270331382751465,
220
+ "block11_k_cos_v_neg_g": 0.03414061293005943,
221
+ "block11_v_v_norm": 1.1745818853378296,
222
+ "block11_v_cos_v_neg_g": 0.02035972662270069,
223
+ "block11_o_v_norm": 1.2366645336151123,
224
+ "block11_o_cos_v_neg_g": 0.03907081112265587,
225
+ "block11_mlp_win_v_norm": 2.657170534133911,
226
+ "block11_mlp_win_cos_v_neg_g": 0.02876470796763897,
227
+ "block11_mlp_wout_v_norm": 1.3136518001556396,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04345863685011864,
229
+ "embed_sharpness": 6.916137499501929e-05,
230
+ "value_embed_0_sharpness": 1.3240094631328247e-05,
231
+ "value_embed_1_sharpness": 4.142862871958641e-05,
232
+ "value_embed_2_sharpness": 0.0001300094954785891,
233
+ "layer_1_sharpness": 0.01643978152424097,
234
+ "layer_2_sharpness": 0.0011528354370966554,
235
+ "layer_3_sharpness": 0.0008447793661616743,
236
+ "layer_4_sharpness": 0.0032030734000727534,
237
+ "layer_5_sharpness": 0.0039130146615207195,
238
+ "layer_6_sharpness": 0.0015469175996258855,
239
+ "layer_7_sharpness": 0.00700730737298727,
240
+ "layer_8_sharpness": 0.008912804536521435,
241
+ "layer_9_sharpness": 0.005909986328333616,
242
+ "layer_10_sharpness": 0.005810699891299009,
243
+ "layer_11_sharpness": 0.006725930375978351,
244
+ "layer_12_sharpness": 0.3038310706615448,
245
+ "lm_head_sharpness": 0.0014348271070048213,
246
+ "block0_q_sharpness": 0.00036384582199389115,
247
+ "block0_k_sharpness": 0.00032730583188822493,
248
+ "block0_v_sharpness": 7.039575757517014e-05,
249
+ "block0_o_sharpness": 0.00017703998310025781,
250
+ "block0_mlp_win_sharpness": 0.0009005344763863832,
251
+ "block0_mlp_wout_sharpness": 0.005609736428596079,
252
+ "block3_q_sharpness": 0.0006518659793073311,
253
+ "block3_k_sharpness": 0.0005340225761756301,
254
+ "block3_v_sharpness": 0.004668813664466143,
255
+ "block3_o_sharpness": 0.0006897120183566585,
256
+ "block3_mlp_win_sharpness": 0.0014336684835143387,
257
+ "block3_mlp_wout_sharpness": 0.002086864784359932,
258
+ "block7_q_sharpness": 0.005520477192476392,
259
+ "block7_k_sharpness": 0.0037953124847263098,
260
+ "block7_v_sharpness": 0.01891394192352891,
261
+ "block7_o_sharpness": 0.004204350057989359,
262
+ "block7_mlp_win_sharpness": 0.001602581818588078,
263
+ "block7_mlp_wout_sharpness": 0.0019403033656999469,
264
+ "block11_q_sharpness": 0.007934873225167394,
265
+ "block11_k_sharpness": 0.012182533275336027,
266
+ "block11_v_sharpness": 0.010004597716033459,
267
+ "block11_o_sharpness": 0.037000296637415886,
268
+ "block11_mlp_win_sharpness": 0.02571078110486269,
269
+ "block11_mlp_wout_sharpness": 1.34656423330307,
270
+ "sum_layer_numerators": 5.310505539663067,
271
+ "block_diag_sharpness": 0.03176835959045763,
272
+ "cross_layer_sharpness": 0.02704831550629263
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_4000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.13601684570312,
3
+ "total_l1_linf_norm": 653249.25,
4
+ "total_spectral_norm": 73.33047485351562,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.375,
7
+ "embed_max_spectral_norm": 4.893172264099121,
8
+ "value_embed_0_update_fnorm": 31.5,
9
+ "value_embed_0_max_l1_linf_norm": 13.375,
10
+ "value_embed_0_max_spectral_norm": 2.7393267154693604,
11
+ "value_embed_1_update_fnorm": 32.25,
12
+ "value_embed_1_max_l1_linf_norm": 13.375,
13
+ "value_embed_1_max_spectral_norm": 3.151139736175537,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.4375,
16
+ "value_embed_2_max_spectral_norm": 2.7753746509552,
17
+ "layer_1_update_fnorm": 3.7020113468170166,
18
+ "layer_1_max_l1_linf_norm": 1.9185734987258911,
19
+ "layer_1_max_spectral_norm": 0.11370911449193954,
20
+ "layer_2_update_fnorm": 3.7633628845214844,
21
+ "layer_2_max_l1_linf_norm": 1.9235491752624512,
22
+ "layer_2_max_spectral_norm": 0.12039214372634888,
23
+ "layer_3_update_fnorm": 3.7331957817077637,
24
+ "layer_3_max_l1_linf_norm": 1.9648199081420898,
25
+ "layer_3_max_spectral_norm": 0.12058676779270172,
26
+ "layer_4_update_fnorm": 3.687516450881958,
27
+ "layer_4_max_l1_linf_norm": 1.9032655954360962,
28
+ "layer_4_max_spectral_norm": 0.12016016244888306,
29
+ "layer_5_update_fnorm": 3.7020578384399414,
30
+ "layer_5_max_l1_linf_norm": 1.9020777940750122,
31
+ "layer_5_max_spectral_norm": 0.1202869862318039,
32
+ "layer_6_update_fnorm": 3.70259428024292,
33
+ "layer_6_max_l1_linf_norm": 1.9282288551330566,
34
+ "layer_6_max_spectral_norm": 0.11888349056243896,
35
+ "layer_7_update_fnorm": 3.6934220790863037,
36
+ "layer_7_max_l1_linf_norm": 1.9351131916046143,
37
+ "layer_7_max_spectral_norm": 0.11987169831991196,
38
+ "layer_8_update_fnorm": 3.70424485206604,
39
+ "layer_8_max_l1_linf_norm": 1.996755599975586,
40
+ "layer_8_max_spectral_norm": 0.12026689201593399,
41
+ "layer_9_update_fnorm": 3.739534378051758,
42
+ "layer_9_max_l1_linf_norm": 1.946395993232727,
43
+ "layer_9_max_spectral_norm": 0.12062854319810867,
44
+ "layer_10_update_fnorm": 3.756659984588623,
45
+ "layer_10_max_l1_linf_norm": 2.011147975921631,
46
+ "layer_10_max_spectral_norm": 0.12057927995920181,
47
+ "layer_11_update_fnorm": 3.70524001121521,
48
+ "layer_11_max_l1_linf_norm": 2.0495641231536865,
49
+ "layer_11_max_spectral_norm": 0.12040726840496063,
50
+ "layer_12_update_fnorm": 3.8493480682373047,
51
+ "layer_12_max_l1_linf_norm": 2.2112810611724854,
52
+ "layer_12_max_spectral_norm": 0.12041132897138596,
53
+ "lm_head_update_fnorm": 32.95536804199219,
54
+ "lm_head_max_l1_linf_norm": 13.724355697631836,
55
+ "lm_head_max_spectral_norm": 6.418692111968994,
56
+ "block0_q_update_fnorm": 1.2506911754608154,
57
+ "block0_q_max_l1_linf_norm": 1.051262617111206,
58
+ "block0_q_max_spectral_norm": 0.06016581505537033,
59
+ "block0_k_update_fnorm": 1.2464258670806885,
60
+ "block0_k_max_l1_linf_norm": 1.0404205322265625,
61
+ "block0_k_max_spectral_norm": 0.0601520799100399,
62
+ "block0_v_update_fnorm": 1.237229585647583,
63
+ "block0_v_max_l1_linf_norm": 1.0400068759918213,
64
+ "block0_v_max_spectral_norm": 0.06020810827612877,
65
+ "block0_o_update_fnorm": 1.2433032989501953,
66
+ "block0_o_max_l1_linf_norm": 1.0425997972488403,
67
+ "block0_o_max_spectral_norm": 0.06021295487880707,
68
+ "block0_mlp_win_update_fnorm": 2.4600582122802734,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6063485145568848,
70
+ "block0_mlp_win_max_spectral_norm": 0.11370911449193954,
71
+ "block0_mlp_wout_update_fnorm": 1.2076507806777954,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9185734987258911,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05695708468556404,
74
+ "block3_q_update_fnorm": 1.2120327949523926,
75
+ "block3_q_max_l1_linf_norm": 1.042946457862854,
76
+ "block3_q_max_spectral_norm": 0.06019100546836853,
77
+ "block3_k_update_fnorm": 1.230229377746582,
78
+ "block3_k_max_l1_linf_norm": 1.048997402191162,
79
+ "block3_k_max_spectral_norm": 0.0601910836994648,
80
+ "block3_v_update_fnorm": 1.1907843351364136,
81
+ "block3_v_max_l1_linf_norm": 1.0439956188201904,
82
+ "block3_v_max_spectral_norm": 0.06019477918744087,
83
+ "block3_o_update_fnorm": 1.2339380979537964,
84
+ "block3_o_max_l1_linf_norm": 1.0338618755340576,
85
+ "block3_o_max_spectral_norm": 0.06020364537835121,
86
+ "block3_mlp_win_update_fnorm": 2.4831268787384033,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.902864694595337,
88
+ "block3_mlp_win_max_spectral_norm": 0.12016016244888306,
89
+ "block3_mlp_wout_update_fnorm": 1.22826087474823,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9032655954360962,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05688396468758583,
92
+ "block7_q_update_fnorm": 1.2127783298492432,
93
+ "block7_q_max_l1_linf_norm": 1.0745582580566406,
94
+ "block7_q_max_spectral_norm": 0.060198571532964706,
95
+ "block7_k_update_fnorm": 1.219596028327942,
96
+ "block7_k_max_l1_linf_norm": 1.06467866897583,
97
+ "block7_k_max_spectral_norm": 0.06018764153122902,
98
+ "block7_v_update_fnorm": 1.2111531496047974,
99
+ "block7_v_max_l1_linf_norm": 1.038452386856079,
100
+ "block7_v_max_spectral_norm": 0.06020727381110191,
101
+ "block7_o_update_fnorm": 1.2362154722213745,
102
+ "block7_o_max_l1_linf_norm": 1.0361247062683105,
103
+ "block7_o_max_spectral_norm": 0.06020577996969223,
104
+ "block7_mlp_win_update_fnorm": 2.487287759780884,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.9234976768493652,
106
+ "block7_mlp_win_max_spectral_norm": 0.12026689201593399,
107
+ "block7_mlp_wout_update_fnorm": 1.2574944496154785,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.996755599975586,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05714309960603714,
110
+ "block11_q_update_fnorm": 1.220505714416504,
111
+ "block11_q_max_l1_linf_norm": 1.0617778301239014,
112
+ "block11_q_max_spectral_norm": 0.06019522622227669,
113
+ "block11_k_update_fnorm": 1.2296062707901,
114
+ "block11_k_max_l1_linf_norm": 1.0847198963165283,
115
+ "block11_k_max_spectral_norm": 0.06017910689115524,
116
+ "block11_v_update_fnorm": 1.1778666973114014,
117
+ "block11_v_max_l1_linf_norm": 1.0357097387313843,
118
+ "block11_v_max_spectral_norm": 0.060200903564691544,
119
+ "block11_o_update_fnorm": 1.2375749349594116,
120
+ "block11_o_max_l1_linf_norm": 1.03373384475708,
121
+ "block11_o_max_spectral_norm": 0.06019445136189461,
122
+ "block11_mlp_win_update_fnorm": 2.673867702484131,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.9170092344284058,
124
+ "block11_mlp_win_max_spectral_norm": 0.12041132897138596,
125
+ "block11_mlp_wout_update_fnorm": 1.3218376636505127,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2112810611724854,
127
+ "block11_mlp_wout_max_spectral_norm": 0.0602290965616703,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.004306355025619268,
130
+ "block_total_sharpness": 0.08381104655563831,
131
+ "v_norm_block": 12.915975570678711,
132
+ "v_T_H_v_block": 13.981563091278076,
133
+ "v_norm": 73.33045959472656,
134
+ "ip_v_neg_g_hvp": 0.15223249793052673,
135
+ "cos_v_neg_g_hvp": 0.0053076366893947124,
136
+ "g_hvp_norm": 0.39113059639930725,
137
+ "ip_v_neg_g_t": 1765.774169921875,
138
+ "cos_v_neg_g_t": 0.00837541464716196,
139
+ "g_t_norm": 2875.04345703125,
140
+ "g_norm": 0.39113059639930725,
141
+ "hv_norm": 0.31743884086608887,
142
+ "cos_v_hv": 0.0006476538255810738,
143
+ "hg_norm": 17.92561912536621,
144
+ "cos_g_hg": 0.8774666786193848,
145
+ "v_parallel_norm": 0.007934702560305595,
146
+ "v_perp_norm": 73.33045959472656,
147
+ "embed_v_norm": 32.31169509887695,
148
+ "embed_cos_v_neg_g": 0.07476133853197098,
149
+ "value_embed_0_v_norm": 31.587509155273438,
150
+ "value_embed_0_cos_v_neg_g": 0.06636899709701538,
151
+ "value_embed_1_v_norm": 32.33148193359375,
152
+ "value_embed_1_cos_v_neg_g": 0.07296913117170334,
153
+ "value_embed_2_v_norm": 32.207733154296875,
154
+ "value_embed_2_cos_v_neg_g": 0.06702303886413574,
155
+ "layer_1_v_norm": 3.7020113468170166,
156
+ "layer_1_cos_v_neg_g": 0.01692577637732029,
157
+ "layer_2_v_norm": 3.7633628845214844,
158
+ "layer_2_cos_v_neg_g": 0.0029996572993695736,
159
+ "layer_3_v_norm": 3.7331957817077637,
160
+ "layer_3_cos_v_neg_g": 0.04270822927355766,
161
+ "layer_4_v_norm": 3.687516450881958,
162
+ "layer_4_cos_v_neg_g": 0.04433398321270943,
163
+ "layer_5_v_norm": 3.7020578384399414,
164
+ "layer_5_cos_v_neg_g": 0.026952439919114113,
165
+ "layer_6_v_norm": 3.70259428024292,
166
+ "layer_6_cos_v_neg_g": 0.04013294354081154,
167
+ "layer_7_v_norm": 3.6934220790863037,
168
+ "layer_7_cos_v_neg_g": 0.04417828842997551,
169
+ "layer_8_v_norm": 3.70424485206604,
170
+ "layer_8_cos_v_neg_g": 0.03202446177601814,
171
+ "layer_9_v_norm": 3.739534378051758,
172
+ "layer_9_cos_v_neg_g": 0.039468321949243546,
173
+ "layer_10_v_norm": 3.756659984588623,
174
+ "layer_10_cos_v_neg_g": 0.02987372875213623,
175
+ "layer_11_v_norm": 3.70524001121521,
176
+ "layer_11_cos_v_neg_g": 0.04054461792111397,
177
+ "layer_12_v_norm": 3.849348306655884,
178
+ "layer_12_cos_v_neg_g": 0.029166316613554955,
179
+ "lm_head_v_norm": 32.95536804199219,
180
+ "lm_head_cos_v_neg_g": 0.07183358818292618,
181
+ "block0_q_v_norm": 1.2506911754608154,
182
+ "block0_q_cos_v_neg_g": 0.066166952252388,
183
+ "block0_k_v_norm": 1.2464258670806885,
184
+ "block0_k_cos_v_neg_g": 0.06804856657981873,
185
+ "block0_v_v_norm": 1.237229585647583,
186
+ "block0_v_cos_v_neg_g": 0.05073496326804161,
187
+ "block0_o_v_norm": 1.2433032989501953,
188
+ "block0_o_cos_v_neg_g": 0.06129563972353935,
189
+ "block0_mlp_win_v_norm": 2.4600582122802734,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07892582565546036,
191
+ "block0_mlp_wout_v_norm": 1.2076507806777954,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06695081293582916,
193
+ "block3_q_v_norm": 1.2120327949523926,
194
+ "block3_q_cos_v_neg_g": 0.0399741493165493,
195
+ "block3_k_v_norm": 1.230229377746582,
196
+ "block3_k_cos_v_neg_g": 0.05231782793998718,
197
+ "block3_v_v_norm": 1.1907843351364136,
198
+ "block3_v_cos_v_neg_g": 0.032851655036211014,
199
+ "block3_o_v_norm": 1.2339380979537964,
200
+ "block3_o_cos_v_neg_g": 0.057167500257492065,
201
+ "block3_mlp_win_v_norm": 2.4831268787384033,
202
+ "block3_mlp_win_cos_v_neg_g": 0.062262505292892456,
203
+ "block3_mlp_wout_v_norm": 1.22826087474823,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.081915944814682,
205
+ "block7_q_v_norm": 1.2127783298492432,
206
+ "block7_q_cos_v_neg_g": 0.03565884009003639,
207
+ "block7_k_v_norm": 1.219596028327942,
208
+ "block7_k_cos_v_neg_g": 0.04461723938584328,
209
+ "block7_v_v_norm": 1.2111531496047974,
210
+ "block7_v_cos_v_neg_g": 0.03751867264509201,
211
+ "block7_o_v_norm": 1.2362154722213745,
212
+ "block7_o_cos_v_neg_g": 0.04876331239938736,
213
+ "block7_mlp_win_v_norm": 2.487287759780884,
214
+ "block7_mlp_win_cos_v_neg_g": 0.05361774563789368,
215
+ "block7_mlp_wout_v_norm": 1.2574944496154785,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08280718326568604,
217
+ "block11_q_v_norm": 1.220505714416504,
218
+ "block11_q_cos_v_neg_g": 0.03353409469127655,
219
+ "block11_k_v_norm": 1.2296062707901,
220
+ "block11_k_cos_v_neg_g": 0.043671153485774994,
221
+ "block11_v_v_norm": 1.1778666973114014,
222
+ "block11_v_cos_v_neg_g": 0.02423853427171707,
223
+ "block11_o_v_norm": 1.2375749349594116,
224
+ "block11_o_cos_v_neg_g": 0.04814176261425018,
225
+ "block11_mlp_win_v_norm": 2.673867702484131,
226
+ "block11_mlp_win_cos_v_neg_g": 0.033195532858371735,
227
+ "block11_mlp_wout_v_norm": 1.3218376636505127,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.047797683626413345,
229
+ "embed_sharpness": 0.0001274852875212673,
230
+ "value_embed_0_sharpness": 2.4031322936934885e-05,
231
+ "value_embed_1_sharpness": 9.46901309362147e-05,
232
+ "value_embed_2_sharpness": 0.0002226487995358184,
233
+ "layer_1_sharpness": 0.011424357304349542,
234
+ "layer_2_sharpness": 0.11091231554746628,
235
+ "layer_3_sharpness": 0.004245816729962826,
236
+ "layer_4_sharpness": 0.00328261312097311,
237
+ "layer_5_sharpness": 0.007706252625212073,
238
+ "layer_6_sharpness": 0.004851508419960737,
239
+ "layer_7_sharpness": 0.00923153548501432,
240
+ "layer_8_sharpness": 0.025451933965086937,
241
+ "layer_9_sharpness": 0.006156224990263581,
242
+ "layer_10_sharpness": 0.0011219752777833492,
243
+ "layer_11_sharpness": 0.0006879510328872129,
244
+ "layer_12_sharpness": 0.23352161049842834,
245
+ "lm_head_sharpness": 0.0009989140962716192,
246
+ "block0_q_sharpness": 0.00014334989464259706,
247
+ "block0_k_sharpness": 0.0001820808793127071,
248
+ "block0_v_sharpness": 5.47179915884044e-05,
249
+ "block0_o_sharpness": 0.0002619960068841465,
250
+ "block0_mlp_win_sharpness": 0.0006550042162416503,
251
+ "block0_mlp_wout_sharpness": 0.003504600841552019,
252
+ "block3_q_sharpness": 0.0003577956813387573,
253
+ "block3_k_sharpness": 0.00032259059662465006,
254
+ "block3_v_sharpness": 0.0020414767786860466,
255
+ "block3_o_sharpness": 0.0005554106610361487,
256
+ "block3_mlp_win_sharpness": 0.0010128650756087154,
257
+ "block3_mlp_wout_sharpness": 0.00218137982301414,
258
+ "block7_q_sharpness": 0.004439615411683917,
259
+ "block7_k_sharpness": 0.0029046708368696272,
260
+ "block7_v_sharpness": 0.014680561143904924,
261
+ "block7_o_sharpness": 0.003217612160369754,
262
+ "block7_mlp_win_sharpness": 0.0019819134031422436,
263
+ "block7_mlp_wout_sharpness": 0.0021006835740990937,
264
+ "block11_q_sharpness": 0.006888448493555188,
265
+ "block11_k_sharpness": 0.009859175188466907,
266
+ "block11_v_sharpness": 0.008350902702659369,
267
+ "block11_o_sharpness": 0.031217372976243496,
268
+ "block11_mlp_win_sharpness": 0.06538661196827888,
269
+ "block11_mlp_wout_sharpness": 0.5514622181653976,
270
+ "sum_layer_numerators": 6.05008305463284,
271
+ "block_diag_sharpness": 0.0362666053842756,
272
+ "cross_layer_sharpness": 0.047544441171362715
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_4500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 72.90837097167969,
3
+ "total_l1_linf_norm": 640891.25,
4
+ "total_spectral_norm": 72.88699340820312,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.4375,
7
+ "embed_max_spectral_norm": 4.771568298339844,
8
+ "value_embed_0_update_fnorm": 31.5,
9
+ "value_embed_0_max_l1_linf_norm": 13.4375,
10
+ "value_embed_0_max_spectral_norm": 2.7115063667297363,
11
+ "value_embed_1_update_fnorm": 32.0,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 3.0609161853790283,
14
+ "value_embed_2_update_fnorm": 31.875,
15
+ "value_embed_2_max_l1_linf_norm": 13.375,
16
+ "value_embed_2_max_spectral_norm": 2.6756153106689453,
17
+ "layer_1_update_fnorm": 3.698756217956543,
18
+ "layer_1_max_l1_linf_norm": 1.9254708290100098,
19
+ "layer_1_max_spectral_norm": 0.11372213810682297,
20
+ "layer_2_update_fnorm": 3.752394437789917,
21
+ "layer_2_max_l1_linf_norm": 1.8598995208740234,
22
+ "layer_2_max_spectral_norm": 0.12041638046503067,
23
+ "layer_3_update_fnorm": 3.722986936569214,
24
+ "layer_3_max_l1_linf_norm": 1.9631891250610352,
25
+ "layer_3_max_spectral_norm": 0.12056594341993332,
26
+ "layer_4_update_fnorm": 3.6874501705169678,
27
+ "layer_4_max_l1_linf_norm": 1.9108304977416992,
28
+ "layer_4_max_spectral_norm": 0.12013048678636551,
29
+ "layer_5_update_fnorm": 3.69040846824646,
30
+ "layer_5_max_l1_linf_norm": 1.9093421697616577,
31
+ "layer_5_max_spectral_norm": 0.11959216743707657,
32
+ "layer_6_update_fnorm": 3.6950020790100098,
33
+ "layer_6_max_l1_linf_norm": 1.93545401096344,
34
+ "layer_6_max_spectral_norm": 0.11831547319889069,
35
+ "layer_7_update_fnorm": 3.684154510498047,
36
+ "layer_7_max_l1_linf_norm": 1.9315965175628662,
37
+ "layer_7_max_spectral_norm": 0.11953150480985641,
38
+ "layer_8_update_fnorm": 3.6975150108337402,
39
+ "layer_8_max_l1_linf_norm": 2.0040743350982666,
40
+ "layer_8_max_spectral_norm": 0.12007463723421097,
41
+ "layer_9_update_fnorm": 3.741746187210083,
42
+ "layer_9_max_l1_linf_norm": 1.9866958856582642,
43
+ "layer_9_max_spectral_norm": 0.12057694792747498,
44
+ "layer_10_update_fnorm": 3.753600835800171,
45
+ "layer_10_max_l1_linf_norm": 2.008321762084961,
46
+ "layer_10_max_spectral_norm": 0.12057523429393768,
47
+ "layer_11_update_fnorm": 3.6977667808532715,
48
+ "layer_11_max_l1_linf_norm": 2.027794361114502,
49
+ "layer_11_max_spectral_norm": 0.12037262320518494,
50
+ "layer_12_update_fnorm": 3.7880005836486816,
51
+ "layer_12_max_l1_linf_norm": 2.090810775756836,
52
+ "layer_12_max_spectral_norm": 0.12045398354530334,
53
+ "lm_head_update_fnorm": 32.46205520629883,
54
+ "lm_head_max_l1_linf_norm": 13.701220512390137,
55
+ "lm_head_max_spectral_norm": 5.203777313232422,
56
+ "block0_q_update_fnorm": 1.2503597736358643,
57
+ "block0_q_max_l1_linf_norm": 1.0500777959823608,
58
+ "block0_q_max_spectral_norm": 0.06016385555267334,
59
+ "block0_k_update_fnorm": 1.248263955116272,
60
+ "block0_k_max_l1_linf_norm": 1.0554914474487305,
61
+ "block0_k_max_spectral_norm": 0.060143113136291504,
62
+ "block0_v_update_fnorm": 1.2369320392608643,
63
+ "block0_v_max_l1_linf_norm": 1.0448060035705566,
64
+ "block0_v_max_spectral_norm": 0.06019563227891922,
65
+ "block0_o_update_fnorm": 1.243989109992981,
66
+ "block0_o_max_l1_linf_norm": 1.0404542684555054,
67
+ "block0_o_max_spectral_norm": 0.06021403893828392,
68
+ "block0_mlp_win_update_fnorm": 2.4533658027648926,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.5830349922180176,
70
+ "block0_mlp_win_max_spectral_norm": 0.11372213810682297,
71
+ "block0_mlp_wout_update_fnorm": 1.2094286680221558,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9254708290100098,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05695488676428795,
74
+ "block3_q_update_fnorm": 1.2101346254348755,
75
+ "block3_q_max_l1_linf_norm": 1.0441923141479492,
76
+ "block3_q_max_spectral_norm": 0.060190826654434204,
77
+ "block3_k_update_fnorm": 1.2292472124099731,
78
+ "block3_k_max_l1_linf_norm": 1.0372250080108643,
79
+ "block3_k_max_spectral_norm": 0.06020323187112808,
80
+ "block3_v_update_fnorm": 1.1977641582489014,
81
+ "block3_v_max_l1_linf_norm": 1.034827470779419,
82
+ "block3_v_max_spectral_norm": 0.06019796058535576,
83
+ "block3_o_update_fnorm": 1.2351596355438232,
84
+ "block3_o_max_l1_linf_norm": 1.033643126487732,
85
+ "block3_o_max_spectral_norm": 0.06019081547856331,
86
+ "block3_mlp_win_update_fnorm": 2.4794108867645264,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.844682216644287,
88
+ "block3_mlp_win_max_spectral_norm": 0.12013048678636551,
89
+ "block3_mlp_wout_update_fnorm": 1.2304502725601196,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9108304977416992,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05687502771615982,
92
+ "block7_q_update_fnorm": 1.212882161140442,
93
+ "block7_q_max_l1_linf_norm": 1.0853036642074585,
94
+ "block7_q_max_spectral_norm": 0.06021963432431221,
95
+ "block7_k_update_fnorm": 1.2197957038879395,
96
+ "block7_k_max_l1_linf_norm": 1.0821950435638428,
97
+ "block7_k_max_spectral_norm": 0.06019759923219681,
98
+ "block7_v_update_fnorm": 1.2086248397827148,
99
+ "block7_v_max_l1_linf_norm": 1.0240195989608765,
100
+ "block7_v_max_spectral_norm": 0.060198623687028885,
101
+ "block7_o_update_fnorm": 1.2343329191207886,
102
+ "block7_o_max_l1_linf_norm": 1.0289959907531738,
103
+ "block7_o_max_spectral_norm": 0.06019139662384987,
104
+ "block7_mlp_win_update_fnorm": 2.4785048961639404,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.8113963603973389,
106
+ "block7_mlp_win_max_spectral_norm": 0.12007463723421097,
107
+ "block7_mlp_wout_update_fnorm": 1.2590587139129639,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.0040743350982666,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05712471902370453,
110
+ "block11_q_update_fnorm": 1.2238179445266724,
111
+ "block11_q_max_l1_linf_norm": 1.0580936670303345,
112
+ "block11_q_max_spectral_norm": 0.060211747884750366,
113
+ "block11_k_update_fnorm": 1.228948712348938,
114
+ "block11_k_max_l1_linf_norm": 1.091902732849121,
115
+ "block11_k_max_spectral_norm": 0.06018420681357384,
116
+ "block11_v_update_fnorm": 1.1841069459915161,
117
+ "block11_v_max_l1_linf_norm": 1.0242007970809937,
118
+ "block11_v_max_spectral_norm": 0.060191575437784195,
119
+ "block11_o_update_fnorm": 1.238061785697937,
120
+ "block11_o_max_l1_linf_norm": 1.037670373916626,
121
+ "block11_o_max_spectral_norm": 0.060197483748197556,
122
+ "block11_mlp_win_update_fnorm": 2.6136538982391357,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6857242584228516,
124
+ "block11_mlp_win_max_spectral_norm": 0.12045398354530334,
125
+ "block11_mlp_wout_update_fnorm": 1.2548409700393677,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.090810775756836,
127
+ "block11_mlp_wout_max_spectral_norm": 0.060252051800489426,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0021092184470035136,
130
+ "block_total_sharpness": 0.0405973345041275,
131
+ "v_norm_block": 12.878220558166504,
132
+ "v_T_H_v_block": 6.7330098152160645,
133
+ "v_norm": 72.88697814941406,
134
+ "ip_v_neg_g_hvp": 0.1456884890794754,
135
+ "cos_v_neg_g_hvp": 0.003757426282390952,
136
+ "g_hvp_norm": 0.5319671630859375,
137
+ "ip_v_neg_g_t": 1660.42724609375,
138
+ "cos_v_neg_g_t": 0.03805598244071007,
139
+ "g_t_norm": 598.6141357421875,
140
+ "g_norm": 0.5319671630859375,
141
+ "hv_norm": 0.07136566936969757,
142
+ "cos_v_hv": 0.0014024613192304969,
143
+ "hg_norm": 41.91218948364258,
144
+ "cos_g_hg": 0.8522008061408997,
145
+ "v_parallel_norm": 0.005205304827541113,
146
+ "v_perp_norm": 72.88697814941406,
147
+ "embed_v_norm": 32.41668701171875,
148
+ "embed_cos_v_neg_g": 0.0672265812754631,
149
+ "value_embed_0_v_norm": 31.488937377929688,
150
+ "value_embed_0_cos_v_neg_g": 0.05741921439766884,
151
+ "value_embed_1_v_norm": 32.081825256347656,
152
+ "value_embed_1_cos_v_neg_g": 0.0647953450679779,
153
+ "value_embed_2_v_norm": 31.956876754760742,
154
+ "value_embed_2_cos_v_neg_g": 0.06293141096830368,
155
+ "layer_1_v_norm": 3.698756217956543,
156
+ "layer_1_cos_v_neg_g": 0.011677289381623268,
157
+ "layer_2_v_norm": 3.752394437789917,
158
+ "layer_2_cos_v_neg_g": 0.0012402102584019303,
159
+ "layer_3_v_norm": 3.722986936569214,
160
+ "layer_3_cos_v_neg_g": 0.03213123232126236,
161
+ "layer_4_v_norm": 3.6874501705169678,
162
+ "layer_4_cos_v_neg_g": 0.03430444374680519,
163
+ "layer_5_v_norm": 3.69040846824646,
164
+ "layer_5_cos_v_neg_g": 0.028262892737984657,
165
+ "layer_6_v_norm": 3.6950020790100098,
166
+ "layer_6_cos_v_neg_g": 0.03345164284110069,
167
+ "layer_7_v_norm": 3.684154510498047,
168
+ "layer_7_cos_v_neg_g": 0.038496531546115875,
169
+ "layer_8_v_norm": 3.6975152492523193,
170
+ "layer_8_cos_v_neg_g": 0.023916130885481834,
171
+ "layer_9_v_norm": 3.741746187210083,
172
+ "layer_9_cos_v_neg_g": 0.024338914081454277,
173
+ "layer_10_v_norm": 3.753600835800171,
174
+ "layer_10_cos_v_neg_g": 0.01105937734246254,
175
+ "layer_11_v_norm": 3.6977667808532715,
176
+ "layer_11_cos_v_neg_g": 0.02990356832742691,
177
+ "layer_12_v_norm": 3.7880005836486816,
178
+ "layer_12_cos_v_neg_g": 0.02141774818301201,
179
+ "lm_head_v_norm": 32.46205520629883,
180
+ "lm_head_cos_v_neg_g": 0.0619221068918705,
181
+ "block0_q_v_norm": 1.2503597736358643,
182
+ "block0_q_cos_v_neg_g": 0.06568987667560577,
183
+ "block0_k_v_norm": 1.248263955116272,
184
+ "block0_k_cos_v_neg_g": 0.0667126327753067,
185
+ "block0_v_v_norm": 1.2369320392608643,
186
+ "block0_v_cos_v_neg_g": 0.04934512823820114,
187
+ "block0_o_v_norm": 1.243989109992981,
188
+ "block0_o_cos_v_neg_g": 0.05735725909471512,
189
+ "block0_mlp_win_v_norm": 2.4533658027648926,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07616151124238968,
191
+ "block0_mlp_wout_v_norm": 1.2094286680221558,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06428799778223038,
193
+ "block3_q_v_norm": 1.2101346254348755,
194
+ "block3_q_cos_v_neg_g": 0.033609431236982346,
195
+ "block3_k_v_norm": 1.2292472124099731,
196
+ "block3_k_cos_v_neg_g": 0.04474677890539169,
197
+ "block3_v_v_norm": 1.1977641582489014,
198
+ "block3_v_cos_v_neg_g": 0.022704128175973892,
199
+ "block3_o_v_norm": 1.2351596355438232,
200
+ "block3_o_cos_v_neg_g": 0.04769919812679291,
201
+ "block3_mlp_win_v_norm": 2.4794108867645264,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05176016315817833,
203
+ "block3_mlp_wout_v_norm": 1.2304502725601196,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07157482206821442,
205
+ "block7_q_v_norm": 1.212882161140442,
206
+ "block7_q_cos_v_neg_g": 0.02564935013651848,
207
+ "block7_k_v_norm": 1.2197957038879395,
208
+ "block7_k_cos_v_neg_g": 0.04252803325653076,
209
+ "block7_v_v_norm": 1.2086248397827148,
210
+ "block7_v_cos_v_neg_g": 0.03204328566789627,
211
+ "block7_o_v_norm": 1.2343329191207886,
212
+ "block7_o_cos_v_neg_g": 0.04032484069466591,
213
+ "block7_mlp_win_v_norm": 2.4785048961639404,
214
+ "block7_mlp_win_cos_v_neg_g": 0.04967503994703293,
215
+ "block7_mlp_wout_v_norm": 1.2590587139129639,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.07398342341184616,
217
+ "block11_q_v_norm": 1.2238179445266724,
218
+ "block11_q_cos_v_neg_g": 0.02742483839392662,
219
+ "block11_k_v_norm": 1.228948712348938,
220
+ "block11_k_cos_v_neg_g": 0.034897416830062866,
221
+ "block11_v_v_norm": 1.1841069459915161,
222
+ "block11_v_cos_v_neg_g": 0.01857360079884529,
223
+ "block11_o_v_norm": 1.238061785697937,
224
+ "block11_o_cos_v_neg_g": 0.038151081651449203,
225
+ "block11_mlp_win_v_norm": 2.6136538982391357,
226
+ "block11_mlp_win_cos_v_neg_g": 0.025860076770186424,
227
+ "block11_mlp_wout_v_norm": 1.2548409700393677,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04463553801178932,
229
+ "embed_sharpness": 9.963673073798418e-05,
230
+ "value_embed_0_sharpness": 1.6186130324058468e-05,
231
+ "value_embed_1_sharpness": 5.1214039558544755e-05,
232
+ "value_embed_2_sharpness": 0.00013422159827314317,
233
+ "layer_1_sharpness": 0.004160124342888594,
234
+ "layer_2_sharpness": 0.0205915211699903,
235
+ "layer_3_sharpness": 0.0011077966773882508,
236
+ "layer_4_sharpness": 0.0018757263896986842,
237
+ "layer_5_sharpness": 0.002506262215320021,
238
+ "layer_6_sharpness": 0.00150802155258134,
239
+ "layer_7_sharpness": 0.009387230733409524,
240
+ "layer_8_sharpness": 0.0069227556232362986,
241
+ "layer_9_sharpness": 0.002157889713998884,
242
+ "layer_10_sharpness": 0.0023592162178829312,
243
+ "layer_11_sharpness": 0.0016900846967473626,
244
+ "layer_12_sharpness": 0.0831813421100378,
245
+ "lm_head_sharpness": 0.000863507593749091,
246
+ "block0_q_sharpness": 0.0001626122284505982,
247
+ "block0_k_sharpness": 0.00016881019837455824,
248
+ "block0_v_sharpness": 0.0001110992998292204,
249
+ "block0_o_sharpness": 0.0002874606871046126,
250
+ "block0_mlp_win_sharpness": 0.0005015970091335475,
251
+ "block0_mlp_wout_sharpness": 0.004178080474957824,
252
+ "block3_q_sharpness": 0.0006438538839574903,
253
+ "block3_k_sharpness": 0.00036554069083649665,
254
+ "block3_v_sharpness": 0.002813262864947319,
255
+ "block3_o_sharpness": 0.0006744026904925704,
256
+ "block3_mlp_win_sharpness": 0.0009507324721198529,
257
+ "block3_mlp_wout_sharpness": 0.0021862558205612004,
258
+ "block7_q_sharpness": 0.00712464633397758,
259
+ "block7_k_sharpness": 0.0030736351618543267,
260
+ "block7_v_sharpness": 0.014893659856170416,
261
+ "block7_o_sharpness": 0.004449076484888792,
262
+ "block7_mlp_win_sharpness": 0.0023204879835247993,
263
+ "block7_mlp_wout_sharpness": 0.0021319742663763463,
264
+ "block11_q_sharpness": 0.009203690104186535,
265
+ "block11_k_sharpness": 0.015353810973465443,
266
+ "block11_v_sharpness": 0.0072020273655653,
267
+ "block11_o_sharpness": 0.017521436791867018,
268
+ "block11_mlp_win_sharpness": 0.020242149475961924,
269
+ "block11_mlp_wout_sharpness": 0.2742178291082382,
270
+ "sum_layer_numerators": 1.9446180444727075,
271
+ "block_diag_sharpness": 0.011725263028143782,
272
+ "cross_layer_sharpness": 0.028872071475983717
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 74.34351348876953,
3
+ "total_l1_linf_norm": 686989.0,
4
+ "total_spectral_norm": 74.23731231689453,
5
+ "embed_update_fnorm": 31.75,
6
+ "embed_max_l1_linf_norm": 13.5,
7
+ "embed_max_spectral_norm": 6.966750144958496,
8
+ "value_embed_0_update_fnorm": 31.625,
9
+ "value_embed_0_max_l1_linf_norm": 13.5625,
10
+ "value_embed_0_max_spectral_norm": 4.239957332611084,
11
+ "value_embed_1_update_fnorm": 32.25,
12
+ "value_embed_1_max_l1_linf_norm": 13.5625,
13
+ "value_embed_1_max_spectral_norm": 4.681520938873291,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.5625,
16
+ "value_embed_2_max_spectral_norm": 4.313756465911865,
17
+ "layer_1_update_fnorm": 3.7624430656433105,
18
+ "layer_1_max_l1_linf_norm": 1.935844898223877,
19
+ "layer_1_max_spectral_norm": 0.11435001343488693,
20
+ "layer_2_update_fnorm": 3.770029306411743,
21
+ "layer_2_max_l1_linf_norm": 1.9843764305114746,
22
+ "layer_2_max_spectral_norm": 0.12040722370147705,
23
+ "layer_3_update_fnorm": 3.7175910472869873,
24
+ "layer_3_max_l1_linf_norm": 1.8709571361541748,
25
+ "layer_3_max_spectral_norm": 0.12058549374341965,
26
+ "layer_4_update_fnorm": 3.7473790645599365,
27
+ "layer_4_max_l1_linf_norm": 1.9825046062469482,
28
+ "layer_4_max_spectral_norm": 0.12043443322181702,
29
+ "layer_5_update_fnorm": 3.7579855918884277,
30
+ "layer_5_max_l1_linf_norm": 1.9804425239562988,
31
+ "layer_5_max_spectral_norm": 0.12045332789421082,
32
+ "layer_6_update_fnorm": 3.7764711380004883,
33
+ "layer_6_max_l1_linf_norm": 1.99302077293396,
34
+ "layer_6_max_spectral_norm": 0.12042412161827087,
35
+ "layer_7_update_fnorm": 3.777524948120117,
36
+ "layer_7_max_l1_linf_norm": 2.0118026733398438,
37
+ "layer_7_max_spectral_norm": 0.12037409096956253,
38
+ "layer_8_update_fnorm": 3.7846274375915527,
39
+ "layer_8_max_l1_linf_norm": 1.9661957025527954,
40
+ "layer_8_max_spectral_norm": 0.12041400372982025,
41
+ "layer_9_update_fnorm": 3.788182020187378,
42
+ "layer_9_max_l1_linf_norm": 1.9959243535995483,
43
+ "layer_9_max_spectral_norm": 0.12039019167423248,
44
+ "layer_10_update_fnorm": 3.791840076446533,
45
+ "layer_10_max_l1_linf_norm": 1.9892308712005615,
46
+ "layer_10_max_spectral_norm": 0.12048563361167908,
47
+ "layer_11_update_fnorm": 3.724015235900879,
48
+ "layer_11_max_l1_linf_norm": 1.858152151107788,
49
+ "layer_11_max_spectral_norm": 0.12055210024118423,
50
+ "layer_12_update_fnorm": 3.7645862102508545,
51
+ "layer_12_max_l1_linf_norm": 2.087397575378418,
52
+ "layer_12_max_spectral_norm": 0.12058581411838531,
53
+ "lm_head_update_fnorm": 35.05682373046875,
54
+ "lm_head_max_l1_linf_norm": 15.507722854614258,
55
+ "lm_head_max_spectral_norm": 12.18730354309082,
56
+ "block0_q_update_fnorm": 1.2604280710220337,
57
+ "block0_q_max_l1_linf_norm": 1.0751184225082397,
58
+ "block0_q_max_spectral_norm": 0.06015273183584213,
59
+ "block0_k_update_fnorm": 1.2571847438812256,
60
+ "block0_k_max_l1_linf_norm": 1.0528095960617065,
61
+ "block0_k_max_spectral_norm": 0.06014786288142204,
62
+ "block0_v_update_fnorm": 1.245043396949768,
63
+ "block0_v_max_l1_linf_norm": 1.0502139329910278,
64
+ "block0_v_max_spectral_norm": 0.06021268293261528,
65
+ "block0_o_update_fnorm": 1.2407126426696777,
66
+ "block0_o_max_l1_linf_norm": 1.0323619842529297,
67
+ "block0_o_max_spectral_norm": 0.06018219515681267,
68
+ "block0_mlp_win_update_fnorm": 2.5305278301239014,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.7542529106140137,
70
+ "block0_mlp_win_max_spectral_norm": 0.11435001343488693,
71
+ "block0_mlp_wout_update_fnorm": 1.222131609916687,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.935844898223877,
73
+ "block0_mlp_wout_max_spectral_norm": 0.059001270681619644,
74
+ "block3_q_update_fnorm": 1.2053292989730835,
75
+ "block3_q_max_l1_linf_norm": 1.0399223566055298,
76
+ "block3_q_max_spectral_norm": 0.06018048897385597,
77
+ "block3_k_update_fnorm": 1.2235045433044434,
78
+ "block3_k_max_l1_linf_norm": 1.0496644973754883,
79
+ "block3_k_max_spectral_norm": 0.06019669398665428,
80
+ "block3_v_update_fnorm": 1.196558952331543,
81
+ "block3_v_max_l1_linf_norm": 1.0242080688476562,
82
+ "block3_v_max_spectral_norm": 0.06020772457122803,
83
+ "block3_o_update_fnorm": 1.2201414108276367,
84
+ "block3_o_max_l1_linf_norm": 1.0420821905136108,
85
+ "block3_o_max_spectral_norm": 0.0602005235850811,
86
+ "block3_mlp_win_update_fnorm": 2.5815491676330566,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.9825046062469482,
88
+ "block3_mlp_win_max_spectral_norm": 0.12043443322181702,
89
+ "block3_mlp_wout_update_fnorm": 1.2279431819915771,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.8311269283294678,
91
+ "block3_mlp_wout_max_spectral_norm": 0.0580340176820755,
92
+ "block7_q_update_fnorm": 1.2025450468063354,
93
+ "block7_q_max_l1_linf_norm": 1.0416486263275146,
94
+ "block7_q_max_spectral_norm": 0.06017361953854561,
95
+ "block7_k_update_fnorm": 1.222426176071167,
96
+ "block7_k_max_l1_linf_norm": 1.0550446510314941,
97
+ "block7_k_max_spectral_norm": 0.06019515171647072,
98
+ "block7_v_update_fnorm": 1.1825159788131714,
99
+ "block7_v_max_l1_linf_norm": 1.0435080528259277,
100
+ "block7_v_max_spectral_norm": 0.060205742716789246,
101
+ "block7_o_update_fnorm": 1.2032967805862427,
102
+ "block7_o_max_l1_linf_norm": 1.0086590051651,
103
+ "block7_o_max_spectral_norm": 0.06018161401152611,
104
+ "block7_mlp_win_update_fnorm": 2.6538639068603516,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.9661957025527954,
106
+ "block7_mlp_win_max_spectral_norm": 0.12041400372982025,
107
+ "block7_mlp_wout_update_fnorm": 1.2220710515975952,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.7489262819290161,
109
+ "block7_mlp_wout_max_spectral_norm": 0.057000745087862015,
110
+ "block11_q_update_fnorm": 1.2259106636047363,
111
+ "block11_q_max_l1_linf_norm": 1.0401718616485596,
112
+ "block11_q_max_spectral_norm": 0.060195907950401306,
113
+ "block11_k_update_fnorm": 1.233486294746399,
114
+ "block11_k_max_l1_linf_norm": 1.0407681465148926,
115
+ "block11_k_max_spectral_norm": 0.060181185603141785,
116
+ "block11_v_update_fnorm": 1.2113350629806519,
117
+ "block11_v_max_l1_linf_norm": 1.0312528610229492,
118
+ "block11_v_max_spectral_norm": 0.06017967313528061,
119
+ "block11_o_update_fnorm": 1.2402985095977783,
120
+ "block11_o_max_l1_linf_norm": 1.038491129875183,
121
+ "block11_o_max_spectral_norm": 0.06020095571875572,
122
+ "block11_mlp_win_update_fnorm": 2.515451669692993,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6633648872375488,
124
+ "block11_mlp_win_max_spectral_norm": 0.12058581411838531,
125
+ "block11_mlp_wout_update_fnorm": 1.3468936681747437,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.087397575378418,
127
+ "block11_mlp_wout_max_spectral_norm": 0.060229625552892685,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.009938943665474653,
130
+ "block_total_sharpness": 0.22581300884485245,
131
+ "v_norm_block": 13.037579536437988,
132
+ "v_T_H_v_block": 38.383352279663086,
133
+ "v_norm": 74.2373046875,
134
+ "ip_v_neg_g_hvp": 0.2004776895046234,
135
+ "cos_v_neg_g_hvp": 0.006787511985749006,
136
+ "g_hvp_norm": 0.3978627026081085,
137
+ "ip_v_neg_g_t": 2719.026123046875,
138
+ "cos_v_neg_g_t": 0.05214012414216995,
139
+ "g_t_norm": 702.4559936523438,
140
+ "g_norm": 0.3978627026081085,
141
+ "hv_norm": 0.20378904044628143,
142
+ "cos_v_hv": 0.002357167424634099,
143
+ "hg_norm": 2.366659164428711,
144
+ "cos_g_hg": 0.5927290916442871,
145
+ "v_parallel_norm": 0.01743331179022789,
146
+ "v_perp_norm": 74.2373046875,
147
+ "embed_v_norm": 31.804370880126953,
148
+ "embed_cos_v_neg_g": 0.05200919136404991,
149
+ "value_embed_0_v_norm": 31.688018798828125,
150
+ "value_embed_0_cos_v_neg_g": 0.03642348200082779,
151
+ "value_embed_1_v_norm": 32.34334182739258,
152
+ "value_embed_1_cos_v_neg_g": 0.04315724968910217,
153
+ "value_embed_2_v_norm": 32.411094665527344,
154
+ "value_embed_2_cos_v_neg_g": 0.052363891154527664,
155
+ "layer_1_v_norm": 3.7624430656433105,
156
+ "layer_1_cos_v_neg_g": 0.028316661715507507,
157
+ "layer_2_v_norm": 3.770029306411743,
158
+ "layer_2_cos_v_neg_g": 0.010443232953548431,
159
+ "layer_3_v_norm": 3.7175910472869873,
160
+ "layer_3_cos_v_neg_g": 0.030221957713365555,
161
+ "layer_4_v_norm": 3.7473790645599365,
162
+ "layer_4_cos_v_neg_g": 0.02611055225133896,
163
+ "layer_5_v_norm": 3.7579855918884277,
164
+ "layer_5_cos_v_neg_g": 0.023461852222681046,
165
+ "layer_6_v_norm": 3.7764711380004883,
166
+ "layer_6_cos_v_neg_g": 0.021197866648435593,
167
+ "layer_7_v_norm": 3.777524948120117,
168
+ "layer_7_cos_v_neg_g": 0.021260974928736687,
169
+ "layer_8_v_norm": 3.7846271991729736,
170
+ "layer_8_cos_v_neg_g": 0.016135238111019135,
171
+ "layer_9_v_norm": 3.788182020187378,
172
+ "layer_9_cos_v_neg_g": 0.016336170956492424,
173
+ "layer_10_v_norm": 3.791840076446533,
174
+ "layer_10_cos_v_neg_g": 0.016086123883724213,
175
+ "layer_11_v_norm": 3.724015235900879,
176
+ "layer_11_cos_v_neg_g": 0.023200545459985733,
177
+ "layer_12_v_norm": 3.7645864486694336,
178
+ "layer_12_cos_v_neg_g": 0.027819283306598663,
179
+ "lm_head_v_norm": 35.05682373046875,
180
+ "lm_head_cos_v_neg_g": 0.06083602085709572,
181
+ "block0_q_v_norm": 1.2604280710220337,
182
+ "block0_q_cos_v_neg_g": 0.033249903470277786,
183
+ "block0_k_v_norm": 1.2571847438812256,
184
+ "block0_k_cos_v_neg_g": 0.02994103915989399,
185
+ "block0_v_v_norm": 1.245043396949768,
186
+ "block0_v_cos_v_neg_g": 0.01703934371471405,
187
+ "block0_o_v_norm": 1.2407126426696777,
188
+ "block0_o_cos_v_neg_g": 0.024426931515336037,
189
+ "block0_mlp_win_v_norm": 2.5305278301239014,
190
+ "block0_mlp_win_cos_v_neg_g": 0.059305548667907715,
191
+ "block0_mlp_wout_v_norm": 1.222131609916687,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.04425298795104027,
193
+ "block3_q_v_norm": 1.2053292989730835,
194
+ "block3_q_cos_v_neg_g": 0.01764487288892269,
195
+ "block3_k_v_norm": 1.2235045433044434,
196
+ "block3_k_cos_v_neg_g": 0.021235769614577293,
197
+ "block3_v_v_norm": 1.196558952331543,
198
+ "block3_v_cos_v_neg_g": 0.014260565862059593,
199
+ "block3_o_v_norm": 1.2201414108276367,
200
+ "block3_o_cos_v_neg_g": 0.026529014110565186,
201
+ "block3_mlp_win_v_norm": 2.5815491676330566,
202
+ "block3_mlp_win_cos_v_neg_g": 0.03883209079504013,
203
+ "block3_mlp_wout_v_norm": 1.2279431819915771,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.05199844017624855,
205
+ "block7_q_v_norm": 1.2025450468063354,
206
+ "block7_q_cos_v_neg_g": 0.009019501507282257,
207
+ "block7_k_v_norm": 1.222426176071167,
208
+ "block7_k_cos_v_neg_g": 0.013174232095479965,
209
+ "block7_v_v_norm": 1.1825159788131714,
210
+ "block7_v_cos_v_neg_g": 0.014577347785234451,
211
+ "block7_o_v_norm": 1.2032967805862427,
212
+ "block7_o_cos_v_neg_g": 0.022293224930763245,
213
+ "block7_mlp_win_v_norm": 2.6538639068603516,
214
+ "block7_mlp_win_cos_v_neg_g": 0.03083418495953083,
215
+ "block7_mlp_wout_v_norm": 1.2220710515975952,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.05897415429353714,
217
+ "block11_q_v_norm": 1.2259106636047363,
218
+ "block11_q_cos_v_neg_g": 0.01778264343738556,
219
+ "block11_k_v_norm": 1.233486294746399,
220
+ "block11_k_cos_v_neg_g": 0.0239876639097929,
221
+ "block11_v_v_norm": 1.2113350629806519,
222
+ "block11_v_cos_v_neg_g": 0.019831841811537743,
223
+ "block11_o_v_norm": 1.2402985095977783,
224
+ "block11_o_cos_v_neg_g": 0.04288395866751671,
225
+ "block11_mlp_win_v_norm": 2.515451669692993,
226
+ "block11_mlp_win_cos_v_neg_g": 0.03798191249370575,
227
+ "block11_mlp_wout_v_norm": 1.3468936681747437,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.03618784248828888,
229
+ "embed_sharpness": 0.00042121997103095055,
230
+ "value_embed_0_sharpness": 2.6866774533118587e-05,
231
+ "value_embed_1_sharpness": 0.00013081450742902234,
232
+ "value_embed_2_sharpness": 0.00013612138718599454,
233
+ "layer_1_sharpness": 0.031834954395890236,
234
+ "layer_2_sharpness": 0.030522823333740234,
235
+ "layer_3_sharpness": 0.039332267828285694,
236
+ "layer_4_sharpness": 0.017608144786208868,
237
+ "layer_5_sharpness": 0.013105780351907015,
238
+ "layer_6_sharpness": 0.011536771897226572,
239
+ "layer_7_sharpness": 0.01499475259333849,
240
+ "layer_8_sharpness": 0.019665520638227463,
241
+ "layer_9_sharpness": 0.01891980366781354,
242
+ "layer_10_sharpness": 0.03181556146591902,
243
+ "layer_11_sharpness": 0.055422915145754814,
244
+ "layer_12_sharpness": 0.2110200673341751,
245
+ "lm_head_sharpness": 0.0020130312186665833,
246
+ "block0_q_sharpness": 0.0014699347084388137,
247
+ "block0_k_sharpness": 0.0013334096584003419,
248
+ "block0_v_sharpness": 6.107745502959006e-05,
249
+ "block0_o_sharpness": 0.0004893436271231622,
250
+ "block0_mlp_win_sharpness": 0.017956745345145464,
251
+ "block0_mlp_wout_sharpness": 0.09787259995937347,
252
+ "block3_q_sharpness": 0.008985506370663643,
253
+ "block3_k_sharpness": 0.006435744697228074,
254
+ "block3_v_sharpness": 0.02671446092426777,
255
+ "block3_o_sharpness": 0.006993681890890002,
256
+ "block3_mlp_win_sharpness": 0.005194578669033945,
257
+ "block3_mlp_wout_sharpness": 0.011304711224511266,
258
+ "block7_q_sharpness": 0.012578198220580816,
259
+ "block7_k_sharpness": 0.007457650266587734,
260
+ "block7_v_sharpness": 0.03953500650823116,
261
+ "block7_o_sharpness": 0.007851647213101387,
262
+ "block7_mlp_win_sharpness": 0.004512280924245715,
263
+ "block7_mlp_wout_sharpness": 0.003544071572832763,
264
+ "block11_q_sharpness": 0.036083838902413845,
265
+ "block11_k_sharpness": 0.04302188381552696,
266
+ "block11_v_sharpness": 0.04059212654829025,
267
+ "block11_o_sharpness": 0.026612780056893826,
268
+ "block11_mlp_win_sharpness": 0.09473051503300667,
269
+ "block11_mlp_wout_sharpness": 0.15891217812895775,
270
+ "sum_layer_numerators": 7.008778806867763,
271
+ "block_diag_sharpness": 0.04123333024216674,
272
+ "cross_layer_sharpness": 0.1845796786026857
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_5000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 72.92870330810547,
3
+ "total_l1_linf_norm": 644692.5,
4
+ "total_spectral_norm": 72.89783477783203,
5
+ "embed_update_fnorm": 32.0,
6
+ "embed_max_l1_linf_norm": 13.4375,
7
+ "embed_max_spectral_norm": 4.473884105682373,
8
+ "value_embed_0_update_fnorm": 31.375,
9
+ "value_embed_0_max_l1_linf_norm": 13.4375,
10
+ "value_embed_0_max_spectral_norm": 2.631828784942627,
11
+ "value_embed_1_update_fnorm": 31.875,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 2.9664547443389893,
14
+ "value_embed_2_update_fnorm": 31.75,
15
+ "value_embed_2_max_l1_linf_norm": 13.5,
16
+ "value_embed_2_max_spectral_norm": 2.5899245738983154,
17
+ "layer_1_update_fnorm": 3.687946319580078,
18
+ "layer_1_max_l1_linf_norm": 1.9253034591674805,
19
+ "layer_1_max_spectral_norm": 0.1135687455534935,
20
+ "layer_2_update_fnorm": 3.7597312927246094,
21
+ "layer_2_max_l1_linf_norm": 1.9727199077606201,
22
+ "layer_2_max_spectral_norm": 0.12039383500814438,
23
+ "layer_3_update_fnorm": 3.7242980003356934,
24
+ "layer_3_max_l1_linf_norm": 1.9786438941955566,
25
+ "layer_3_max_spectral_norm": 0.12061760574579239,
26
+ "layer_4_update_fnorm": 3.6816515922546387,
27
+ "layer_4_max_l1_linf_norm": 1.9428365230560303,
28
+ "layer_4_max_spectral_norm": 0.11984782665967941,
29
+ "layer_5_update_fnorm": 3.6909372806549072,
30
+ "layer_5_max_l1_linf_norm": 1.9182438850402832,
31
+ "layer_5_max_spectral_norm": 0.11957758665084839,
32
+ "layer_6_update_fnorm": 3.693476676940918,
33
+ "layer_6_max_l1_linf_norm": 1.9513829946517944,
34
+ "layer_6_max_spectral_norm": 0.1184186339378357,
35
+ "layer_7_update_fnorm": 3.681065320968628,
36
+ "layer_7_max_l1_linf_norm": 1.9585508108139038,
37
+ "layer_7_max_spectral_norm": 0.11802767962217331,
38
+ "layer_8_update_fnorm": 3.6984975337982178,
39
+ "layer_8_max_l1_linf_norm": 1.9878629446029663,
40
+ "layer_8_max_spectral_norm": 0.1201070100069046,
41
+ "layer_9_update_fnorm": 3.739614725112915,
42
+ "layer_9_max_l1_linf_norm": 1.9656851291656494,
43
+ "layer_9_max_spectral_norm": 0.12058175355195999,
44
+ "layer_10_update_fnorm": 3.755587100982666,
45
+ "layer_10_max_l1_linf_norm": 2.0246920585632324,
46
+ "layer_10_max_spectral_norm": 0.12060634046792984,
47
+ "layer_11_update_fnorm": 3.700035810470581,
48
+ "layer_11_max_l1_linf_norm": 2.037637710571289,
49
+ "layer_11_max_spectral_norm": 0.1204354465007782,
50
+ "layer_12_update_fnorm": 3.8652541637420654,
51
+ "layer_12_max_l1_linf_norm": 2.266787052154541,
52
+ "layer_12_max_spectral_norm": 0.12043917179107666,
53
+ "lm_head_update_fnorm": 33.22982406616211,
54
+ "lm_head_max_l1_linf_norm": 16.48578453063965,
55
+ "lm_head_max_spectral_norm": 8.291759490966797,
56
+ "block0_q_update_fnorm": 1.247715711593628,
57
+ "block0_q_max_l1_linf_norm": 1.0432562828063965,
58
+ "block0_q_max_spectral_norm": 0.06015714630484581,
59
+ "block0_k_update_fnorm": 1.2478539943695068,
60
+ "block0_k_max_l1_linf_norm": 1.052574872970581,
61
+ "block0_k_max_spectral_norm": 0.060167908668518066,
62
+ "block0_v_update_fnorm": 1.2329157590866089,
63
+ "block0_v_max_l1_linf_norm": 1.0394673347473145,
64
+ "block0_v_max_spectral_norm": 0.06019871309399605,
65
+ "block0_o_update_fnorm": 1.244323968887329,
66
+ "block0_o_max_l1_linf_norm": 1.0358383655548096,
67
+ "block0_o_max_spectral_norm": 0.06020860746502876,
68
+ "block0_mlp_win_update_fnorm": 2.4412524700164795,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.5378057956695557,
70
+ "block0_mlp_win_max_spectral_norm": 0.1135687455534935,
71
+ "block0_mlp_wout_update_fnorm": 1.2078216075897217,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9253034591674805,
73
+ "block0_mlp_wout_max_spectral_norm": 0.057025227695703506,
74
+ "block3_q_update_fnorm": 1.2106950283050537,
75
+ "block3_q_max_l1_linf_norm": 1.0397703647613525,
76
+ "block3_q_max_spectral_norm": 0.060188136994838715,
77
+ "block3_k_update_fnorm": 1.2296419143676758,
78
+ "block3_k_max_l1_linf_norm": 1.0409533977508545,
79
+ "block3_k_max_spectral_norm": 0.06019072234630585,
80
+ "block3_v_update_fnorm": 1.1899890899658203,
81
+ "block3_v_max_l1_linf_norm": 1.024219036102295,
82
+ "block3_v_max_spectral_norm": 0.0602007620036602,
83
+ "block3_o_update_fnorm": 1.235842227935791,
84
+ "block3_o_max_l1_linf_norm": 1.0426738262176514,
85
+ "block3_o_max_spectral_norm": 0.0601891428232193,
86
+ "block3_mlp_win_update_fnorm": 2.474440097808838,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8289763927459717,
88
+ "block3_mlp_win_max_spectral_norm": 0.11984782665967941,
89
+ "block3_mlp_wout_update_fnorm": 1.2289522886276245,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9428365230560303,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05690119042992592,
92
+ "block7_q_update_fnorm": 1.2122045755386353,
93
+ "block7_q_max_l1_linf_norm": 1.0938477516174316,
94
+ "block7_q_max_spectral_norm": 0.060204822570085526,
95
+ "block7_k_update_fnorm": 1.2227503061294556,
96
+ "block7_k_max_l1_linf_norm": 1.0922468900680542,
97
+ "block7_k_max_spectral_norm": 0.06019672378897667,
98
+ "block7_v_update_fnorm": 1.2134051322937012,
99
+ "block7_v_max_l1_linf_norm": 1.0406780242919922,
100
+ "block7_v_max_spectral_norm": 0.06019611656665802,
101
+ "block7_o_update_fnorm": 1.235153079032898,
102
+ "block7_o_max_l1_linf_norm": 1.0295963287353516,
103
+ "block7_o_max_spectral_norm": 0.06021534278988838,
104
+ "block7_mlp_win_update_fnorm": 2.4769129753112793,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.8415000438690186,
106
+ "block7_mlp_win_max_spectral_norm": 0.1201070100069046,
107
+ "block7_mlp_wout_update_fnorm": 1.257387399673462,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.9878629446029663,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05710221454501152,
110
+ "block11_q_update_fnorm": 1.2193779945373535,
111
+ "block11_q_max_l1_linf_norm": 1.0599452257156372,
112
+ "block11_q_max_spectral_norm": 0.0601850301027298,
113
+ "block11_k_update_fnorm": 1.2279800176620483,
114
+ "block11_k_max_l1_linf_norm": 1.0785753726959229,
115
+ "block11_k_max_spectral_norm": 0.06018685922026634,
116
+ "block11_v_update_fnorm": 1.1767901182174683,
117
+ "block11_v_max_l1_linf_norm": 1.0265848636627197,
118
+ "block11_v_max_spectral_norm": 0.06019512936472893,
119
+ "block11_o_update_fnorm": 1.231058955192566,
120
+ "block11_o_max_l1_linf_norm": 1.0308949947357178,
121
+ "block11_o_max_spectral_norm": 0.06021532788872719,
122
+ "block11_mlp_win_update_fnorm": 2.68717360496521,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6478633880615234,
124
+ "block11_mlp_win_max_spectral_norm": 0.12043917179107666,
125
+ "block11_mlp_wout_update_fnorm": 1.3505644798278809,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.266787052154541,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06023164838552475,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0038034114986658096,
130
+ "block_total_sharpness": 0.05886282026767731,
131
+ "v_norm_block": 12.898643493652344,
132
+ "v_T_H_v_block": 9.793301582336426,
133
+ "v_norm": 72.8978271484375,
134
+ "ip_v_neg_g_hvp": 0.14093877375125885,
135
+ "cos_v_neg_g_hvp": 0.003916224464774132,
136
+ "g_hvp_norm": 0.49368318915367126,
137
+ "ip_v_neg_g_t": 1708.22900390625,
138
+ "cos_v_neg_g_t": 0.02540881745517254,
139
+ "g_t_norm": 922.24658203125,
140
+ "g_norm": 0.49368318915367126,
141
+ "hv_norm": 0.14946512877941132,
142
+ "cos_v_hv": 0.0012076938292011619,
143
+ "hg_norm": 20.078458786010742,
144
+ "cos_g_hg": 0.9160405993461609,
145
+ "v_parallel_norm": 0.008370424620807171,
146
+ "v_perp_norm": 72.8978271484375,
147
+ "embed_v_norm": 32.12685775756836,
148
+ "embed_cos_v_neg_g": 0.065717414021492,
149
+ "value_embed_0_v_norm": 31.348751068115234,
150
+ "value_embed_0_cos_v_neg_g": 0.054495688527822495,
151
+ "value_embed_1_v_norm": 31.938081741333008,
152
+ "value_embed_1_cos_v_neg_g": 0.061414483934640884,
153
+ "value_embed_2_v_norm": 31.758119583129883,
154
+ "value_embed_2_cos_v_neg_g": 0.057532619684934616,
155
+ "layer_1_v_norm": 3.687946319580078,
156
+ "layer_1_cos_v_neg_g": 0.01776912994682789,
157
+ "layer_2_v_norm": 3.7597312927246094,
158
+ "layer_2_cos_v_neg_g": 0.0017427309649065137,
159
+ "layer_3_v_norm": 3.7242980003356934,
160
+ "layer_3_cos_v_neg_g": 0.03215282782912254,
161
+ "layer_4_v_norm": 3.6816513538360596,
162
+ "layer_4_cos_v_neg_g": 0.04659814387559891,
163
+ "layer_5_v_norm": 3.6909372806549072,
164
+ "layer_5_cos_v_neg_g": 0.034360188990831375,
165
+ "layer_6_v_norm": 3.693476676940918,
166
+ "layer_6_cos_v_neg_g": 0.03923608362674713,
167
+ "layer_7_v_norm": 3.681065320968628,
168
+ "layer_7_cos_v_neg_g": 0.030780408531427383,
169
+ "layer_8_v_norm": 3.6984972953796387,
170
+ "layer_8_cos_v_neg_g": 0.03252783417701721,
171
+ "layer_9_v_norm": 3.739614725112915,
172
+ "layer_9_cos_v_neg_g": 0.039597369730472565,
173
+ "layer_10_v_norm": 3.755587100982666,
174
+ "layer_10_cos_v_neg_g": 0.03208848834037781,
175
+ "layer_11_v_norm": 3.700035810470581,
176
+ "layer_11_cos_v_neg_g": 0.04244183748960495,
177
+ "layer_12_v_norm": 3.8652541637420654,
178
+ "layer_12_cos_v_neg_g": 0.024904781952500343,
179
+ "lm_head_v_norm": 33.22982406616211,
180
+ "lm_head_cos_v_neg_g": 0.06473790854215622,
181
+ "block0_q_v_norm": 1.247715711593628,
182
+ "block0_q_cos_v_neg_g": 0.06377285718917847,
183
+ "block0_k_v_norm": 1.2478539943695068,
184
+ "block0_k_cos_v_neg_g": 0.06530296057462692,
185
+ "block0_v_v_norm": 1.2329157590866089,
186
+ "block0_v_cos_v_neg_g": 0.049103330820798874,
187
+ "block0_o_v_norm": 1.244323968887329,
188
+ "block0_o_cos_v_neg_g": 0.05705324187874794,
189
+ "block0_mlp_win_v_norm": 2.4412524700164795,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07379665225744247,
191
+ "block0_mlp_wout_v_norm": 1.2078216075897217,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06677912175655365,
193
+ "block3_q_v_norm": 1.2106950283050537,
194
+ "block3_q_cos_v_neg_g": 0.03486541658639908,
195
+ "block3_k_v_norm": 1.2296419143676758,
196
+ "block3_k_cos_v_neg_g": 0.04370599612593651,
197
+ "block3_v_v_norm": 1.1899890899658203,
198
+ "block3_v_cos_v_neg_g": 0.025977248325943947,
199
+ "block3_o_v_norm": 1.235842227935791,
200
+ "block3_o_cos_v_neg_g": 0.05521683022379875,
201
+ "block3_mlp_win_v_norm": 2.474440097808838,
202
+ "block3_mlp_win_cos_v_neg_g": 0.060486726462841034,
203
+ "block3_mlp_wout_v_norm": 1.2289522886276245,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.08326492458581924,
205
+ "block7_q_v_norm": 1.2122045755386353,
206
+ "block7_q_cos_v_neg_g": 0.036310452967882156,
207
+ "block7_k_v_norm": 1.2227503061294556,
208
+ "block7_k_cos_v_neg_g": 0.04984701797366142,
209
+ "block7_v_v_norm": 1.2134051322937012,
210
+ "block7_v_cos_v_neg_g": 0.033917833119630814,
211
+ "block7_o_v_norm": 1.235153079032898,
212
+ "block7_o_cos_v_neg_g": 0.04764954745769501,
213
+ "block7_mlp_win_v_norm": 2.4769129753112793,
214
+ "block7_mlp_win_cos_v_neg_g": 0.05399361625313759,
215
+ "block7_mlp_wout_v_norm": 1.257387399673462,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08346426486968994,
217
+ "block11_q_v_norm": 1.2193779945373535,
218
+ "block11_q_cos_v_neg_g": 0.0321807786822319,
219
+ "block11_k_v_norm": 1.2279800176620483,
220
+ "block11_k_cos_v_neg_g": 0.04178034886717796,
221
+ "block11_v_v_norm": 1.1767901182174683,
222
+ "block11_v_cos_v_neg_g": 0.022427041083574295,
223
+ "block11_o_v_norm": 1.231058955192566,
224
+ "block11_o_cos_v_neg_g": 0.04003976285457611,
225
+ "block11_mlp_win_v_norm": 2.68717360496521,
226
+ "block11_mlp_win_cos_v_neg_g": 0.026326047256588936,
227
+ "block11_mlp_wout_v_norm": 1.3505644798278809,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.037144120782613754,
229
+ "embed_sharpness": 0.00011446314965724014,
230
+ "value_embed_0_sharpness": 1.903147676785011e-05,
231
+ "value_embed_1_sharpness": 6.208162994880695e-05,
232
+ "value_embed_2_sharpness": 0.000216730848478619,
233
+ "layer_1_sharpness": -0.000583455985179171,
234
+ "layer_2_sharpness": 0.05654165893793106,
235
+ "layer_3_sharpness": 0.0004758342693094164,
236
+ "layer_4_sharpness": 0.00295139173977077,
237
+ "layer_5_sharpness": 0.010337895015254617,
238
+ "layer_6_sharpness": 0.007054818095639348,
239
+ "layer_7_sharpness": 0.01003984990529716,
240
+ "layer_8_sharpness": 0.01339053874835372,
241
+ "layer_9_sharpness": 0.001019109331537038,
242
+ "layer_10_sharpness": 0.0015490624937228858,
243
+ "layer_11_sharpness": 0.005081655224785209,
244
+ "layer_12_sharpness": 0.26890821754932404,
245
+ "lm_head_sharpness": 0.001852952758781612,
246
+ "block0_q_sharpness": 5.197024438530207e-05,
247
+ "block0_k_sharpness": 6.262964598136023e-05,
248
+ "block0_v_sharpness": 0.000122864523291355,
249
+ "block0_o_sharpness": 9.757237057783641e-05,
250
+ "block0_mlp_win_sharpness": 0.0006544837087858468,
251
+ "block0_mlp_wout_sharpness": 0.0035899810027331114,
252
+ "block3_q_sharpness": 0.0005049178580520675,
253
+ "block3_k_sharpness": 0.00035013451270060614,
254
+ "block3_v_sharpness": 0.0014932749909348786,
255
+ "block3_o_sharpness": 0.0005126842152094468,
256
+ "block3_mlp_win_sharpness": 0.0008702887280378491,
257
+ "block3_mlp_wout_sharpness": 0.002159897005185485,
258
+ "block7_q_sharpness": 0.0025234533241018653,
259
+ "block7_k_sharpness": 0.002071077120490372,
260
+ "block7_v_sharpness": 0.009106789715588093,
261
+ "block7_o_sharpness": 0.0023023842950351536,
262
+ "block7_mlp_win_sharpness": 0.0014444823609665036,
263
+ "block7_mlp_wout_sharpness": 0.0025660941610112786,
264
+ "block11_q_sharpness": 0.01867532730102539,
265
+ "block11_k_sharpness": 0.01677058869972825,
266
+ "block11_v_sharpness": 0.007119029760360718,
267
+ "block11_o_sharpness": 0.026547035202383995,
268
+ "block11_mlp_win_sharpness": 0.044210451655089855,
269
+ "block11_mlp_wout_sharpness": 0.6940256506204605,
270
+ "sum_layer_numerators": 5.517411513351607,
271
+ "block_diag_sharpness": 0.03316250266858736,
272
+ "cross_layer_sharpness": 0.025700317599089945
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_5500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 72.60992431640625,
3
+ "total_l1_linf_norm": 638107.8125,
4
+ "total_spectral_norm": 72.62686157226562,
5
+ "embed_update_fnorm": 32.0,
6
+ "embed_max_l1_linf_norm": 13.5,
7
+ "embed_max_spectral_norm": 4.623668193817139,
8
+ "value_embed_0_update_fnorm": 31.5,
9
+ "value_embed_0_max_l1_linf_norm": 13.5,
10
+ "value_embed_0_max_spectral_norm": 2.6358954906463623,
11
+ "value_embed_1_update_fnorm": 31.75,
12
+ "value_embed_1_max_l1_linf_norm": 13.5,
13
+ "value_embed_1_max_spectral_norm": 2.9314444065093994,
14
+ "value_embed_2_update_fnorm": 31.75,
15
+ "value_embed_2_max_l1_linf_norm": 13.4375,
16
+ "value_embed_2_max_spectral_norm": 2.5882227420806885,
17
+ "layer_1_update_fnorm": 3.6673622131347656,
18
+ "layer_1_max_l1_linf_norm": 1.9311619997024536,
19
+ "layer_1_max_spectral_norm": 0.11390319466590881,
20
+ "layer_2_update_fnorm": 3.749769687652588,
21
+ "layer_2_max_l1_linf_norm": 1.9540879726409912,
22
+ "layer_2_max_spectral_norm": 0.12036255747079849,
23
+ "layer_3_update_fnorm": 3.7271292209625244,
24
+ "layer_3_max_l1_linf_norm": 1.9636600017547607,
25
+ "layer_3_max_spectral_norm": 0.12064822018146515,
26
+ "layer_4_update_fnorm": 3.6837470531463623,
27
+ "layer_4_max_l1_linf_norm": 1.9141985177993774,
28
+ "layer_4_max_spectral_norm": 0.12033601105213165,
29
+ "layer_5_update_fnorm": 3.6889541149139404,
30
+ "layer_5_max_l1_linf_norm": 1.909056544303894,
31
+ "layer_5_max_spectral_norm": 0.12013557553291321,
32
+ "layer_6_update_fnorm": 3.691685676574707,
33
+ "layer_6_max_l1_linf_norm": 1.9523608684539795,
34
+ "layer_6_max_spectral_norm": 0.11886574327945709,
35
+ "layer_7_update_fnorm": 3.681562900543213,
36
+ "layer_7_max_l1_linf_norm": 2.2962584495544434,
37
+ "layer_7_max_spectral_norm": 0.12007686495780945,
38
+ "layer_8_update_fnorm": 3.6973862648010254,
39
+ "layer_8_max_l1_linf_norm": 1.9762945175170898,
40
+ "layer_8_max_spectral_norm": 0.12058854848146439,
41
+ "layer_9_update_fnorm": 3.7397775650024414,
42
+ "layer_9_max_l1_linf_norm": 1.9400997161865234,
43
+ "layer_9_max_spectral_norm": 0.1206088736653328,
44
+ "layer_10_update_fnorm": 3.7620174884796143,
45
+ "layer_10_max_l1_linf_norm": 2.0334267616271973,
46
+ "layer_10_max_spectral_norm": 0.12059788405895233,
47
+ "layer_11_update_fnorm": 3.7138636112213135,
48
+ "layer_11_max_l1_linf_norm": 2.025303363800049,
49
+ "layer_11_max_spectral_norm": 0.1205400750041008,
50
+ "layer_12_update_fnorm": 3.885854721069336,
51
+ "layer_12_max_l1_linf_norm": 2.267585039138794,
52
+ "layer_12_max_spectral_norm": 0.1204821765422821,
53
+ "lm_head_update_fnorm": 32.7679328918457,
54
+ "lm_head_max_l1_linf_norm": 13.724063873291016,
55
+ "lm_head_max_spectral_norm": 7.152017593383789,
56
+ "block0_q_update_fnorm": 1.2449376583099365,
57
+ "block0_q_max_l1_linf_norm": 1.042581558227539,
58
+ "block0_q_max_spectral_norm": 0.06015580892562866,
59
+ "block0_k_update_fnorm": 1.2446221113204956,
60
+ "block0_k_max_l1_linf_norm": 1.0421534776687622,
61
+ "block0_k_max_spectral_norm": 0.06014753133058548,
62
+ "block0_v_update_fnorm": 1.2282463312149048,
63
+ "block0_v_max_l1_linf_norm": 1.0351524353027344,
64
+ "block0_v_max_spectral_norm": 0.06020223721861839,
65
+ "block0_o_update_fnorm": 1.241843342781067,
66
+ "block0_o_max_l1_linf_norm": 1.0594310760498047,
67
+ "block0_o_max_spectral_norm": 0.060221802443265915,
68
+ "block0_mlp_win_update_fnorm": 2.4165353775024414,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.582523226737976,
70
+ "block0_mlp_win_max_spectral_norm": 0.11390319466590881,
71
+ "block0_mlp_wout_update_fnorm": 1.208356261253357,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9311619997024536,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05691245570778847,
74
+ "block3_q_update_fnorm": 1.207521915435791,
75
+ "block3_q_max_l1_linf_norm": 1.0435636043548584,
76
+ "block3_q_max_spectral_norm": 0.06020870432257652,
77
+ "block3_k_update_fnorm": 1.2287369966506958,
78
+ "block3_k_max_l1_linf_norm": 1.0419018268585205,
79
+ "block3_k_max_spectral_norm": 0.060220904648303986,
80
+ "block3_v_update_fnorm": 1.1885627508163452,
81
+ "block3_v_max_l1_linf_norm": 1.0163356065750122,
82
+ "block3_v_max_spectral_norm": 0.06020685285329819,
83
+ "block3_o_update_fnorm": 1.231919765472412,
84
+ "block3_o_max_l1_linf_norm": 1.0344984531402588,
85
+ "block3_o_max_spectral_norm": 0.06021291762590408,
86
+ "block3_mlp_win_update_fnorm": 2.4863834381103516,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.9141985177993774,
88
+ "block3_mlp_win_max_spectral_norm": 0.12033601105213165,
89
+ "block3_mlp_wout_update_fnorm": 1.2204861640930176,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9020650386810303,
91
+ "block3_mlp_wout_max_spectral_norm": 0.056842003017663956,
92
+ "block7_q_update_fnorm": 1.1813305616378784,
93
+ "block7_q_max_l1_linf_norm": 1.06319260597229,
94
+ "block7_q_max_spectral_norm": 0.06019509583711624,
95
+ "block7_k_update_fnorm": 1.21343994140625,
96
+ "block7_k_max_l1_linf_norm": 1.1071115732192993,
97
+ "block7_k_max_spectral_norm": 0.06019135192036629,
98
+ "block7_v_update_fnorm": 1.2012172937393188,
99
+ "block7_v_max_l1_linf_norm": 1.0290106534957886,
100
+ "block7_v_max_spectral_norm": 0.06018931418657303,
101
+ "block7_o_update_fnorm": 1.2311869859695435,
102
+ "block7_o_max_l1_linf_norm": 1.0245444774627686,
103
+ "block7_o_max_spectral_norm": 0.060196008533239365,
104
+ "block7_mlp_win_update_fnorm": 2.51108717918396,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.81882643699646,
106
+ "block7_mlp_win_max_spectral_norm": 0.12058854848146439,
107
+ "block7_mlp_wout_update_fnorm": 1.240261435508728,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.9762945175170898,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05689824000000954,
110
+ "block11_q_update_fnorm": 1.2059571743011475,
111
+ "block11_q_max_l1_linf_norm": 1.0457532405853271,
112
+ "block11_q_max_spectral_norm": 0.060197312384843826,
113
+ "block11_k_update_fnorm": 1.223780632019043,
114
+ "block11_k_max_l1_linf_norm": 1.0814388990402222,
115
+ "block11_k_max_spectral_norm": 0.06021187826991081,
116
+ "block11_v_update_fnorm": 1.1585160493850708,
117
+ "block11_v_max_l1_linf_norm": 1.0255063772201538,
118
+ "block11_v_max_spectral_norm": 0.06018062308430672,
119
+ "block11_o_update_fnorm": 1.2291022539138794,
120
+ "block11_o_max_l1_linf_norm": 1.0294606685638428,
121
+ "block11_o_max_spectral_norm": 0.06021438166499138,
122
+ "block11_mlp_win_update_fnorm": 2.7209665775299072,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.711995244026184,
124
+ "block11_mlp_win_max_spectral_norm": 0.1204821765422821,
125
+ "block11_mlp_wout_update_fnorm": 1.3751847743988037,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.267585039138794,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06022413447499275,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0038368123350664973,
130
+ "block_total_sharpness": 0.06941836327314377,
131
+ "v_norm_block": 12.902117729187012,
132
+ "v_T_H_v_block": 11.555703163146973,
133
+ "v_norm": 72.6268539428711,
134
+ "ip_v_neg_g_hvp": 0.12445537745952606,
135
+ "cos_v_neg_g_hvp": 0.005547019653022289,
136
+ "g_hvp_norm": 0.30892762541770935,
137
+ "ip_v_neg_g_t": 1528.53271484375,
138
+ "cos_v_neg_g_t": 0.014261133968830109,
139
+ "g_t_norm": 1475.7862548828125,
140
+ "g_norm": 0.30892762541770935,
141
+ "hv_norm": 0.14754237234592438,
142
+ "cos_v_hv": 0.0012295886408537626,
143
+ "hg_norm": 9.345440864562988,
144
+ "cos_g_hg": 0.7149898409843445,
145
+ "v_parallel_norm": 0.010265093296766281,
146
+ "v_perp_norm": 72.6268539428711,
147
+ "embed_v_norm": 32.01708984375,
148
+ "embed_cos_v_neg_g": 0.06325409561395645,
149
+ "value_embed_0_v_norm": 31.515762329101562,
150
+ "value_embed_0_cos_v_neg_g": 0.05685417726635933,
151
+ "value_embed_1_v_norm": 31.753999710083008,
152
+ "value_embed_1_cos_v_neg_g": 0.0635153204202652,
153
+ "value_embed_2_v_norm": 31.74593734741211,
154
+ "value_embed_2_cos_v_neg_g": 0.057689692825078964,
155
+ "layer_1_v_norm": 3.6673622131347656,
156
+ "layer_1_cos_v_neg_g": 0.007185571361333132,
157
+ "layer_2_v_norm": 3.749769687652588,
158
+ "layer_2_cos_v_neg_g": 0.0024874901864677668,
159
+ "layer_3_v_norm": 3.7271292209625244,
160
+ "layer_3_cos_v_neg_g": 0.0434003621339798,
161
+ "layer_4_v_norm": 3.6837470531463623,
162
+ "layer_4_cos_v_neg_g": 0.04347220063209534,
163
+ "layer_5_v_norm": 3.6889541149139404,
164
+ "layer_5_cos_v_neg_g": 0.03416655212640762,
165
+ "layer_6_v_norm": 3.691685676574707,
166
+ "layer_6_cos_v_neg_g": 0.027029385790228844,
167
+ "layer_7_v_norm": 3.681562900543213,
168
+ "layer_7_cos_v_neg_g": 0.03317912295460701,
169
+ "layer_8_v_norm": 3.6973865032196045,
170
+ "layer_8_cos_v_neg_g": 0.026046989485621452,
171
+ "layer_9_v_norm": 3.7397775650024414,
172
+ "layer_9_cos_v_neg_g": 0.029643738642334938,
173
+ "layer_10_v_norm": 3.7620174884796143,
174
+ "layer_10_cos_v_neg_g": 0.025242503732442856,
175
+ "layer_11_v_norm": 3.7138636112213135,
176
+ "layer_11_cos_v_neg_g": 0.03136008232831955,
177
+ "layer_12_v_norm": 3.885854721069336,
178
+ "layer_12_cos_v_neg_g": 0.023346643894910812,
179
+ "lm_head_v_norm": 32.7679328918457,
180
+ "lm_head_cos_v_neg_g": 0.0623985156416893,
181
+ "block0_q_v_norm": 1.2449376583099365,
182
+ "block0_q_cos_v_neg_g": 0.05270185321569443,
183
+ "block0_k_v_norm": 1.2446221113204956,
184
+ "block0_k_cos_v_neg_g": 0.05472871661186218,
185
+ "block0_v_v_norm": 1.2282463312149048,
186
+ "block0_v_cos_v_neg_g": 0.032119814306497574,
187
+ "block0_o_v_norm": 1.241843342781067,
188
+ "block0_o_cos_v_neg_g": 0.04939582198858261,
189
+ "block0_mlp_win_v_norm": 2.4165353775024414,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07105520367622375,
191
+ "block0_mlp_wout_v_norm": 1.208356261253357,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06327368319034576,
193
+ "block3_q_v_norm": 1.207521915435791,
194
+ "block3_q_cos_v_neg_g": 0.035914186388254166,
195
+ "block3_k_v_norm": 1.2287369966506958,
196
+ "block3_k_cos_v_neg_g": 0.0454387292265892,
197
+ "block3_v_v_norm": 1.1885627508163452,
198
+ "block3_v_cos_v_neg_g": 0.027227681130170822,
199
+ "block3_o_v_norm": 1.231919765472412,
200
+ "block3_o_cos_v_neg_g": 0.05485362559556961,
201
+ "block3_mlp_win_v_norm": 2.4863834381103516,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05627293884754181,
203
+ "block3_mlp_wout_v_norm": 1.2204861640930176,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07937313616275787,
205
+ "block7_q_v_norm": 1.1813305616378784,
206
+ "block7_q_cos_v_neg_g": 0.045191939920186996,
207
+ "block7_k_v_norm": 1.21343994140625,
208
+ "block7_k_cos_v_neg_g": 0.052304647862911224,
209
+ "block7_v_v_norm": 1.2012172937393188,
210
+ "block7_v_cos_v_neg_g": 0.033004339784383774,
211
+ "block7_o_v_norm": 1.2311869859695435,
212
+ "block7_o_cos_v_neg_g": 0.045617517083883286,
213
+ "block7_mlp_win_v_norm": 2.51108717918396,
214
+ "block7_mlp_win_cos_v_neg_g": 0.052723389118909836,
215
+ "block7_mlp_wout_v_norm": 1.240261435508728,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08126498013734818,
217
+ "block11_q_v_norm": 1.2059571743011475,
218
+ "block11_q_cos_v_neg_g": 0.02862091176211834,
219
+ "block11_k_v_norm": 1.223780632019043,
220
+ "block11_k_cos_v_neg_g": 0.03315676003694534,
221
+ "block11_v_v_norm": 1.1585160493850708,
222
+ "block11_v_cos_v_neg_g": 0.02067197859287262,
223
+ "block11_o_v_norm": 1.2291022539138794,
224
+ "block11_o_cos_v_neg_g": 0.036041490733623505,
225
+ "block11_mlp_win_v_norm": 2.7209665775299072,
226
+ "block11_mlp_win_cos_v_neg_g": 0.027235986664891243,
227
+ "block11_mlp_wout_v_norm": 1.3751847743988037,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.03708207979798317,
229
+ "embed_sharpness": 0.00011370326683390886,
230
+ "value_embed_0_sharpness": 1.4864563127048314e-05,
231
+ "value_embed_1_sharpness": 9.047871571965516e-05,
232
+ "value_embed_2_sharpness": 0.00018730440933723003,
233
+ "layer_1_sharpness": 0.0029535870999097824,
234
+ "layer_2_sharpness": 0.006437212228775024,
235
+ "layer_3_sharpness": 0.006464755162596703,
236
+ "layer_4_sharpness": 0.002992318826727569,
237
+ "layer_5_sharpness": 0.004143895930610597,
238
+ "layer_6_sharpness": 0.0027057473198510706,
239
+ "layer_7_sharpness": 0.009088888764381409,
240
+ "layer_8_sharpness": 0.025823207572102547,
241
+ "layer_9_sharpness": 0.008597068022936583,
242
+ "layer_10_sharpness": 0.019150054547935724,
243
+ "layer_11_sharpness": 0.002709518652409315,
244
+ "layer_12_sharpness": 0.27018047869205475,
245
+ "lm_head_sharpness": 0.0013482678914442658,
246
+ "block0_q_sharpness": 0.0002221793693024665,
247
+ "block0_k_sharpness": 0.00020991319615859538,
248
+ "block0_v_sharpness": 6.43019284325419e-05,
249
+ "block0_o_sharpness": 0.0001961614834726788,
250
+ "block0_mlp_win_sharpness": 0.0011137693945784122,
251
+ "block0_mlp_wout_sharpness": 0.006973200011998415,
252
+ "block3_q_sharpness": 0.00022416810679715127,
253
+ "block3_k_sharpness": 0.000122359131637495,
254
+ "block3_v_sharpness": 0.001802321698050946,
255
+ "block3_o_sharpness": 0.0006385795713867992,
256
+ "block3_mlp_win_sharpness": 0.0011122112337034196,
257
+ "block3_mlp_wout_sharpness": 0.0024159231106750667,
258
+ "block7_q_sharpness": 0.01627511065453291,
259
+ "block7_k_sharpness": 0.004777340800501406,
260
+ "block7_v_sharpness": 0.01122121699154377,
261
+ "block7_o_sharpness": 0.0020629444043152034,
262
+ "block7_mlp_win_sharpness": 0.002481151605024934,
263
+ "block7_mlp_wout_sharpness": 0.0021176202571950853,
264
+ "block11_q_sharpness": 0.00564188975840807,
265
+ "block11_k_sharpness": 0.008691101102158427,
266
+ "block11_v_sharpness": 0.005870898719877005,
267
+ "block11_o_sharpness": 0.02839585393667221,
268
+ "block11_mlp_win_sharpness": 0.03509750124067068,
269
+ "block11_mlp_wout_sharpness": 0.8545254170894623,
270
+ "sum_layer_numerators": 5.33845048874269,
271
+ "block_diag_sharpness": 0.03206957602455987,
272
+ "cross_layer_sharpness": 0.0373487872485839
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_6000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 72.64275360107422,
3
+ "total_l1_linf_norm": 633871.0,
4
+ "total_spectral_norm": 72.58446502685547,
5
+ "embed_update_fnorm": 32.0,
6
+ "embed_max_l1_linf_norm": 13.5,
7
+ "embed_max_spectral_norm": 4.53749942779541,
8
+ "value_embed_0_update_fnorm": 31.25,
9
+ "value_embed_0_max_l1_linf_norm": 13.5625,
10
+ "value_embed_0_max_spectral_norm": 2.5633034706115723,
11
+ "value_embed_1_update_fnorm": 31.875,
12
+ "value_embed_1_max_l1_linf_norm": 13.5,
13
+ "value_embed_1_max_spectral_norm": 2.95656418800354,
14
+ "value_embed_2_update_fnorm": 31.625,
15
+ "value_embed_2_max_l1_linf_norm": 13.5625,
16
+ "value_embed_2_max_spectral_norm": 2.5640511512756348,
17
+ "layer_1_update_fnorm": 3.6812305450439453,
18
+ "layer_1_max_l1_linf_norm": 1.9597928524017334,
19
+ "layer_1_max_spectral_norm": 0.11371365189552307,
20
+ "layer_2_update_fnorm": 3.759187698364258,
21
+ "layer_2_max_l1_linf_norm": 1.8935449123382568,
22
+ "layer_2_max_spectral_norm": 0.120388925075531,
23
+ "layer_3_update_fnorm": 3.7224531173706055,
24
+ "layer_3_max_l1_linf_norm": 1.983270525932312,
25
+ "layer_3_max_spectral_norm": 0.1206827163696289,
26
+ "layer_4_update_fnorm": 3.679413318634033,
27
+ "layer_4_max_l1_linf_norm": 1.9401005506515503,
28
+ "layer_4_max_spectral_norm": 0.11945286393165588,
29
+ "layer_5_update_fnorm": 3.6819183826446533,
30
+ "layer_5_max_l1_linf_norm": 1.9320340156555176,
31
+ "layer_5_max_spectral_norm": 0.11862950772047043,
32
+ "layer_6_update_fnorm": 3.6877832412719727,
33
+ "layer_6_max_l1_linf_norm": 1.939016580581665,
34
+ "layer_6_max_spectral_norm": 0.11656975001096725,
35
+ "layer_7_update_fnorm": 3.677006959915161,
36
+ "layer_7_max_l1_linf_norm": 1.9530508518218994,
37
+ "layer_7_max_spectral_norm": 0.11677253246307373,
38
+ "layer_8_update_fnorm": 3.6864078044891357,
39
+ "layer_8_max_l1_linf_norm": 2.0046982765197754,
40
+ "layer_8_max_spectral_norm": 0.11874555796384811,
41
+ "layer_9_update_fnorm": 3.729999542236328,
42
+ "layer_9_max_l1_linf_norm": 1.9911280870437622,
43
+ "layer_9_max_spectral_norm": 0.12048240005970001,
44
+ "layer_10_update_fnorm": 3.7519540786743164,
45
+ "layer_10_max_l1_linf_norm": 2.0362277030944824,
46
+ "layer_10_max_spectral_norm": 0.12054561078548431,
47
+ "layer_11_update_fnorm": 3.696436643600464,
48
+ "layer_11_max_l1_linf_norm": 2.058457851409912,
49
+ "layer_11_max_spectral_norm": 0.12045123428106308,
50
+ "layer_12_update_fnorm": 3.859548330307007,
51
+ "layer_12_max_l1_linf_norm": 2.259262800216675,
52
+ "layer_12_max_spectral_norm": 0.12045937031507492,
53
+ "lm_head_update_fnorm": 32.84932327270508,
54
+ "lm_head_max_l1_linf_norm": 14.298917770385742,
55
+ "lm_head_max_spectral_norm": 7.478481769561768,
56
+ "block0_q_update_fnorm": 1.2474788427352905,
57
+ "block0_q_max_l1_linf_norm": 1.0509382486343384,
58
+ "block0_q_max_spectral_norm": 0.060172270983457565,
59
+ "block0_k_update_fnorm": 1.2459338903427124,
60
+ "block0_k_max_l1_linf_norm": 1.0535987615585327,
61
+ "block0_k_max_spectral_norm": 0.060150016099214554,
62
+ "block0_v_update_fnorm": 1.2325149774551392,
63
+ "block0_v_max_l1_linf_norm": 1.039919137954712,
64
+ "block0_v_max_spectral_norm": 0.06021789461374283,
65
+ "block0_o_update_fnorm": 1.2438558340072632,
66
+ "block0_o_max_l1_linf_norm": 1.0371451377868652,
67
+ "block0_o_max_spectral_norm": 0.06022857502102852,
68
+ "block0_mlp_win_update_fnorm": 2.4335458278656006,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6422677040100098,
70
+ "block0_mlp_win_max_spectral_norm": 0.11371365189552307,
71
+ "block0_mlp_wout_update_fnorm": 1.205980658531189,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9597928524017334,
73
+ "block0_mlp_wout_max_spectral_norm": 0.056999050080776215,
74
+ "block3_q_update_fnorm": 1.2142068147659302,
75
+ "block3_q_max_l1_linf_norm": 1.0726344585418701,
76
+ "block3_q_max_spectral_norm": 0.06018515303730965,
77
+ "block3_k_update_fnorm": 1.2311599254608154,
78
+ "block3_k_max_l1_linf_norm": 1.0379984378814697,
79
+ "block3_k_max_spectral_norm": 0.06020046025514603,
80
+ "block3_v_update_fnorm": 1.1937894821166992,
81
+ "block3_v_max_l1_linf_norm": 1.0511865615844727,
82
+ "block3_v_max_spectral_norm": 0.060194794088602066,
83
+ "block3_o_update_fnorm": 1.236538052558899,
84
+ "block3_o_max_l1_linf_norm": 1.0357413291931152,
85
+ "block3_o_max_spectral_norm": 0.06020471826195717,
86
+ "block3_mlp_win_update_fnorm": 2.465122699737549,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.906654953956604,
88
+ "block3_mlp_win_max_spectral_norm": 0.11945286393165588,
89
+ "block3_mlp_wout_update_fnorm": 1.2316594123840332,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9401005506515503,
91
+ "block3_mlp_wout_max_spectral_norm": 0.056908540427684784,
92
+ "block7_q_update_fnorm": 1.2135076522827148,
93
+ "block7_q_max_l1_linf_norm": 1.0714772939682007,
94
+ "block7_q_max_spectral_norm": 0.06020108610391617,
95
+ "block7_k_update_fnorm": 1.2220114469528198,
96
+ "block7_k_max_l1_linf_norm": 1.0930711030960083,
97
+ "block7_k_max_spectral_norm": 0.06019655242562294,
98
+ "block7_v_update_fnorm": 1.2170264720916748,
99
+ "block7_v_max_l1_linf_norm": 1.0369294881820679,
100
+ "block7_v_max_spectral_norm": 0.06018002703785896,
101
+ "block7_o_update_fnorm": 1.2385170459747314,
102
+ "block7_o_max_l1_linf_norm": 1.0377811193466187,
103
+ "block7_o_max_spectral_norm": 0.06020570173859596,
104
+ "block7_mlp_win_update_fnorm": 2.4565939903259277,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.8337746858596802,
106
+ "block7_mlp_win_max_spectral_norm": 0.11874555796384811,
107
+ "block7_mlp_wout_update_fnorm": 1.2544227838516235,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.0046982765197754,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05703986436128616,
110
+ "block11_q_update_fnorm": 1.2144489288330078,
111
+ "block11_q_max_l1_linf_norm": 1.0412509441375732,
112
+ "block11_q_max_spectral_norm": 0.060205891728401184,
113
+ "block11_k_update_fnorm": 1.2234195470809937,
114
+ "block11_k_max_l1_linf_norm": 1.0648314952850342,
115
+ "block11_k_max_spectral_norm": 0.06018558889627457,
116
+ "block11_v_update_fnorm": 1.1805700063705444,
117
+ "block11_v_max_l1_linf_norm": 1.0416162014007568,
118
+ "block11_v_max_spectral_norm": 0.06019863113760948,
119
+ "block11_o_update_fnorm": 1.2308429479599,
120
+ "block11_o_max_l1_linf_norm": 1.0373172760009766,
121
+ "block11_o_max_spectral_norm": 0.060200974345207214,
122
+ "block11_mlp_win_update_fnorm": 2.6872477531433105,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.849302053451538,
124
+ "block11_mlp_win_max_spectral_norm": 0.12045937031507492,
125
+ "block11_mlp_wout_update_fnorm": 1.3394526243209839,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.259262800216675,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06021818518638611,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.004581796587444842,
130
+ "block_total_sharpness": 0.08370295353233814,
131
+ "v_norm_block": 12.879973411560059,
132
+ "v_T_H_v_block": 13.885794639587402,
133
+ "v_norm": 72.5844497680664,
134
+ "ip_v_neg_g_hvp": 0.13094881176948547,
135
+ "cos_v_neg_g_hvp": 0.005953569896519184,
136
+ "g_hvp_norm": 0.3030264377593994,
137
+ "ip_v_neg_g_t": 1598.56689453125,
138
+ "cos_v_neg_g_t": 0.020719416439533234,
139
+ "g_t_norm": 1062.9423828125,
140
+ "g_norm": 0.3030264377593994,
141
+ "hv_norm": 0.13802872598171234,
142
+ "cos_v_hv": 0.0015686234692111611,
143
+ "hg_norm": 6.008563995361328,
144
+ "cos_g_hg": 0.7896459698677063,
145
+ "v_parallel_norm": 0.009726868942379951,
146
+ "v_perp_norm": 72.5844497680664,
147
+ "embed_v_norm": 32.14728546142578,
148
+ "embed_cos_v_neg_g": 0.06841281801462173,
149
+ "value_embed_0_v_norm": 31.231653213500977,
150
+ "value_embed_0_cos_v_neg_g": 0.05696595460176468,
151
+ "value_embed_1_v_norm": 31.856454849243164,
152
+ "value_embed_1_cos_v_neg_g": 0.06250975281000137,
153
+ "value_embed_2_v_norm": 31.62017059326172,
154
+ "value_embed_2_cos_v_neg_g": 0.055280353873968124,
155
+ "layer_1_v_norm": 3.6812305450439453,
156
+ "layer_1_cos_v_neg_g": 0.013455822132527828,
157
+ "layer_2_v_norm": 3.759187698364258,
158
+ "layer_2_cos_v_neg_g": 0.0025642341934144497,
159
+ "layer_3_v_norm": 3.7224531173706055,
160
+ "layer_3_cos_v_neg_g": 0.04625752568244934,
161
+ "layer_4_v_norm": 3.679413318634033,
162
+ "layer_4_cos_v_neg_g": 0.05189472436904907,
163
+ "layer_5_v_norm": 3.6819183826446533,
164
+ "layer_5_cos_v_neg_g": 0.05231986194849014,
165
+ "layer_6_v_norm": 3.6877832412719727,
166
+ "layer_6_cos_v_neg_g": 0.03989619389176369,
167
+ "layer_7_v_norm": 3.677006959915161,
168
+ "layer_7_cos_v_neg_g": 0.03759791702032089,
169
+ "layer_8_v_norm": 3.686408042907715,
170
+ "layer_8_cos_v_neg_g": 0.02747163362801075,
171
+ "layer_9_v_norm": 3.729999542236328,
172
+ "layer_9_cos_v_neg_g": 0.0371391698718071,
173
+ "layer_10_v_norm": 3.7519540786743164,
174
+ "layer_10_cos_v_neg_g": 0.01953921653330326,
175
+ "layer_11_v_norm": 3.696436643600464,
176
+ "layer_11_cos_v_neg_g": 0.04306468367576599,
177
+ "layer_12_v_norm": 3.859548330307007,
178
+ "layer_12_cos_v_neg_g": 0.02816884033381939,
179
+ "lm_head_v_norm": 32.84932327270508,
180
+ "lm_head_cos_v_neg_g": 0.06188778206706047,
181
+ "block0_q_v_norm": 1.2474788427352905,
182
+ "block0_q_cos_v_neg_g": 0.07133790850639343,
183
+ "block0_k_v_norm": 1.2459338903427124,
184
+ "block0_k_cos_v_neg_g": 0.07457982003688812,
185
+ "block0_v_v_norm": 1.2325149774551392,
186
+ "block0_v_cos_v_neg_g": 0.06313801556825638,
187
+ "block0_o_v_norm": 1.2438558340072632,
188
+ "block0_o_cos_v_neg_g": 0.06753574311733246,
189
+ "block0_mlp_win_v_norm": 2.4335458278656006,
190
+ "block0_mlp_win_cos_v_neg_g": 0.08417998999357224,
191
+ "block0_mlp_wout_v_norm": 1.205980658531189,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.07604768872261047,
193
+ "block3_q_v_norm": 1.2142068147659302,
194
+ "block3_q_cos_v_neg_g": 0.0381552018225193,
195
+ "block3_k_v_norm": 1.2311599254608154,
196
+ "block3_k_cos_v_neg_g": 0.04691421985626221,
197
+ "block3_v_v_norm": 1.1937894821166992,
198
+ "block3_v_cos_v_neg_g": 0.030874621123075485,
199
+ "block3_o_v_norm": 1.236538052558899,
200
+ "block3_o_cos_v_neg_g": 0.05965534225106239,
201
+ "block3_mlp_win_v_norm": 2.465122699737549,
202
+ "block3_mlp_win_cos_v_neg_g": 0.06531260907649994,
203
+ "block3_mlp_wout_v_norm": 1.2316594123840332,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.08616571128368378,
205
+ "block7_q_v_norm": 1.2135076522827148,
206
+ "block7_q_cos_v_neg_g": 0.04171818867325783,
207
+ "block7_k_v_norm": 1.2220114469528198,
208
+ "block7_k_cos_v_neg_g": 0.05091630294919014,
209
+ "block7_v_v_norm": 1.2170264720916748,
210
+ "block7_v_cos_v_neg_g": 0.04031455144286156,
211
+ "block7_o_v_norm": 1.2385170459747314,
212
+ "block7_o_cos_v_neg_g": 0.0544409416615963,
213
+ "block7_mlp_win_v_norm": 2.4565939903259277,
214
+ "block7_mlp_win_cos_v_neg_g": 0.06237109750509262,
215
+ "block7_mlp_wout_v_norm": 1.2544227838516235,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08759306371212006,
217
+ "block11_q_v_norm": 1.2144489288330078,
218
+ "block11_q_cos_v_neg_g": 0.03523913770914078,
219
+ "block11_k_v_norm": 1.2234195470809937,
220
+ "block11_k_cos_v_neg_g": 0.047514818608760834,
221
+ "block11_v_v_norm": 1.1805700063705444,
222
+ "block11_v_cos_v_neg_g": 0.022985875606536865,
223
+ "block11_o_v_norm": 1.2308429479599,
224
+ "block11_o_cos_v_neg_g": 0.03999678045511246,
225
+ "block11_mlp_win_v_norm": 2.6872477531433105,
226
+ "block11_mlp_win_cos_v_neg_g": 0.0313388854265213,
227
+ "block11_mlp_wout_v_norm": 1.3394526243209839,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04067625105381012,
229
+ "embed_sharpness": 0.00012722219616989605,
230
+ "value_embed_0_sharpness": 2.2209516828297637e-05,
231
+ "value_embed_1_sharpness": 7.952483974804636e-05,
232
+ "value_embed_2_sharpness": 0.0002017200386035256,
233
+ "layer_1_sharpness": 0.025241740979254246,
234
+ "layer_2_sharpness": 0.0016508821863681078,
235
+ "layer_3_sharpness": 0.002946930122561753,
236
+ "layer_4_sharpness": 0.003137439605779946,
237
+ "layer_5_sharpness": 0.00817569438368082,
238
+ "layer_6_sharpness": 0.00954566546715796,
239
+ "layer_7_sharpness": 0.012228207662701607,
240
+ "layer_8_sharpness": 0.015503550879657269,
241
+ "layer_9_sharpness": 0.01417281897738576,
242
+ "layer_10_sharpness": 0.0025581636582501233,
243
+ "layer_11_sharpness": 0.002607372240163386,
244
+ "layer_12_sharpness": 0.24167975038290024,
245
+ "lm_head_sharpness": 0.0010829933162312955,
246
+ "block0_q_sharpness": 0.0005119156994624063,
247
+ "block0_k_sharpness": 0.0005100755661260337,
248
+ "block0_v_sharpness": 0.00028729728364851326,
249
+ "block0_o_sharpness": 0.00033661963243503124,
250
+ "block0_mlp_win_sharpness": 0.0007610809989273548,
251
+ "block0_mlp_wout_sharpness": 0.004704963066615164,
252
+ "block3_q_sharpness": 8.5251060227165e-05,
253
+ "block3_k_sharpness": 0.00014288323654909618,
254
+ "block3_v_sharpness": 0.0013427940721157938,
255
+ "block3_o_sharpness": 0.0005825332773383707,
256
+ "block3_mlp_win_sharpness": 0.001190002978546545,
257
+ "block3_mlp_wout_sharpness": 0.0034779233392328024,
258
+ "block7_q_sharpness": 0.003670722828246653,
259
+ "block7_k_sharpness": 0.0017048117006197572,
260
+ "block7_v_sharpness": 0.007887091487646103,
261
+ "block7_o_sharpness": 0.0025569863501004875,
262
+ "block7_mlp_win_sharpness": 0.002365390711929649,
263
+ "block7_mlp_wout_sharpness": 0.0035764568019658327,
264
+ "block11_q_sharpness": 0.006579668261110783,
265
+ "block11_k_sharpness": 0.013639493845403194,
266
+ "block11_v_sharpness": 0.004827374126762152,
267
+ "block11_o_sharpness": 0.028064732439815998,
268
+ "block11_mlp_win_sharpness": 0.04233331046998501,
269
+ "block11_mlp_wout_sharpness": 0.731690838932991,
270
+ "sum_layer_numerators": 4.934282886243594,
271
+ "block_diag_sharpness": 0.029743639677910164,
272
+ "cross_layer_sharpness": 0.05395931385442798
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_6500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 72.91177368164062,
3
+ "total_l1_linf_norm": 635750.875,
4
+ "total_spectral_norm": 73.05377197265625,
5
+ "embed_update_fnorm": 31.875,
6
+ "embed_max_l1_linf_norm": 13.5,
7
+ "embed_max_spectral_norm": 4.393688201904297,
8
+ "value_embed_0_update_fnorm": 31.375,
9
+ "value_embed_0_max_l1_linf_norm": 13.4375,
10
+ "value_embed_0_max_spectral_norm": 2.5296688079833984,
11
+ "value_embed_1_update_fnorm": 32.25,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 2.854767322540283,
14
+ "value_embed_2_update_fnorm": 32.0,
15
+ "value_embed_2_max_l1_linf_norm": 13.4375,
16
+ "value_embed_2_max_spectral_norm": 2.4927148818969727,
17
+ "layer_1_update_fnorm": 3.6889302730560303,
18
+ "layer_1_max_l1_linf_norm": 1.9267929792404175,
19
+ "layer_1_max_spectral_norm": 0.11369411647319794,
20
+ "layer_2_update_fnorm": 3.7574236392974854,
21
+ "layer_2_max_l1_linf_norm": 1.8810508251190186,
22
+ "layer_2_max_spectral_norm": 0.12039201706647873,
23
+ "layer_3_update_fnorm": 3.720832586288452,
24
+ "layer_3_max_l1_linf_norm": 1.9896790981292725,
25
+ "layer_3_max_spectral_norm": 0.12056172639131546,
26
+ "layer_4_update_fnorm": 3.676365375518799,
27
+ "layer_4_max_l1_linf_norm": 1.9375028610229492,
28
+ "layer_4_max_spectral_norm": 0.11819780617952347,
29
+ "layer_5_update_fnorm": 3.6823997497558594,
30
+ "layer_5_max_l1_linf_norm": 1.9148832559585571,
31
+ "layer_5_max_spectral_norm": 0.11719516664743423,
32
+ "layer_6_update_fnorm": 3.687046766281128,
33
+ "layer_6_max_l1_linf_norm": 1.9625356197357178,
34
+ "layer_6_max_spectral_norm": 0.11526567488908768,
35
+ "layer_7_update_fnorm": 3.6750338077545166,
36
+ "layer_7_max_l1_linf_norm": 1.9544122219085693,
37
+ "layer_7_max_spectral_norm": 0.11549361795186996,
38
+ "layer_8_update_fnorm": 3.6882855892181396,
39
+ "layer_8_max_l1_linf_norm": 2.014930248260498,
40
+ "layer_8_max_spectral_norm": 0.11871906369924545,
41
+ "layer_9_update_fnorm": 3.7246572971343994,
42
+ "layer_9_max_l1_linf_norm": 1.9779186248779297,
43
+ "layer_9_max_spectral_norm": 0.1204744204878807,
44
+ "layer_10_update_fnorm": 3.771880626678467,
45
+ "layer_10_max_l1_linf_norm": 2.0358681678771973,
46
+ "layer_10_max_spectral_norm": 0.1206623837351799,
47
+ "layer_11_update_fnorm": 3.720289945602417,
48
+ "layer_11_max_l1_linf_norm": 2.045973777770996,
49
+ "layer_11_max_spectral_norm": 0.12054755538702011,
50
+ "layer_12_update_fnorm": 3.9112517833709717,
51
+ "layer_12_max_l1_linf_norm": 2.2572245597839355,
52
+ "layer_12_max_spectral_norm": 0.12046410888433456,
53
+ "lm_head_update_fnorm": 32.947532653808594,
54
+ "lm_head_max_l1_linf_norm": 13.737655639648438,
55
+ "lm_head_max_spectral_norm": 7.427901744842529,
56
+ "block0_q_update_fnorm": 1.2463428974151611,
57
+ "block0_q_max_l1_linf_norm": 1.0465000867843628,
58
+ "block0_q_max_spectral_norm": 0.06020316481590271,
59
+ "block0_k_update_fnorm": 1.2469769716262817,
60
+ "block0_k_max_l1_linf_norm": 1.0428378582000732,
61
+ "block0_k_max_spectral_norm": 0.06017795950174332,
62
+ "block0_v_update_fnorm": 1.2350012063980103,
63
+ "block0_v_max_l1_linf_norm": 1.032418966293335,
64
+ "block0_v_max_spectral_norm": 0.06018636375665665,
65
+ "block0_o_update_fnorm": 1.2454534769058228,
66
+ "block0_o_max_l1_linf_norm": 1.0514798164367676,
67
+ "block0_o_max_spectral_norm": 0.06020836532115936,
68
+ "block0_mlp_win_update_fnorm": 2.443678855895996,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6038310527801514,
70
+ "block0_mlp_win_max_spectral_norm": 0.11369411647319794,
71
+ "block0_mlp_wout_update_fnorm": 1.204868197441101,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9267929792404175,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05707523599267006,
74
+ "block3_q_update_fnorm": 1.21438467502594,
75
+ "block3_q_max_l1_linf_norm": 1.0400609970092773,
76
+ "block3_q_max_spectral_norm": 0.060207925736904144,
77
+ "block3_k_update_fnorm": 1.2310993671417236,
78
+ "block3_k_max_l1_linf_norm": 1.0425657033920288,
79
+ "block3_k_max_spectral_norm": 0.06022271513938904,
80
+ "block3_v_update_fnorm": 1.2039635181427002,
81
+ "block3_v_max_l1_linf_norm": 1.037468671798706,
82
+ "block3_v_max_spectral_norm": 0.06018409878015518,
83
+ "block3_o_update_fnorm": 1.2389254570007324,
84
+ "block3_o_max_l1_linf_norm": 1.037553071975708,
85
+ "block3_o_max_spectral_norm": 0.060212038457393646,
86
+ "block3_mlp_win_update_fnorm": 2.453014373779297,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8230977058410645,
88
+ "block3_mlp_win_max_spectral_norm": 0.11819780617952347,
89
+ "block3_mlp_wout_update_fnorm": 1.2342597246170044,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9375028610229492,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05695324391126633,
92
+ "block7_q_update_fnorm": 1.218192219734192,
93
+ "block7_q_max_l1_linf_norm": 1.1156580448150635,
94
+ "block7_q_max_spectral_norm": 0.06020411103963852,
95
+ "block7_k_update_fnorm": 1.225968599319458,
96
+ "block7_k_max_l1_linf_norm": 1.0673149824142456,
97
+ "block7_k_max_spectral_norm": 0.06019992753863335,
98
+ "block7_v_update_fnorm": 1.2182984352111816,
99
+ "block7_v_max_l1_linf_norm": 1.0276641845703125,
100
+ "block7_v_max_spectral_norm": 0.060189515352249146,
101
+ "block7_o_update_fnorm": 1.2380454540252686,
102
+ "block7_o_max_l1_linf_norm": 1.0397591590881348,
103
+ "block7_o_max_spectral_norm": 0.06021103635430336,
104
+ "block7_mlp_win_update_fnorm": 2.4543545246124268,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.7625231742858887,
106
+ "block7_mlp_win_max_spectral_norm": 0.11871906369924545,
107
+ "block7_mlp_wout_update_fnorm": 1.2551417350769043,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.014930248260498,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05707469582557678,
110
+ "block11_q_update_fnorm": 1.2136688232421875,
111
+ "block11_q_max_l1_linf_norm": 1.0428446531295776,
112
+ "block11_q_max_spectral_norm": 0.060204748064279556,
113
+ "block11_k_update_fnorm": 1.231084942817688,
114
+ "block11_k_max_l1_linf_norm": 1.0541725158691406,
115
+ "block11_k_max_spectral_norm": 0.06022049859166145,
116
+ "block11_v_update_fnorm": 1.1761152744293213,
117
+ "block11_v_max_l1_linf_norm": 1.0261287689208984,
118
+ "block11_v_max_spectral_norm": 0.06019335985183716,
119
+ "block11_o_update_fnorm": 1.2285051345825195,
120
+ "block11_o_max_l1_linf_norm": 1.02838134765625,
121
+ "block11_o_max_spectral_norm": 0.060214512050151825,
122
+ "block11_mlp_win_update_fnorm": 2.7475528717041016,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7951059341430664,
124
+ "block11_mlp_win_max_spectral_norm": 0.12046410888433456,
125
+ "block11_mlp_wout_update_fnorm": 1.3666255474090576,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2572245597839355,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06024713069200516,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0025060269981622696,
130
+ "block_total_sharpness": 0.05141088366508484,
131
+ "v_norm_block": 12.90693473815918,
132
+ "v_T_H_v_block": 8.564486503601074,
133
+ "v_norm": 73.05375671386719,
134
+ "ip_v_neg_g_hvp": 0.12056504935026169,
135
+ "cos_v_neg_g_hvp": 0.006031981203705072,
136
+ "g_hvp_norm": 0.273601770401001,
137
+ "ip_v_neg_g_t": 1508.53466796875,
138
+ "cos_v_neg_g_t": 0.019522294402122498,
139
+ "g_t_norm": 1057.7471923828125,
140
+ "g_norm": 0.273601770401001,
141
+ "hv_norm": 0.14780080318450928,
142
+ "cos_v_hv": 0.0008064181311056018,
143
+ "hg_norm": 3.0746164321899414,
144
+ "cos_g_hg": 0.6257961988449097,
145
+ "v_parallel_norm": 0.01130699086934328,
146
+ "v_perp_norm": 73.05375671386719,
147
+ "embed_v_norm": 31.958024978637695,
148
+ "embed_cos_v_neg_g": 0.06771676242351532,
149
+ "value_embed_0_v_norm": 31.460588455200195,
150
+ "value_embed_0_cos_v_neg_g": 0.05620140954852104,
151
+ "value_embed_1_v_norm": 32.26844024658203,
152
+ "value_embed_1_cos_v_neg_g": 0.06406591832637787,
153
+ "value_embed_2_v_norm": 32.13079833984375,
154
+ "value_embed_2_cos_v_neg_g": 0.057950302958488464,
155
+ "layer_1_v_norm": 3.6889302730560303,
156
+ "layer_1_cos_v_neg_g": 0.019843770191073418,
157
+ "layer_2_v_norm": 3.7574236392974854,
158
+ "layer_2_cos_v_neg_g": 0.007898078300058842,
159
+ "layer_3_v_norm": 3.720832586288452,
160
+ "layer_3_cos_v_neg_g": 0.03980943560600281,
161
+ "layer_4_v_norm": 3.676365375518799,
162
+ "layer_4_cos_v_neg_g": 0.043906718492507935,
163
+ "layer_5_v_norm": 3.6823997497558594,
164
+ "layer_5_cos_v_neg_g": 0.028218384832143784,
165
+ "layer_6_v_norm": 3.687046766281128,
166
+ "layer_6_cos_v_neg_g": 0.03259547799825668,
167
+ "layer_7_v_norm": 3.6750338077545166,
168
+ "layer_7_cos_v_neg_g": 0.027349339798092842,
169
+ "layer_8_v_norm": 3.6882855892181396,
170
+ "layer_8_cos_v_neg_g": 0.021539252251386642,
171
+ "layer_9_v_norm": 3.7246572971343994,
172
+ "layer_9_cos_v_neg_g": 0.029500391334295273,
173
+ "layer_10_v_norm": 3.771880626678467,
174
+ "layer_10_cos_v_neg_g": 0.011663188226521015,
175
+ "layer_11_v_norm": 3.720289945602417,
176
+ "layer_11_cos_v_neg_g": 0.021881652995944023,
177
+ "layer_12_v_norm": 3.9112517833709717,
178
+ "layer_12_cos_v_neg_g": 0.01531232614070177,
179
+ "lm_head_v_norm": 32.947532653808594,
180
+ "lm_head_cos_v_neg_g": 0.06415460258722305,
181
+ "block0_q_v_norm": 1.2463428974151611,
182
+ "block0_q_cos_v_neg_g": 0.05446271598339081,
183
+ "block0_k_v_norm": 1.2469769716262817,
184
+ "block0_k_cos_v_neg_g": 0.05482864752411842,
185
+ "block0_v_v_norm": 1.2350012063980103,
186
+ "block0_v_cos_v_neg_g": 0.023538367822766304,
187
+ "block0_o_v_norm": 1.2454534769058228,
188
+ "block0_o_cos_v_neg_g": 0.048011329025030136,
189
+ "block0_mlp_win_v_norm": 2.443678855895996,
190
+ "block0_mlp_win_cos_v_neg_g": 0.06828413903713226,
191
+ "block0_mlp_wout_v_norm": 1.204868197441101,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06274791061878204,
193
+ "block3_q_v_norm": 1.21438467502594,
194
+ "block3_q_cos_v_neg_g": 0.040065355598926544,
195
+ "block3_k_v_norm": 1.2310993671417236,
196
+ "block3_k_cos_v_neg_g": 0.046058304607868195,
197
+ "block3_v_v_norm": 1.2039635181427002,
198
+ "block3_v_cos_v_neg_g": 0.02525976486504078,
199
+ "block3_o_v_norm": 1.2389254570007324,
200
+ "block3_o_cos_v_neg_g": 0.05316242575645447,
201
+ "block3_mlp_win_v_norm": 2.453014373779297,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05687018856406212,
203
+ "block3_mlp_wout_v_norm": 1.2342597246170044,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07633981853723526,
205
+ "block7_q_v_norm": 1.218192219734192,
206
+ "block7_q_cos_v_neg_g": 0.04146435856819153,
207
+ "block7_k_v_norm": 1.225968599319458,
208
+ "block7_k_cos_v_neg_g": 0.046679507941007614,
209
+ "block7_v_v_norm": 1.2182984352111816,
210
+ "block7_v_cos_v_neg_g": 0.03211933746933937,
211
+ "block7_o_v_norm": 1.2380454540252686,
212
+ "block7_o_cos_v_neg_g": 0.045208562165498734,
213
+ "block7_mlp_win_v_norm": 2.4543545246124268,
214
+ "block7_mlp_win_cos_v_neg_g": 0.05731251463294029,
215
+ "block7_mlp_wout_v_norm": 1.2551417350769043,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08048548549413681,
217
+ "block11_q_v_norm": 1.2136688232421875,
218
+ "block11_q_cos_v_neg_g": 0.03077002242207527,
219
+ "block11_k_v_norm": 1.231084942817688,
220
+ "block11_k_cos_v_neg_g": 0.03899075463414192,
221
+ "block11_v_v_norm": 1.1761152744293213,
222
+ "block11_v_cos_v_neg_g": 0.01883525401353836,
223
+ "block11_o_v_norm": 1.2285051345825195,
224
+ "block11_o_cos_v_neg_g": 0.03680609539151192,
225
+ "block11_mlp_win_v_norm": 2.7475528717041016,
226
+ "block11_mlp_win_cos_v_neg_g": 0.027587326243519783,
227
+ "block11_mlp_wout_v_norm": 1.3666255474090576,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.03701519966125488,
229
+ "embed_sharpness": 7.991804704943206e-05,
230
+ "value_embed_0_sharpness": 1.2865015378338285e-05,
231
+ "value_embed_1_sharpness": 5.602560668194201e-05,
232
+ "value_embed_2_sharpness": 0.00012995080032851547,
233
+ "layer_1_sharpness": 0.007151592057198286,
234
+ "layer_2_sharpness": 0.0073003938887268305,
235
+ "layer_3_sharpness": 0.005127765121869743,
236
+ "layer_4_sharpness": 0.0013165987038519233,
237
+ "layer_5_sharpness": -0.0007029383123153821,
238
+ "layer_6_sharpness": 0.001575080445036292,
239
+ "layer_7_sharpness": 0.003075356944464147,
240
+ "layer_8_sharpness": 0.0027592865517362952,
241
+ "layer_9_sharpness": 0.005357233341783285,
242
+ "layer_10_sharpness": 0.02363700605928898,
243
+ "layer_11_sharpness": 0.020191004499793053,
244
+ "layer_12_sharpness": 0.29831821471452713,
245
+ "lm_head_sharpness": 0.0008028110896702856,
246
+ "block0_q_sharpness": 4.583048394124489e-05,
247
+ "block0_k_sharpness": 8.849523328535724e-05,
248
+ "block0_v_sharpness": 1.4214112979971105e-05,
249
+ "block0_o_sharpness": 0.00010574662519502454,
250
+ "block0_mlp_win_sharpness": 0.0005114663508720696,
251
+ "block0_mlp_wout_sharpness": 0.002987774438224733,
252
+ "block3_q_sharpness": 0.0004768688668264076,
253
+ "block3_k_sharpness": 0.0002231016187579371,
254
+ "block3_v_sharpness": 0.0013693704677280039,
255
+ "block3_o_sharpness": 0.0003301149481558241,
256
+ "block3_mlp_win_sharpness": 0.0008436981006525457,
257
+ "block3_mlp_wout_sharpness": 0.0013062821526546031,
258
+ "block7_q_sharpness": 0.0007633740606252104,
259
+ "block7_k_sharpness": 0.0010035026643890887,
260
+ "block7_v_sharpness": 0.005700620706193149,
261
+ "block7_o_sharpness": 0.0010699858248699456,
262
+ "block7_mlp_win_sharpness": 0.001119596214266494,
263
+ "block7_mlp_wout_sharpness": 0.001428894727723673,
264
+ "block11_q_sharpness": 0.00422910915222019,
265
+ "block11_k_sharpness": 0.005381527240388095,
266
+ "block11_v_sharpness": 0.0043081375770270824,
267
+ "block11_o_sharpness": 0.015458264853805304,
268
+ "block11_mlp_win_sharpness": 0.07869520783424377,
269
+ "block11_mlp_wout_sharpness": 0.8125575184822083,
270
+ "sum_layer_numerators": 5.6338280646731,
271
+ "block_diag_sharpness": 0.03381873515547186,
272
+ "cross_layer_sharpness": 0.017592148509612975
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_7000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 74.10706329345703,
3
+ "total_l1_linf_norm": 649075.875,
4
+ "total_spectral_norm": 74.03776550292969,
5
+ "embed_update_fnorm": 32.75,
6
+ "embed_max_l1_linf_norm": 13.4375,
7
+ "embed_max_spectral_norm": 4.474081516265869,
8
+ "value_embed_0_update_fnorm": 32.25,
9
+ "value_embed_0_max_l1_linf_norm": 13.375,
10
+ "value_embed_0_max_spectral_norm": 2.5380401611328125,
11
+ "value_embed_1_update_fnorm": 32.5,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 2.895930051803589,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.4375,
16
+ "value_embed_2_max_spectral_norm": 2.490093469619751,
17
+ "layer_1_update_fnorm": 3.6849584579467773,
18
+ "layer_1_max_l1_linf_norm": 1.9343613386154175,
19
+ "layer_1_max_spectral_norm": 0.11366791278123856,
20
+ "layer_2_update_fnorm": 3.759598731994629,
21
+ "layer_2_max_l1_linf_norm": 1.9194505214691162,
22
+ "layer_2_max_spectral_norm": 0.12039034813642502,
23
+ "layer_3_update_fnorm": 3.7138805389404297,
24
+ "layer_3_max_l1_linf_norm": 1.9920368194580078,
25
+ "layer_3_max_spectral_norm": 0.12053407728672028,
26
+ "layer_4_update_fnorm": 3.668572425842285,
27
+ "layer_4_max_l1_linf_norm": 1.9323713779449463,
28
+ "layer_4_max_spectral_norm": 0.11750957369804382,
29
+ "layer_5_update_fnorm": 3.67867374420166,
30
+ "layer_5_max_l1_linf_norm": 1.9274741411209106,
31
+ "layer_5_max_spectral_norm": 0.11803082376718521,
32
+ "layer_6_update_fnorm": 3.6881296634674072,
33
+ "layer_6_max_l1_linf_norm": 1.9655929803848267,
34
+ "layer_6_max_spectral_norm": 0.11543193459510803,
35
+ "layer_7_update_fnorm": 3.6747570037841797,
36
+ "layer_7_max_l1_linf_norm": 1.9740318059921265,
37
+ "layer_7_max_spectral_norm": 0.11764368414878845,
38
+ "layer_8_update_fnorm": 3.6768760681152344,
39
+ "layer_8_max_l1_linf_norm": 2.0230960845947266,
40
+ "layer_8_max_spectral_norm": 0.11793949455022812,
41
+ "layer_9_update_fnorm": 3.721482276916504,
42
+ "layer_9_max_l1_linf_norm": 1.991263508796692,
43
+ "layer_9_max_spectral_norm": 0.12048551440238953,
44
+ "layer_10_update_fnorm": 3.7546634674072266,
45
+ "layer_10_max_l1_linf_norm": 2.0661702156066895,
46
+ "layer_10_max_spectral_norm": 0.12057846784591675,
47
+ "layer_11_update_fnorm": 3.695819854736328,
48
+ "layer_11_max_l1_linf_norm": 2.0579628944396973,
49
+ "layer_11_max_spectral_norm": 0.12036681920289993,
50
+ "layer_12_update_fnorm": 3.8129706382751465,
51
+ "layer_12_max_l1_linf_norm": 2.1396515369415283,
52
+ "layer_12_max_spectral_norm": 0.1204260066151619,
53
+ "lm_head_update_fnorm": 33.20526885986328,
54
+ "lm_head_max_l1_linf_norm": 13.728116989135742,
55
+ "lm_head_max_spectral_norm": 6.5811967849731445,
56
+ "block0_q_update_fnorm": 1.24587082862854,
57
+ "block0_q_max_l1_linf_norm": 1.0407435894012451,
58
+ "block0_q_max_spectral_norm": 0.06018643453717232,
59
+ "block0_k_update_fnorm": 1.2452861070632935,
60
+ "block0_k_max_l1_linf_norm": 1.060829997062683,
61
+ "block0_k_max_spectral_norm": 0.06017418950796127,
62
+ "block0_v_update_fnorm": 1.235001564025879,
63
+ "block0_v_max_l1_linf_norm": 1.0418081283569336,
64
+ "block0_v_max_spectral_norm": 0.06018918752670288,
65
+ "block0_o_update_fnorm": 1.246914267539978,
66
+ "block0_o_max_l1_linf_norm": 1.0446140766143799,
67
+ "block0_o_max_spectral_norm": 0.060199934989213943,
68
+ "block0_mlp_win_update_fnorm": 2.4388840198516846,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.5962374210357666,
70
+ "block0_mlp_win_max_spectral_norm": 0.11366791278123856,
71
+ "block0_mlp_wout_update_fnorm": 1.2031886577606201,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9343613386154175,
73
+ "block0_mlp_wout_max_spectral_norm": 0.0570068322122097,
74
+ "block3_q_update_fnorm": 1.217180609703064,
75
+ "block3_q_max_l1_linf_norm": 1.0436792373657227,
76
+ "block3_q_max_spectral_norm": 0.060180842876434326,
77
+ "block3_k_update_fnorm": 1.2307944297790527,
78
+ "block3_k_max_l1_linf_norm": 1.0496586561203003,
79
+ "block3_k_max_spectral_norm": 0.060202229768037796,
80
+ "block3_v_update_fnorm": 1.19326913356781,
81
+ "block3_v_max_l1_linf_norm": 1.0331593751907349,
82
+ "block3_v_max_spectral_norm": 0.060198456048965454,
83
+ "block3_o_update_fnorm": 1.2377122640609741,
84
+ "block3_o_max_l1_linf_norm": 1.03476881980896,
85
+ "block3_o_max_spectral_norm": 0.060198694467544556,
86
+ "block3_mlp_win_update_fnorm": 2.445399522781372,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.826241135597229,
88
+ "block3_mlp_win_max_spectral_norm": 0.11750957369804382,
89
+ "block3_mlp_wout_update_fnorm": 1.2353720664978027,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9323713779449463,
91
+ "block3_mlp_wout_max_spectral_norm": 0.0569109246134758,
92
+ "block7_q_update_fnorm": 1.2112669944763184,
93
+ "block7_q_max_l1_linf_norm": 1.079680323600769,
94
+ "block7_q_max_spectral_norm": 0.06020606681704521,
95
+ "block7_k_update_fnorm": 1.22160804271698,
96
+ "block7_k_max_l1_linf_norm": 1.065631628036499,
97
+ "block7_k_max_spectral_norm": 0.0601942352950573,
98
+ "block7_v_update_fnorm": 1.211891770362854,
99
+ "block7_v_max_l1_linf_norm": 1.0323033332824707,
100
+ "block7_v_max_spectral_norm": 0.06019394472241402,
101
+ "block7_o_update_fnorm": 1.239194631576538,
102
+ "block7_o_max_l1_linf_norm": 1.0360536575317383,
103
+ "block7_o_max_spectral_norm": 0.06018877774477005,
104
+ "block7_mlp_win_update_fnorm": 2.4441678524017334,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.8258280754089355,
106
+ "block7_mlp_win_max_spectral_norm": 0.11793949455022812,
107
+ "block7_mlp_wout_update_fnorm": 1.257581353187561,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.0230960845947266,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05707245320081711,
110
+ "block11_q_update_fnorm": 1.2210272550582886,
111
+ "block11_q_max_l1_linf_norm": 1.0408852100372314,
112
+ "block11_q_max_spectral_norm": 0.060181036591529846,
113
+ "block11_k_update_fnorm": 1.2296243906021118,
114
+ "block11_k_max_l1_linf_norm": 1.0721759796142578,
115
+ "block11_k_max_spectral_norm": 0.060195192694664,
116
+ "block11_v_update_fnorm": 1.1846203804016113,
117
+ "block11_v_max_l1_linf_norm": 1.034958839416504,
118
+ "block11_v_max_spectral_norm": 0.06020025908946991,
119
+ "block11_o_update_fnorm": 1.229685664176941,
120
+ "block11_o_max_l1_linf_norm": 1.0447721481323242,
121
+ "block11_o_max_spectral_norm": 0.060190439224243164,
122
+ "block11_mlp_win_update_fnorm": 2.651057243347168,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6313128471374512,
124
+ "block11_mlp_win_max_spectral_norm": 0.1204260066151619,
125
+ "block11_mlp_wout_update_fnorm": 1.2618212699890137,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.1396515369415283,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06028370559215546,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0023675865959376097,
130
+ "block_total_sharpness": 0.03834958467632532,
131
+ "v_norm_block": 12.85565185546875,
132
+ "v_T_H_v_block": 6.3379504680633545,
133
+ "v_norm": 74.03776550292969,
134
+ "ip_v_neg_g_hvp": 0.1285945326089859,
135
+ "cos_v_neg_g_hvp": 0.006227619014680386,
136
+ "g_hvp_norm": 0.2788991332054138,
137
+ "ip_v_neg_g_t": 1509.916015625,
138
+ "cos_v_neg_g_t": 0.018660837784409523,
139
+ "g_t_norm": 1092.86962890625,
140
+ "g_norm": 0.2788991332054138,
141
+ "hv_norm": 0.10001742094755173,
142
+ "cos_v_hv": 0.0011410174192860723,
143
+ "hg_norm": 3.43522572517395,
144
+ "cos_g_hg": 0.8050616383552551,
145
+ "v_parallel_norm": 0.0114699462428689,
146
+ "v_perp_norm": 74.03776550292969,
147
+ "embed_v_norm": 32.78822708129883,
148
+ "embed_cos_v_neg_g": 0.07353434711694717,
149
+ "value_embed_0_v_norm": 32.211307525634766,
150
+ "value_embed_0_cos_v_neg_g": 0.05983229726552963,
151
+ "value_embed_1_v_norm": 32.52867126464844,
152
+ "value_embed_1_cos_v_neg_g": 0.0656069666147232,
153
+ "value_embed_2_v_norm": 32.29523849487305,
154
+ "value_embed_2_cos_v_neg_g": 0.05605820566415787,
155
+ "layer_1_v_norm": 3.6849584579467773,
156
+ "layer_1_cos_v_neg_g": 0.030914893373847008,
157
+ "layer_2_v_norm": 3.759598731994629,
158
+ "layer_2_cos_v_neg_g": 0.003541769692674279,
159
+ "layer_3_v_norm": 3.7138805389404297,
160
+ "layer_3_cos_v_neg_g": 0.04253654181957245,
161
+ "layer_4_v_norm": 3.668572425842285,
162
+ "layer_4_cos_v_neg_g": 0.046488385647535324,
163
+ "layer_5_v_norm": 3.67867374420166,
164
+ "layer_5_cos_v_neg_g": 0.031077750027179718,
165
+ "layer_6_v_norm": 3.6881296634674072,
166
+ "layer_6_cos_v_neg_g": 0.044424500316381454,
167
+ "layer_7_v_norm": 3.6747570037841797,
168
+ "layer_7_cos_v_neg_g": 0.03378211334347725,
169
+ "layer_8_v_norm": 3.6768763065338135,
170
+ "layer_8_cos_v_neg_g": 0.03169803321361542,
171
+ "layer_9_v_norm": 3.721482276916504,
172
+ "layer_9_cos_v_neg_g": 0.04624496027827263,
173
+ "layer_10_v_norm": 3.7546634674072266,
174
+ "layer_10_cos_v_neg_g": 0.03203488513827324,
175
+ "layer_11_v_norm": 3.695819854736328,
176
+ "layer_11_cos_v_neg_g": 0.035952840000391006,
177
+ "layer_12_v_norm": 3.8129706382751465,
178
+ "layer_12_cos_v_neg_g": 0.02185525745153427,
179
+ "lm_head_v_norm": 33.20526885986328,
180
+ "lm_head_cos_v_neg_g": 0.0623224638402462,
181
+ "block0_q_v_norm": 1.24587082862854,
182
+ "block0_q_cos_v_neg_g": 0.06934473663568497,
183
+ "block0_k_v_norm": 1.2452861070632935,
184
+ "block0_k_cos_v_neg_g": 0.07146082818508148,
185
+ "block0_v_v_norm": 1.235001564025879,
186
+ "block0_v_cos_v_neg_g": 0.046756841242313385,
187
+ "block0_o_v_norm": 1.246914267539978,
188
+ "block0_o_cos_v_neg_g": 0.06472010910511017,
189
+ "block0_mlp_win_v_norm": 2.4388840198516846,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07852260023355484,
191
+ "block0_mlp_wout_v_norm": 1.2031886577606201,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.07103277742862701,
193
+ "block3_q_v_norm": 1.217180609703064,
194
+ "block3_q_cos_v_neg_g": 0.04185638576745987,
195
+ "block3_k_v_norm": 1.2307944297790527,
196
+ "block3_k_cos_v_neg_g": 0.05005883052945137,
197
+ "block3_v_v_norm": 1.19326913356781,
198
+ "block3_v_cos_v_neg_g": 0.03167783468961716,
199
+ "block3_o_v_norm": 1.2377122640609741,
200
+ "block3_o_cos_v_neg_g": 0.05801684036850929,
201
+ "block3_mlp_win_v_norm": 2.445399522781372,
202
+ "block3_mlp_win_cos_v_neg_g": 0.059103142470121384,
203
+ "block3_mlp_wout_v_norm": 1.2353720664978027,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.0812094509601593,
205
+ "block7_q_v_norm": 1.2112669944763184,
206
+ "block7_q_cos_v_neg_g": 0.040710244327783585,
207
+ "block7_k_v_norm": 1.22160804271698,
208
+ "block7_k_cos_v_neg_g": 0.047701146453619,
209
+ "block7_v_v_norm": 1.211891770362854,
210
+ "block7_v_cos_v_neg_g": 0.038637373596429825,
211
+ "block7_o_v_norm": 1.239194631576538,
212
+ "block7_o_cos_v_neg_g": 0.053444623947143555,
213
+ "block7_mlp_win_v_norm": 2.4441678524017334,
214
+ "block7_mlp_win_cos_v_neg_g": 0.06023126468062401,
215
+ "block7_mlp_wout_v_norm": 1.257581353187561,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08328880369663239,
217
+ "block11_q_v_norm": 1.2210272550582886,
218
+ "block11_q_cos_v_neg_g": 0.03121323324739933,
219
+ "block11_k_v_norm": 1.2296243906021118,
220
+ "block11_k_cos_v_neg_g": 0.039313506335020065,
221
+ "block11_v_v_norm": 1.1846203804016113,
222
+ "block11_v_cos_v_neg_g": 0.02104756608605385,
223
+ "block11_o_v_norm": 1.229685664176941,
224
+ "block11_o_cos_v_neg_g": 0.03904402256011963,
225
+ "block11_mlp_win_v_norm": 2.651057243347168,
226
+ "block11_mlp_win_cos_v_neg_g": 0.028660744428634644,
227
+ "block11_mlp_wout_v_norm": 1.2618212699890137,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.03950244560837746,
229
+ "embed_sharpness": 0.00011165173054905608,
230
+ "value_embed_0_sharpness": 2.0132058580202283e-05,
231
+ "value_embed_1_sharpness": 7.799964441801421e-05,
232
+ "value_embed_2_sharpness": 0.00014842955715721473,
233
+ "layer_1_sharpness": 0.00041671417420729995,
234
+ "layer_2_sharpness": 0.046688818372786045,
235
+ "layer_3_sharpness": 0.0013156258792150766,
236
+ "layer_4_sharpness": 0.0022419633460231125,
237
+ "layer_5_sharpness": 0.011603092309087515,
238
+ "layer_6_sharpness": 0.009555002907291055,
239
+ "layer_7_sharpness": 0.012717284727841616,
240
+ "layer_8_sharpness": 0.004108450608327985,
241
+ "layer_9_sharpness": 0.004083272069692612,
242
+ "layer_10_sharpness": 0.004247412085533142,
243
+ "layer_11_sharpness": 0.011032335693016648,
244
+ "layer_12_sharpness": 0.0729359295219183,
245
+ "lm_head_sharpness": 0.0007347680220846087,
246
+ "block0_q_sharpness": 8.718673416296951e-05,
247
+ "block0_k_sharpness": 5.7089710026048124e-05,
248
+ "block0_v_sharpness": 6.466632294177543e-05,
249
+ "block0_o_sharpness": 0.00020307002705521882,
250
+ "block0_mlp_win_sharpness": 0.0006907841161591932,
251
+ "block0_mlp_wout_sharpness": 0.003444226342253387,
252
+ "block3_q_sharpness": 0.00029172598442528397,
253
+ "block3_k_sharpness": 0.00015748373698443174,
254
+ "block3_v_sharpness": 0.001057700050296262,
255
+ "block3_o_sharpness": 0.00046101257612463087,
256
+ "block3_mlp_win_sharpness": 0.0008442443213425577,
257
+ "block3_mlp_wout_sharpness": 0.0021879199775867164,
258
+ "block7_q_sharpness": 0.0038838068721815944,
259
+ "block7_k_sharpness": 0.0012410114868544042,
260
+ "block7_v_sharpness": 0.007129203295335174,
261
+ "block7_o_sharpness": 0.0021155549911782146,
262
+ "block7_mlp_win_sharpness": 0.0012192735448479652,
263
+ "block7_mlp_wout_sharpness": 0.0015467050834558904,
264
+ "block11_q_sharpness": 0.00410181179177016,
265
+ "block11_k_sharpness": 0.006033512530848384,
266
+ "block11_v_sharpness": 0.003826825995929539,
267
+ "block11_o_sharpness": 0.013311139773577452,
268
+ "block11_mlp_win_sharpness": 0.015785145107656717,
269
+ "block11_mlp_wout_sharpness": 0.23904691636562347,
270
+ "sum_layer_numerators": 2.5556889846771473,
271
+ "block_diag_sharpness": 0.015463927167741734,
272
+ "cross_layer_sharpness": 0.02288565750858359
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_7500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 72.92334747314453,
3
+ "total_l1_linf_norm": 629441.25,
4
+ "total_spectral_norm": 72.90251922607422,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.3125,
7
+ "embed_max_spectral_norm": 4.347080707550049,
8
+ "value_embed_0_update_fnorm": 31.375,
9
+ "value_embed_0_max_l1_linf_norm": 13.375,
10
+ "value_embed_0_max_spectral_norm": 2.5315096378326416,
11
+ "value_embed_1_update_fnorm": 32.0,
12
+ "value_embed_1_max_l1_linf_norm": 13.375,
13
+ "value_embed_1_max_spectral_norm": 2.8169705867767334,
14
+ "value_embed_2_update_fnorm": 31.875,
15
+ "value_embed_2_max_l1_linf_norm": 13.3125,
16
+ "value_embed_2_max_spectral_norm": 2.5179009437561035,
17
+ "layer_1_update_fnorm": 3.645847797393799,
18
+ "layer_1_max_l1_linf_norm": 1.9385778903961182,
19
+ "layer_1_max_spectral_norm": 0.11400993168354034,
20
+ "layer_2_update_fnorm": 3.7429628372192383,
21
+ "layer_2_max_l1_linf_norm": 1.8948981761932373,
22
+ "layer_2_max_spectral_norm": 0.12044595927000046,
23
+ "layer_3_update_fnorm": 3.7284390926361084,
24
+ "layer_3_max_l1_linf_norm": 1.9434736967086792,
25
+ "layer_3_max_spectral_norm": 0.12058506906032562,
26
+ "layer_4_update_fnorm": 3.6836979389190674,
27
+ "layer_4_max_l1_linf_norm": 1.896613597869873,
28
+ "layer_4_max_spectral_norm": 0.12049640715122223,
29
+ "layer_5_update_fnorm": 3.6897330284118652,
30
+ "layer_5_max_l1_linf_norm": 1.9001203775405884,
31
+ "layer_5_max_spectral_norm": 0.12041152268648148,
32
+ "layer_6_update_fnorm": 3.686525344848633,
33
+ "layer_6_max_l1_linf_norm": 1.9271235466003418,
34
+ "layer_6_max_spectral_norm": 0.11994414031505585,
35
+ "layer_7_update_fnorm": 3.6883814334869385,
36
+ "layer_7_max_l1_linf_norm": 2.027010917663574,
37
+ "layer_7_max_spectral_norm": 0.12053850293159485,
38
+ "layer_8_update_fnorm": 3.690063238143921,
39
+ "layer_8_max_l1_linf_norm": 1.9802064895629883,
40
+ "layer_8_max_spectral_norm": 0.12043032050132751,
41
+ "layer_9_update_fnorm": 3.7370660305023193,
42
+ "layer_9_max_l1_linf_norm": 1.9444363117218018,
43
+ "layer_9_max_spectral_norm": 0.12058663368225098,
44
+ "layer_10_update_fnorm": 3.7525475025177,
45
+ "layer_10_max_l1_linf_norm": 2.035991907119751,
46
+ "layer_10_max_spectral_norm": 0.12057465314865112,
47
+ "layer_11_update_fnorm": 3.69749116897583,
48
+ "layer_11_max_l1_linf_norm": 2.041161060333252,
49
+ "layer_11_max_spectral_norm": 0.12054116278886795,
50
+ "layer_12_update_fnorm": 3.913717746734619,
51
+ "layer_12_max_l1_linf_norm": 2.278716802597046,
52
+ "layer_12_max_spectral_norm": 0.12043977528810501,
53
+ "lm_head_update_fnorm": 32.73500442504883,
54
+ "lm_head_max_l1_linf_norm": 13.615394592285156,
55
+ "lm_head_max_spectral_norm": 5.866579055786133,
56
+ "block0_q_update_fnorm": 1.2448487281799316,
57
+ "block0_q_max_l1_linf_norm": 1.0423566102981567,
58
+ "block0_q_max_spectral_norm": 0.060204386711120605,
59
+ "block0_k_update_fnorm": 1.2435938119888306,
60
+ "block0_k_max_l1_linf_norm": 1.0433791875839233,
61
+ "block0_k_max_spectral_norm": 0.06018499657511711,
62
+ "block0_v_update_fnorm": 1.2281697988510132,
63
+ "block0_v_max_l1_linf_norm": 1.0248627662658691,
64
+ "block0_v_max_spectral_norm": 0.060217373073101044,
65
+ "block0_o_update_fnorm": 1.2436156272888184,
66
+ "block0_o_max_l1_linf_norm": 1.0433639287948608,
67
+ "block0_o_max_spectral_norm": 0.060213472694158554,
68
+ "block0_mlp_win_update_fnorm": 2.3827898502349854,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.7693589925765991,
70
+ "block0_mlp_win_max_spectral_norm": 0.11400993168354034,
71
+ "block0_mlp_wout_update_fnorm": 1.209694743156433,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9385778903961182,
73
+ "block0_mlp_wout_max_spectral_norm": 0.058038100600242615,
74
+ "block3_q_update_fnorm": 1.2090011835098267,
75
+ "block3_q_max_l1_linf_norm": 1.0512487888336182,
76
+ "block3_q_max_spectral_norm": 0.06019238755106926,
77
+ "block3_k_update_fnorm": 1.225842833518982,
78
+ "block3_k_max_l1_linf_norm": 1.0405325889587402,
79
+ "block3_k_max_spectral_norm": 0.06019354611635208,
80
+ "block3_v_update_fnorm": 1.1902364492416382,
81
+ "block3_v_max_l1_linf_norm": 1.0304224491119385,
82
+ "block3_v_max_spectral_norm": 0.06020412966609001,
83
+ "block3_o_update_fnorm": 1.2265498638153076,
84
+ "block3_o_max_l1_linf_norm": 1.030616044998169,
85
+ "block3_o_max_spectral_norm": 0.060192521661520004,
86
+ "block3_mlp_win_update_fnorm": 2.495842695236206,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.838597297668457,
88
+ "block3_mlp_win_max_spectral_norm": 0.12049640715122223,
89
+ "block3_mlp_wout_update_fnorm": 1.2061134576797485,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.896613597869873,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05701100453734398,
92
+ "block7_q_update_fnorm": 1.2064752578735352,
93
+ "block7_q_max_l1_linf_norm": 1.079006552696228,
94
+ "block7_q_max_spectral_norm": 0.06020475551486015,
95
+ "block7_k_update_fnorm": 1.2187345027923584,
96
+ "block7_k_max_l1_linf_norm": 1.0772252082824707,
97
+ "block7_k_max_spectral_norm": 0.06019070744514465,
98
+ "block7_v_update_fnorm": 1.207079291343689,
99
+ "block7_v_max_l1_linf_norm": 1.028313159942627,
100
+ "block7_v_max_spectral_norm": 0.06020369380712509,
101
+ "block7_o_update_fnorm": 1.23035728931427,
102
+ "block7_o_max_l1_linf_norm": 1.0336363315582275,
103
+ "block7_o_max_spectral_norm": 0.06022006645798683,
104
+ "block7_mlp_win_update_fnorm": 2.490084648132324,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.7585318088531494,
106
+ "block7_mlp_win_max_spectral_norm": 0.12043032050132751,
107
+ "block7_mlp_wout_update_fnorm": 1.2264292240142822,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.9802064895629883,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05681193247437477,
110
+ "block11_q_update_fnorm": 1.1833055019378662,
111
+ "block11_q_max_l1_linf_norm": 1.0574196577072144,
112
+ "block11_q_max_spectral_norm": 0.06019768491387367,
113
+ "block11_k_update_fnorm": 1.2090327739715576,
114
+ "block11_k_max_l1_linf_norm": 1.039900779724121,
115
+ "block11_k_max_spectral_norm": 0.06018802896142006,
116
+ "block11_v_update_fnorm": 1.1621023416519165,
117
+ "block11_v_max_l1_linf_norm": 1.0291025638580322,
118
+ "block11_v_max_spectral_norm": 0.06018826737999916,
119
+ "block11_o_update_fnorm": 1.22874915599823,
120
+ "block11_o_max_l1_linf_norm": 1.0234143733978271,
121
+ "block11_o_max_spectral_norm": 0.060218553990125656,
122
+ "block11_mlp_win_update_fnorm": 2.768986463546753,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6899406909942627,
124
+ "block11_mlp_win_max_spectral_norm": 0.12043977528810501,
125
+ "block11_mlp_wout_update_fnorm": 1.3883230686187744,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.278716802597046,
127
+ "block11_mlp_wout_max_spectral_norm": 0.060236528515815735,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.002732515102252364,
130
+ "block_total_sharpness": 0.049374863505363464,
131
+ "v_norm_block": 12.893179893493652,
132
+ "v_T_H_v_block": 8.20778489112854,
133
+ "v_norm": 72.90251922607422,
134
+ "ip_v_neg_g_hvp": 0.11687548458576202,
135
+ "cos_v_neg_g_hvp": 0.005700326059013605,
136
+ "g_hvp_norm": 0.28124263882637024,
137
+ "ip_v_neg_g_t": 1433.1416015625,
138
+ "cos_v_neg_g_t": 0.021298788487911224,
139
+ "g_t_norm": 922.9786987304688,
140
+ "g_norm": 0.28124263882637024,
141
+ "hv_norm": 0.14168918132781982,
142
+ "cos_v_hv": 0.000915328913833946,
143
+ "hg_norm": 5.650120735168457,
144
+ "cos_g_hg": 0.7771542072296143,
145
+ "v_parallel_norm": 0.009554819203913212,
146
+ "v_perp_norm": 72.90251922607422,
147
+ "embed_v_norm": 32.29296875,
148
+ "embed_cos_v_neg_g": 0.06883463263511658,
149
+ "value_embed_0_v_norm": 31.451541900634766,
150
+ "value_embed_0_cos_v_neg_g": 0.059042077511548996,
151
+ "value_embed_1_v_norm": 32.02810287475586,
152
+ "value_embed_1_cos_v_neg_g": 0.06241041049361229,
153
+ "value_embed_2_v_norm": 31.92378044128418,
154
+ "value_embed_2_cos_v_neg_g": 0.05194425582885742,
155
+ "layer_1_v_norm": 3.645847797393799,
156
+ "layer_1_cos_v_neg_g": 0.02379717119038105,
157
+ "layer_2_v_norm": 3.7429628372192383,
158
+ "layer_2_cos_v_neg_g": 0.0017428549472242594,
159
+ "layer_3_v_norm": 3.7284390926361084,
160
+ "layer_3_cos_v_neg_g": 0.030313150957226753,
161
+ "layer_4_v_norm": 3.6836979389190674,
162
+ "layer_4_cos_v_neg_g": 0.044931940734386444,
163
+ "layer_5_v_norm": 3.6897330284118652,
164
+ "layer_5_cos_v_neg_g": 0.030874967575073242,
165
+ "layer_6_v_norm": 3.686525344848633,
166
+ "layer_6_cos_v_neg_g": 0.02744017355144024,
167
+ "layer_7_v_norm": 3.6883814334869385,
168
+ "layer_7_cos_v_neg_g": 0.025006894022226334,
169
+ "layer_8_v_norm": 3.6900634765625,
170
+ "layer_8_cos_v_neg_g": 0.020833266898989677,
171
+ "layer_9_v_norm": 3.7370660305023193,
172
+ "layer_9_cos_v_neg_g": 0.031853511929512024,
173
+ "layer_10_v_norm": 3.7525475025177,
174
+ "layer_10_cos_v_neg_g": 0.016714273020625114,
175
+ "layer_11_v_norm": 3.69749116897583,
176
+ "layer_11_cos_v_neg_g": 0.025949064642190933,
177
+ "layer_12_v_norm": 3.913717746734619,
178
+ "layer_12_cos_v_neg_g": 0.02285793237388134,
179
+ "lm_head_v_norm": 32.73500442504883,
180
+ "lm_head_cos_v_neg_g": 0.06450804322957993,
181
+ "block0_q_v_norm": 1.2448487281799316,
182
+ "block0_q_cos_v_neg_g": 0.06893008947372437,
183
+ "block0_k_v_norm": 1.2435938119888306,
184
+ "block0_k_cos_v_neg_g": 0.06933988630771637,
185
+ "block0_v_v_norm": 1.2281697988510132,
186
+ "block0_v_cos_v_neg_g": 0.055133458226919174,
187
+ "block0_o_v_norm": 1.2436156272888184,
188
+ "block0_o_cos_v_neg_g": 0.06702218949794769,
189
+ "block0_mlp_win_v_norm": 2.3827898502349854,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07576732337474823,
191
+ "block0_mlp_wout_v_norm": 1.209694743156433,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06619133800268173,
193
+ "block3_q_v_norm": 1.2090011835098267,
194
+ "block3_q_cos_v_neg_g": 0.04263835772871971,
195
+ "block3_k_v_norm": 1.225842833518982,
196
+ "block3_k_cos_v_neg_g": 0.05040472373366356,
197
+ "block3_v_v_norm": 1.1902364492416382,
198
+ "block3_v_cos_v_neg_g": 0.03178451582789421,
199
+ "block3_o_v_norm": 1.2265498638153076,
200
+ "block3_o_cos_v_neg_g": 0.05405007302761078,
201
+ "block3_mlp_win_v_norm": 2.495842695236206,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05279209092259407,
203
+ "block3_mlp_wout_v_norm": 1.2061134576797485,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.0780339241027832,
205
+ "block7_q_v_norm": 1.2064752578735352,
206
+ "block7_q_cos_v_neg_g": 0.04563240334391594,
207
+ "block7_k_v_norm": 1.2187345027923584,
208
+ "block7_k_cos_v_neg_g": 0.04956018552184105,
209
+ "block7_v_v_norm": 1.207079291343689,
210
+ "block7_v_cos_v_neg_g": 0.03803528845310211,
211
+ "block7_o_v_norm": 1.23035728931427,
212
+ "block7_o_cos_v_neg_g": 0.050879526883363724,
213
+ "block7_mlp_win_v_norm": 2.490084648132324,
214
+ "block7_mlp_win_cos_v_neg_g": 0.05718225985765457,
215
+ "block7_mlp_wout_v_norm": 1.2264292240142822,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08254015445709229,
217
+ "block11_q_v_norm": 1.1833055019378662,
218
+ "block11_q_cos_v_neg_g": 0.030511653050780296,
219
+ "block11_k_v_norm": 1.2090327739715576,
220
+ "block11_k_cos_v_neg_g": 0.036382682621479034,
221
+ "block11_v_v_norm": 1.1621023416519165,
222
+ "block11_v_cos_v_neg_g": 0.017701713368296623,
223
+ "block11_o_v_norm": 1.22874915599823,
224
+ "block11_o_cos_v_neg_g": 0.03877938166260719,
225
+ "block11_mlp_win_v_norm": 2.768986463546753,
226
+ "block11_mlp_win_cos_v_neg_g": 0.02767401747405529,
227
+ "block11_mlp_wout_v_norm": 1.3883230686187744,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.0362476222217083,
229
+ "embed_sharpness": 0.00011199148138985038,
230
+ "value_embed_0_sharpness": 2.1389840640040347e-05,
231
+ "value_embed_1_sharpness": 6.56473985145567e-05,
232
+ "value_embed_2_sharpness": 0.00014020647358847782,
233
+ "layer_1_sharpness": 0.00035587426100391895,
234
+ "layer_2_sharpness": 0.021628732793033123,
235
+ "layer_3_sharpness": 0.004391657654196024,
236
+ "layer_4_sharpness": 0.0030669100815430284,
237
+ "layer_5_sharpness": 0.009085037279874086,
238
+ "layer_6_sharpness": 0.002955405623652041,
239
+ "layer_7_sharpness": 0.006502266973257065,
240
+ "layer_8_sharpness": 0.011490203440189362,
241
+ "layer_9_sharpness": 0.002305512491147965,
242
+ "layer_10_sharpness": 0.001731107127852738,
243
+ "layer_11_sharpness": 0.0040813201339915395,
244
+ "layer_12_sharpness": 0.2468876615166664,
245
+ "lm_head_sharpness": 0.0009535576973576099,
246
+ "block0_q_sharpness": 0.000222332906560041,
247
+ "block0_k_sharpness": 0.00021832923812326044,
248
+ "block0_v_sharpness": 0.0001321334348176606,
249
+ "block0_o_sharpness": 0.00022750759671907872,
250
+ "block0_mlp_win_sharpness": 0.0005191657837713137,
251
+ "block0_mlp_wout_sharpness": 0.002847640193067491,
252
+ "block3_q_sharpness": 0.00027227564714848995,
253
+ "block3_k_sharpness": 0.00017172776642837562,
254
+ "block3_v_sharpness": 0.0013210635515861213,
255
+ "block3_o_sharpness": 0.0003287460349383764,
256
+ "block3_mlp_win_sharpness": 0.0006530648097395897,
257
+ "block3_mlp_wout_sharpness": 0.0013279917184263468,
258
+ "block7_q_sharpness": 0.005583047401160002,
259
+ "block7_k_sharpness": 0.0020885264966636896,
260
+ "block7_v_sharpness": 0.005841777543537319,
261
+ "block7_o_sharpness": 0.001573079265654087,
262
+ "block7_mlp_win_sharpness": 0.0011445567361079156,
263
+ "block7_mlp_wout_sharpness": 0.0017956868978217244,
264
+ "block11_q_sharpness": 0.002693673362955451,
265
+ "block11_k_sharpness": 0.0032556038349866867,
266
+ "block11_v_sharpness": 0.003281841636635363,
267
+ "block11_o_sharpness": 0.03348141722381115,
268
+ "block11_mlp_win_sharpness": 0.03636203706264496,
269
+ "block11_mlp_wout_sharpness": 0.6721548289060593,
270
+ "sum_layer_numerators": 4.713172276173163,
271
+ "block_diag_sharpness": 0.02835262213372259,
272
+ "cross_layer_sharpness": 0.021022241371640875
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_8000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 72.82366943359375,
3
+ "total_l1_linf_norm": 632821.75,
4
+ "total_spectral_norm": 72.8433837890625,
5
+ "embed_update_fnorm": 32.0,
6
+ "embed_max_l1_linf_norm": 13.25,
7
+ "embed_max_spectral_norm": 4.461033344268799,
8
+ "value_embed_0_update_fnorm": 31.5,
9
+ "value_embed_0_max_l1_linf_norm": 13.125,
10
+ "value_embed_0_max_spectral_norm": 2.4825592041015625,
11
+ "value_embed_1_update_fnorm": 32.0,
12
+ "value_embed_1_max_l1_linf_norm": 13.1875,
13
+ "value_embed_1_max_spectral_norm": 2.828402280807495,
14
+ "value_embed_2_update_fnorm": 31.875,
15
+ "value_embed_2_max_l1_linf_norm": 13.25,
16
+ "value_embed_2_max_spectral_norm": 2.4404826164245605,
17
+ "layer_1_update_fnorm": 3.6840898990631104,
18
+ "layer_1_max_l1_linf_norm": 1.9516850709915161,
19
+ "layer_1_max_spectral_norm": 0.11362351477146149,
20
+ "layer_2_update_fnorm": 3.7628493309020996,
21
+ "layer_2_max_l1_linf_norm": 1.902104139328003,
22
+ "layer_2_max_spectral_norm": 0.12039260566234589,
23
+ "layer_3_update_fnorm": 3.709998369216919,
24
+ "layer_3_max_l1_linf_norm": 2.009929656982422,
25
+ "layer_3_max_spectral_norm": 0.120486781001091,
26
+ "layer_4_update_fnorm": 3.672915458679199,
27
+ "layer_4_max_l1_linf_norm": 1.9807953834533691,
28
+ "layer_4_max_spectral_norm": 0.11703143268823624,
29
+ "layer_5_update_fnorm": 3.6807591915130615,
30
+ "layer_5_max_l1_linf_norm": 1.9214677810668945,
31
+ "layer_5_max_spectral_norm": 0.11712264269590378,
32
+ "layer_6_update_fnorm": 3.6849188804626465,
33
+ "layer_6_max_l1_linf_norm": 1.9651801586151123,
34
+ "layer_6_max_spectral_norm": 0.11400780826807022,
35
+ "layer_7_update_fnorm": 3.6750295162200928,
36
+ "layer_7_max_l1_linf_norm": 1.9842315912246704,
37
+ "layer_7_max_spectral_norm": 0.11401242017745972,
38
+ "layer_8_update_fnorm": 3.6761772632598877,
39
+ "layer_8_max_l1_linf_norm": 2.017028331756592,
40
+ "layer_8_max_spectral_norm": 0.11540886014699936,
41
+ "layer_9_update_fnorm": 3.713646650314331,
42
+ "layer_9_max_l1_linf_norm": 1.983208179473877,
43
+ "layer_9_max_spectral_norm": 0.12016543000936508,
44
+ "layer_10_update_fnorm": 3.765151023864746,
45
+ "layer_10_max_l1_linf_norm": 2.0426900386810303,
46
+ "layer_10_max_spectral_norm": 0.1206093281507492,
47
+ "layer_11_update_fnorm": 3.713131904602051,
48
+ "layer_11_max_l1_linf_norm": 2.059959650039673,
49
+ "layer_11_max_spectral_norm": 0.1205228716135025,
50
+ "layer_12_update_fnorm": 3.893148899078369,
51
+ "layer_12_max_l1_linf_norm": 2.2790989875793457,
52
+ "layer_12_max_spectral_norm": 0.1204996183514595,
53
+ "lm_head_update_fnorm": 32.76039505004883,
54
+ "lm_head_max_l1_linf_norm": 13.627384185791016,
55
+ "lm_head_max_spectral_norm": 7.280682563781738,
56
+ "block0_q_update_fnorm": 1.2452762126922607,
57
+ "block0_q_max_l1_linf_norm": 1.039543628692627,
58
+ "block0_q_max_spectral_norm": 0.06015673652291298,
59
+ "block0_k_update_fnorm": 1.2464357614517212,
60
+ "block0_k_max_l1_linf_norm": 1.0486507415771484,
61
+ "block0_k_max_spectral_norm": 0.06014144420623779,
62
+ "block0_v_update_fnorm": 1.2329938411712646,
63
+ "block0_v_max_l1_linf_norm": 1.0390961170196533,
64
+ "block0_v_max_spectral_norm": 0.060209065675735474,
65
+ "block0_o_update_fnorm": 1.245943307876587,
66
+ "block0_o_max_l1_linf_norm": 1.0373258590698242,
67
+ "block0_o_max_spectral_norm": 0.06018676608800888,
68
+ "block0_mlp_win_update_fnorm": 2.439286470413208,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.691064476966858,
70
+ "block0_mlp_win_max_spectral_norm": 0.11362351477146149,
71
+ "block0_mlp_wout_update_fnorm": 1.2021604776382446,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9516850709915161,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05700197070837021,
74
+ "block3_q_update_fnorm": 1.2190706729888916,
75
+ "block3_q_max_l1_linf_norm": 1.045064926147461,
76
+ "block3_q_max_spectral_norm": 0.06020456179976463,
77
+ "block3_k_update_fnorm": 1.234962821006775,
78
+ "block3_k_max_l1_linf_norm": 1.0527293682098389,
79
+ "block3_k_max_spectral_norm": 0.06021377444267273,
80
+ "block3_v_update_fnorm": 1.201836347579956,
81
+ "block3_v_max_l1_linf_norm": 1.0228748321533203,
82
+ "block3_v_max_spectral_norm": 0.060194432735443115,
83
+ "block3_o_update_fnorm": 1.2406374216079712,
84
+ "block3_o_max_l1_linf_norm": 1.0440165996551514,
85
+ "block3_o_max_spectral_norm": 0.06019989401102066,
86
+ "block3_mlp_win_update_fnorm": 2.441833734512329,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8891279697418213,
88
+ "block3_mlp_win_max_spectral_norm": 0.11703143268823624,
89
+ "block3_mlp_wout_update_fnorm": 1.2380425930023193,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9807953834533691,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05695466697216034,
92
+ "block7_q_update_fnorm": 1.2201143503189087,
93
+ "block7_q_max_l1_linf_norm": 1.0739446878433228,
94
+ "block7_q_max_spectral_norm": 0.06020680442452431,
95
+ "block7_k_update_fnorm": 1.2283176183700562,
96
+ "block7_k_max_l1_linf_norm": 1.0956571102142334,
97
+ "block7_k_max_spectral_norm": 0.06018182635307312,
98
+ "block7_v_update_fnorm": 1.2158910036087036,
99
+ "block7_v_max_l1_linf_norm": 1.04337739944458,
100
+ "block7_v_max_spectral_norm": 0.060172468423843384,
101
+ "block7_o_update_fnorm": 1.2400519847869873,
102
+ "block7_o_max_l1_linf_norm": 1.0386826992034912,
103
+ "block7_o_max_spectral_norm": 0.06022581830620766,
104
+ "block7_mlp_win_update_fnorm": 2.4311718940734863,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.801238775253296,
106
+ "block7_mlp_win_max_spectral_norm": 0.11540886014699936,
107
+ "block7_mlp_wout_update_fnorm": 1.2609291076660156,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.017028331756592,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05708492919802666,
110
+ "block11_q_update_fnorm": 1.2137888669967651,
111
+ "block11_q_max_l1_linf_norm": 1.0502628087997437,
112
+ "block11_q_max_spectral_norm": 0.060198504477739334,
113
+ "block11_k_update_fnorm": 1.2305055856704712,
114
+ "block11_k_max_l1_linf_norm": 1.0628046989440918,
115
+ "block11_k_max_spectral_norm": 0.060199279338121414,
116
+ "block11_v_update_fnorm": 1.168602705001831,
117
+ "block11_v_max_l1_linf_norm": 1.0387163162231445,
118
+ "block11_v_max_spectral_norm": 0.060172777622938156,
119
+ "block11_o_update_fnorm": 1.227672815322876,
120
+ "block11_o_max_l1_linf_norm": 1.0247657299041748,
121
+ "block11_o_max_spectral_norm": 0.060217324644327164,
122
+ "block11_mlp_win_update_fnorm": 2.7136011123657227,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.650900959968567,
124
+ "block11_mlp_win_max_spectral_norm": 0.1204996183514595,
125
+ "block11_mlp_wout_update_fnorm": 1.390195369720459,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2790989875793457,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06022286415100098,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0034867809154093266,
130
+ "block_total_sharpness": 0.06147477775812149,
131
+ "v_norm_block": 12.885812759399414,
132
+ "v_T_H_v_block": 10.207528352737427,
133
+ "v_norm": 72.8433837890625,
134
+ "ip_v_neg_g_hvp": 0.12143421918153763,
135
+ "cos_v_neg_g_hvp": 0.0064275236800313,
136
+ "g_hvp_norm": 0.2593625783920288,
137
+ "ip_v_neg_g_t": 1414.098876953125,
138
+ "cos_v_neg_g_t": 0.0220514927059412,
139
+ "g_t_norm": 880.342529296875,
140
+ "g_norm": 0.2593625783920288,
141
+ "hv_norm": 0.14971251785755157,
142
+ "cos_v_hv": 0.001104499213397503,
143
+ "hg_norm": 2.9507362842559814,
144
+ "cos_g_hg": 0.7065573930740356,
145
+ "v_parallel_norm": 0.013462761417031288,
146
+ "v_perp_norm": 72.8433837890625,
147
+ "embed_v_norm": 32.129310607910156,
148
+ "embed_cos_v_neg_g": 0.06750550121068954,
149
+ "value_embed_0_v_norm": 31.485660552978516,
150
+ "value_embed_0_cos_v_neg_g": 0.05637460574507713,
151
+ "value_embed_1_v_norm": 32.08058166503906,
152
+ "value_embed_1_cos_v_neg_g": 0.06006313115358353,
153
+ "value_embed_2_v_norm": 31.844430923461914,
154
+ "value_embed_2_cos_v_neg_g": 0.051456011831760406,
155
+ "layer_1_v_norm": 3.6840898990631104,
156
+ "layer_1_cos_v_neg_g": 0.008821798488497734,
157
+ "layer_2_v_norm": 3.7628493309020996,
158
+ "layer_2_cos_v_neg_g": 0.003960008267313242,
159
+ "layer_3_v_norm": 3.709998369216919,
160
+ "layer_3_cos_v_neg_g": 0.04474067687988281,
161
+ "layer_4_v_norm": 3.6729156970977783,
162
+ "layer_4_cos_v_neg_g": 0.04334840551018715,
163
+ "layer_5_v_norm": 3.6807591915130615,
164
+ "layer_5_cos_v_neg_g": 0.023900730535387993,
165
+ "layer_6_v_norm": 3.6849188804626465,
166
+ "layer_6_cos_v_neg_g": 0.03958388417959213,
167
+ "layer_7_v_norm": 3.6750295162200928,
168
+ "layer_7_cos_v_neg_g": 0.04564833268523216,
169
+ "layer_8_v_norm": 3.676177501678467,
170
+ "layer_8_cos_v_neg_g": 0.032542552798986435,
171
+ "layer_9_v_norm": 3.713646650314331,
172
+ "layer_9_cos_v_neg_g": 0.03860492259263992,
173
+ "layer_10_v_norm": 3.765151023864746,
174
+ "layer_10_cos_v_neg_g": 0.01280867401510477,
175
+ "layer_11_v_norm": 3.713131904602051,
176
+ "layer_11_cos_v_neg_g": 0.02929418720304966,
177
+ "layer_12_v_norm": 3.89314866065979,
178
+ "layer_12_cos_v_neg_g": 0.02567993849515915,
179
+ "lm_head_v_norm": 32.76039505004883,
180
+ "lm_head_cos_v_neg_g": 0.06234631687402725,
181
+ "block0_q_v_norm": 1.2452762126922607,
182
+ "block0_q_cos_v_neg_g": 0.06256406009197235,
183
+ "block0_k_v_norm": 1.2464357614517212,
184
+ "block0_k_cos_v_neg_g": 0.06357031315565109,
185
+ "block0_v_v_norm": 1.2329938411712646,
186
+ "block0_v_cos_v_neg_g": 0.026773104444146156,
187
+ "block0_o_v_norm": 1.245943307876587,
188
+ "block0_o_cos_v_neg_g": 0.06277987360954285,
189
+ "block0_mlp_win_v_norm": 2.439286470413208,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07605865597724915,
191
+ "block0_mlp_wout_v_norm": 1.2021604776382446,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.07005710899829865,
193
+ "block3_q_v_norm": 1.2190706729888916,
194
+ "block3_q_cos_v_neg_g": 0.04132241755723953,
195
+ "block3_k_v_norm": 1.234962821006775,
196
+ "block3_k_cos_v_neg_g": 0.050517696887254715,
197
+ "block3_v_v_norm": 1.201836347579956,
198
+ "block3_v_cos_v_neg_g": 0.031102079898118973,
199
+ "block3_o_v_norm": 1.2406374216079712,
200
+ "block3_o_cos_v_neg_g": 0.05844806507229805,
201
+ "block3_mlp_win_v_norm": 2.441833734512329,
202
+ "block3_mlp_win_cos_v_neg_g": 0.06006060168147087,
203
+ "block3_mlp_wout_v_norm": 1.2380425930023193,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07947628200054169,
205
+ "block7_q_v_norm": 1.2201143503189087,
206
+ "block7_q_cos_v_neg_g": 0.041111309081315994,
207
+ "block7_k_v_norm": 1.2283176183700562,
208
+ "block7_k_cos_v_neg_g": 0.04840775579214096,
209
+ "block7_v_v_norm": 1.2158910036087036,
210
+ "block7_v_cos_v_neg_g": 0.036581508815288544,
211
+ "block7_o_v_norm": 1.2400519847869873,
212
+ "block7_o_cos_v_neg_g": 0.048023954033851624,
213
+ "block7_mlp_win_v_norm": 2.4311718940734863,
214
+ "block7_mlp_win_cos_v_neg_g": 0.058557551354169846,
215
+ "block7_mlp_wout_v_norm": 1.2609291076660156,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08128107339143753,
217
+ "block11_q_v_norm": 1.2137888669967651,
218
+ "block11_q_cos_v_neg_g": 0.028445569798350334,
219
+ "block11_k_v_norm": 1.2305055856704712,
220
+ "block11_k_cos_v_neg_g": 0.0366780161857605,
221
+ "block11_v_v_norm": 1.168602705001831,
222
+ "block11_v_cos_v_neg_g": 0.022734863683581352,
223
+ "block11_o_v_norm": 1.227672815322876,
224
+ "block11_o_cos_v_neg_g": 0.036409828811883926,
225
+ "block11_mlp_win_v_norm": 2.7136011123657227,
226
+ "block11_mlp_win_cos_v_neg_g": 0.02890883944928646,
227
+ "block11_mlp_wout_v_norm": 1.390195369720459,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.03666752949357033,
229
+ "embed_sharpness": 8.795257599558681e-05,
230
+ "value_embed_0_sharpness": 2.653890896908706e-05,
231
+ "value_embed_1_sharpness": 7.08530678821262e-05,
232
+ "value_embed_2_sharpness": 0.00017041233149939217,
233
+ "layer_1_sharpness": 0.0011746264644898474,
234
+ "layer_2_sharpness": 0.02685277909040451,
235
+ "layer_3_sharpness": 0.0024166542571038008,
236
+ "layer_4_sharpness": 0.0027347130817361176,
237
+ "layer_5_sharpness": 0.0018207479151897132,
238
+ "layer_6_sharpness": -0.000665971587295644,
239
+ "layer_7_sharpness": -0.0002261062036268413,
240
+ "layer_8_sharpness": 0.005862463731318712,
241
+ "layer_9_sharpness": 0.003216470475308597,
242
+ "layer_10_sharpness": 0.004689914756454527,
243
+ "layer_11_sharpness": 0.011179280234500766,
244
+ "layer_12_sharpness": 0.30144432932138443,
245
+ "lm_head_sharpness": 0.0009734217601362616,
246
+ "block0_q_sharpness": 0.00017170211867778562,
247
+ "block0_k_sharpness": 0.00013424791177385487,
248
+ "block0_v_sharpness": 2.8612821552087553e-05,
249
+ "block0_o_sharpness": 0.0002108803455485031,
250
+ "block0_mlp_win_sharpness": 0.0004813221894437447,
251
+ "block0_mlp_wout_sharpness": 0.0022829457884654403,
252
+ "block3_q_sharpness": 0.0001420593325747177,
253
+ "block3_k_sharpness": 9.105094977712724e-05,
254
+ "block3_v_sharpness": 0.0009180487249977887,
255
+ "block3_o_sharpness": 0.0004339618608355522,
256
+ "block3_mlp_win_sharpness": 0.0008302118803840131,
257
+ "block3_mlp_wout_sharpness": 0.0018289152067154646,
258
+ "block7_q_sharpness": 0.006350833922624588,
259
+ "block7_k_sharpness": 0.0020488458685576916,
260
+ "block7_v_sharpness": 0.0058593456633389,
261
+ "block7_o_sharpness": 0.0013879962789360434,
262
+ "block7_mlp_win_sharpness": 0.0012826702441088855,
263
+ "block7_mlp_wout_sharpness": 0.001464137400034815,
264
+ "block11_q_sharpness": 0.002673598355613649,
265
+ "block11_k_sharpness": 0.003858180600218475,
266
+ "block11_v_sharpness": 0.0035165667068213224,
267
+ "block11_o_sharpness": 0.019998333882540464,
268
+ "block11_mlp_win_sharpness": 0.04725021310150623,
269
+ "block11_mlp_wout_sharpness": 1.0614526569843292,
270
+ "sum_layer_numerators": 5.39195550643206,
271
+ "block_diag_sharpness": 0.03247301902355244,
272
+ "cross_layer_sharpness": 0.029001758734569054
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_8500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.13782501220703,
3
+ "total_l1_linf_norm": 623255.0625,
4
+ "total_spectral_norm": 73.15958404541016,
5
+ "embed_update_fnorm": 32.0,
6
+ "embed_max_l1_linf_norm": 13.5,
7
+ "embed_max_spectral_norm": 4.899171829223633,
8
+ "value_embed_0_update_fnorm": 30.375,
9
+ "value_embed_0_max_l1_linf_norm": 13.375,
10
+ "value_embed_0_max_spectral_norm": 3.1227164268493652,
11
+ "value_embed_1_update_fnorm": 30.875,
12
+ "value_embed_1_max_l1_linf_norm": 13.375,
13
+ "value_embed_1_max_spectral_norm": 2.8949098587036133,
14
+ "value_embed_2_update_fnorm": 31.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.4375,
16
+ "value_embed_2_max_spectral_norm": 3.163632392883301,
17
+ "layer_1_update_fnorm": 3.6452436447143555,
18
+ "layer_1_max_l1_linf_norm": 1.9672064781188965,
19
+ "layer_1_max_spectral_norm": 0.11391405761241913,
20
+ "layer_2_update_fnorm": 3.7414045333862305,
21
+ "layer_2_max_l1_linf_norm": 1.9256975650787354,
22
+ "layer_2_max_spectral_norm": 0.12039989233016968,
23
+ "layer_3_update_fnorm": 3.701447010040283,
24
+ "layer_3_max_l1_linf_norm": 1.9767329692840576,
25
+ "layer_3_max_spectral_norm": 0.12058135122060776,
26
+ "layer_4_update_fnorm": 3.6658129692077637,
27
+ "layer_4_max_l1_linf_norm": 1.9117403030395508,
28
+ "layer_4_max_spectral_norm": 0.12005718052387238,
29
+ "layer_5_update_fnorm": 3.6728591918945312,
30
+ "layer_5_max_l1_linf_norm": 1.9109456539154053,
31
+ "layer_5_max_spectral_norm": 0.1202489584684372,
32
+ "layer_6_update_fnorm": 3.681661605834961,
33
+ "layer_6_max_l1_linf_norm": 1.9401096105575562,
34
+ "layer_6_max_spectral_norm": 0.12018174678087234,
35
+ "layer_7_update_fnorm": 3.6802711486816406,
36
+ "layer_7_max_l1_linf_norm": 1.929088830947876,
37
+ "layer_7_max_spectral_norm": 0.12046466767787933,
38
+ "layer_8_update_fnorm": 3.731011390686035,
39
+ "layer_8_max_l1_linf_norm": 1.8993124961853027,
40
+ "layer_8_max_spectral_norm": 0.120442695915699,
41
+ "layer_9_update_fnorm": 3.8051981925964355,
42
+ "layer_9_max_l1_linf_norm": 1.9065725803375244,
43
+ "layer_9_max_spectral_norm": 0.12042661011219025,
44
+ "layer_10_update_fnorm": 3.8188278675079346,
45
+ "layer_10_max_l1_linf_norm": 2.025181531906128,
46
+ "layer_10_max_spectral_norm": 0.12041395157575607,
47
+ "layer_11_update_fnorm": 3.770873546600342,
48
+ "layer_11_max_l1_linf_norm": 2.007676124572754,
49
+ "layer_11_max_spectral_norm": 0.12050075083971024,
50
+ "layer_12_update_fnorm": 3.904229164123535,
51
+ "layer_12_max_l1_linf_norm": 2.276181697845459,
52
+ "layer_12_max_spectral_norm": 0.12044032663106918,
53
+ "lm_head_update_fnorm": 36.189537048339844,
54
+ "lm_head_max_l1_linf_norm": 13.735995292663574,
55
+ "lm_head_max_spectral_norm": 17.133554458618164,
56
+ "block0_q_update_fnorm": 1.2433570623397827,
57
+ "block0_q_max_l1_linf_norm": 1.046421766281128,
58
+ "block0_q_max_spectral_norm": 0.06018420308828354,
59
+ "block0_k_update_fnorm": 1.2429672479629517,
60
+ "block0_k_max_l1_linf_norm": 1.0437265634536743,
61
+ "block0_k_max_spectral_norm": 0.060195039957761765,
62
+ "block0_v_update_fnorm": 1.2179248332977295,
63
+ "block0_v_max_l1_linf_norm": 1.0282177925109863,
64
+ "block0_v_max_spectral_norm": 0.06019477918744087,
65
+ "block0_o_update_fnorm": 1.2413952350616455,
66
+ "block0_o_max_l1_linf_norm": 1.045294165611267,
67
+ "block0_o_max_spectral_norm": 0.06022433936595917,
68
+ "block0_mlp_win_update_fnorm": 2.3896772861480713,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6549668312072754,
70
+ "block0_mlp_win_max_spectral_norm": 0.11391405761241913,
71
+ "block0_mlp_wout_update_fnorm": 1.208825945854187,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9672064781188965,
73
+ "block0_mlp_wout_max_spectral_norm": 0.0578070729970932,
74
+ "block3_q_update_fnorm": 1.2121431827545166,
75
+ "block3_q_max_l1_linf_norm": 1.0361690521240234,
76
+ "block3_q_max_spectral_norm": 0.06018516793847084,
77
+ "block3_k_update_fnorm": 1.2281633615493774,
78
+ "block3_k_max_l1_linf_norm": 1.0402495861053467,
79
+ "block3_k_max_spectral_norm": 0.06021498143672943,
80
+ "block3_v_update_fnorm": 1.1644203662872314,
81
+ "block3_v_max_l1_linf_norm": 1.0252020359039307,
82
+ "block3_v_max_spectral_norm": 0.060177166014909744,
83
+ "block3_o_update_fnorm": 1.2331198453903198,
84
+ "block3_o_max_l1_linf_norm": 1.0332614183425903,
85
+ "block3_o_max_spectral_norm": 0.06020965427160263,
86
+ "block3_mlp_win_update_fnorm": 2.470492124557495,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8703742027282715,
88
+ "block3_mlp_win_max_spectral_norm": 0.12005718052387238,
89
+ "block3_mlp_wout_update_fnorm": 1.216692328453064,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9117403030395508,
91
+ "block3_mlp_wout_max_spectral_norm": 0.056792426854372025,
92
+ "block7_q_update_fnorm": 1.1866800785064697,
93
+ "block7_q_max_l1_linf_norm": 1.0713872909545898,
94
+ "block7_q_max_spectral_norm": 0.0601973719894886,
95
+ "block7_k_update_fnorm": 1.2105542421340942,
96
+ "block7_k_max_l1_linf_norm": 1.078852653503418,
97
+ "block7_k_max_spectral_norm": 0.060195378959178925,
98
+ "block7_v_update_fnorm": 1.1743401288986206,
99
+ "block7_v_max_l1_linf_norm": 1.0278193950653076,
100
+ "block7_v_max_spectral_norm": 0.06019531935453415,
101
+ "block7_o_update_fnorm": 1.2206286191940308,
102
+ "block7_o_max_l1_linf_norm": 1.0373647212982178,
103
+ "block7_o_max_spectral_norm": 0.060195960104465485,
104
+ "block7_mlp_win_update_fnorm": 2.6013731956481934,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.848423719406128,
106
+ "block7_mlp_win_max_spectral_norm": 0.120442695915699,
107
+ "block7_mlp_wout_update_fnorm": 1.1876331567764282,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.8993124961853027,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05689435824751854,
110
+ "block11_q_update_fnorm": 1.2006276845932007,
111
+ "block11_q_max_l1_linf_norm": 1.039689064025879,
112
+ "block11_q_max_spectral_norm": 0.06019126996397972,
113
+ "block11_k_update_fnorm": 1.2181894779205322,
114
+ "block11_k_max_l1_linf_norm": 1.051100730895996,
115
+ "block11_k_max_spectral_norm": 0.060198474675416946,
116
+ "block11_v_update_fnorm": 1.0786057710647583,
117
+ "block11_v_max_l1_linf_norm": 1.007619857788086,
118
+ "block11_v_max_spectral_norm": 0.06016156077384949,
119
+ "block11_o_update_fnorm": 1.2243788242340088,
120
+ "block11_o_max_l1_linf_norm": 1.0300626754760742,
121
+ "block11_o_max_spectral_norm": 0.0602203831076622,
122
+ "block11_mlp_win_update_fnorm": 2.7915658950805664,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7018972635269165,
124
+ "block11_mlp_win_max_spectral_norm": 0.12044032663106918,
125
+ "block11_mlp_wout_update_fnorm": 1.36444091796875,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.276181697845459,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06025371327996254,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.0032357439631596208,
130
+ "block_total_sharpness": 0.07495763897895813,
131
+ "v_norm_block": 12.940619468688965,
132
+ "v_T_H_v_block": 12.552379131317139,
133
+ "v_norm": 73.15958404541016,
134
+ "ip_v_neg_g_hvp": 0.11380232125520706,
135
+ "cos_v_neg_g_hvp": 0.006146008614450693,
136
+ "g_hvp_norm": 0.2530968487262726,
137
+ "ip_v_neg_g_t": 1468.527587890625,
138
+ "cos_v_neg_g_t": 0.011746919713914394,
139
+ "g_t_norm": 1708.7828369140625,
140
+ "g_norm": 0.2530968487262726,
141
+ "hv_norm": 0.3145873546600342,
142
+ "cos_v_hv": 0.0004899061168543994,
143
+ "hg_norm": 2.6329236030578613,
144
+ "cos_g_hg": 0.7896360754966736,
145
+ "v_parallel_norm": 0.014277087524533272,
146
+ "v_perp_norm": 73.15958404541016,
147
+ "embed_v_norm": 32.045318603515625,
148
+ "embed_cos_v_neg_g": 0.06755951792001724,
149
+ "value_embed_0_v_norm": 30.320831298828125,
150
+ "value_embed_0_cos_v_neg_g": 0.05612635612487793,
151
+ "value_embed_1_v_norm": 30.850685119628906,
152
+ "value_embed_1_cos_v_neg_g": 0.060057029128074646,
153
+ "value_embed_2_v_norm": 31.25960922241211,
154
+ "value_embed_2_cos_v_neg_g": 0.05522571876645088,
155
+ "layer_1_v_norm": 3.6452436447143555,
156
+ "layer_1_cos_v_neg_g": 0.018362585455179214,
157
+ "layer_2_v_norm": 3.7414045333862305,
158
+ "layer_2_cos_v_neg_g": 0.003854653798043728,
159
+ "layer_3_v_norm": 3.701447010040283,
160
+ "layer_3_cos_v_neg_g": 0.04820267856121063,
161
+ "layer_4_v_norm": 3.6658129692077637,
162
+ "layer_4_cos_v_neg_g": 0.04391833767294884,
163
+ "layer_5_v_norm": 3.6728591918945312,
164
+ "layer_5_cos_v_neg_g": 0.03991665691137314,
165
+ "layer_6_v_norm": 3.681661605834961,
166
+ "layer_6_cos_v_neg_g": 0.03509827330708504,
167
+ "layer_7_v_norm": 3.6802711486816406,
168
+ "layer_7_cos_v_neg_g": 0.030629264190793037,
169
+ "layer_8_v_norm": 3.731011390686035,
170
+ "layer_8_cos_v_neg_g": 0.024623334407806396,
171
+ "layer_9_v_norm": 3.8051981925964355,
172
+ "layer_9_cos_v_neg_g": 0.032385844737291336,
173
+ "layer_10_v_norm": 3.8188278675079346,
174
+ "layer_10_cos_v_neg_g": 0.017102323472499847,
175
+ "layer_11_v_norm": 3.770873546600342,
176
+ "layer_11_cos_v_neg_g": 0.025696421042084694,
177
+ "layer_12_v_norm": 3.904229164123535,
178
+ "layer_12_cos_v_neg_g": 0.019504297524690628,
179
+ "lm_head_v_norm": 36.189537048339844,
180
+ "lm_head_cos_v_neg_g": 0.05577775835990906,
181
+ "block0_q_v_norm": 1.2433570623397827,
182
+ "block0_q_cos_v_neg_g": 0.06345674395561218,
183
+ "block0_k_v_norm": 1.2429672479629517,
184
+ "block0_k_cos_v_neg_g": 0.06328842043876648,
185
+ "block0_v_v_norm": 1.2179248332977295,
186
+ "block0_v_cos_v_neg_g": 0.04290233924984932,
187
+ "block0_o_v_norm": 1.2413952350616455,
188
+ "block0_o_cos_v_neg_g": 0.06095920130610466,
189
+ "block0_mlp_win_v_norm": 2.3896772861480713,
190
+ "block0_mlp_win_cos_v_neg_g": 0.06989896297454834,
191
+ "block0_mlp_wout_v_norm": 1.208825945854187,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06326230615377426,
193
+ "block3_q_v_norm": 1.2121431827545166,
194
+ "block3_q_cos_v_neg_g": 0.03461579605937004,
195
+ "block3_k_v_norm": 1.2281633615493774,
196
+ "block3_k_cos_v_neg_g": 0.043227486312389374,
197
+ "block3_v_v_norm": 1.1644203662872314,
198
+ "block3_v_cos_v_neg_g": 0.025887520983815193,
199
+ "block3_o_v_norm": 1.2331198453903198,
200
+ "block3_o_cos_v_neg_g": 0.054695408791303635,
201
+ "block3_mlp_win_v_norm": 2.470492124557495,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05788042023777962,
203
+ "block3_mlp_wout_v_norm": 1.216692328453064,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.08024779707193375,
205
+ "block7_q_v_norm": 1.1866800785064697,
206
+ "block7_q_cos_v_neg_g": 0.04280953109264374,
207
+ "block7_k_v_norm": 1.2105542421340942,
208
+ "block7_k_cos_v_neg_g": 0.04788082465529442,
209
+ "block7_v_v_norm": 1.1743401288986206,
210
+ "block7_v_cos_v_neg_g": 0.03554055467247963,
211
+ "block7_o_v_norm": 1.2206286191940308,
212
+ "block7_o_cos_v_neg_g": 0.05149058252573013,
213
+ "block7_mlp_win_v_norm": 2.6013731956481934,
214
+ "block7_mlp_win_cos_v_neg_g": 0.053872689604759216,
215
+ "block7_mlp_wout_v_norm": 1.1876331567764282,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08411001414060593,
217
+ "block11_q_v_norm": 1.2006276845932007,
218
+ "block11_q_cos_v_neg_g": 0.025812897831201553,
219
+ "block11_k_v_norm": 1.2181894779205322,
220
+ "block11_k_cos_v_neg_g": 0.03899817541241646,
221
+ "block11_v_v_norm": 1.0786057710647583,
222
+ "block11_v_cos_v_neg_g": 0.019366417080163956,
223
+ "block11_o_v_norm": 1.2243788242340088,
224
+ "block11_o_cos_v_neg_g": 0.03235715627670288,
225
+ "block11_mlp_win_v_norm": 2.7915658950805664,
226
+ "block11_mlp_win_cos_v_neg_g": 0.025776464492082596,
227
+ "block11_mlp_wout_v_norm": 1.36444091796875,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.036301638931035995,
229
+ "embed_sharpness": 0.0001148426381405443,
230
+ "value_embed_0_sharpness": 2.0629784557968378e-05,
231
+ "value_embed_1_sharpness": 5.733370744565036e-05,
232
+ "value_embed_2_sharpness": 0.00013996178313391283,
233
+ "layer_1_sharpness": 0.019004191271960735,
234
+ "layer_2_sharpness": 0.28885430842638016,
235
+ "layer_3_sharpness": 0.0001707853371044621,
236
+ "layer_4_sharpness": -0.00011174388782819733,
237
+ "layer_5_sharpness": 0.001877295202575624,
238
+ "layer_6_sharpness": -0.000740597810363397,
239
+ "layer_7_sharpness": -0.000548266398254782,
240
+ "layer_8_sharpness": 0.0006216857145773247,
241
+ "layer_9_sharpness": 0.000957219977863133,
242
+ "layer_10_sharpness": 0.07234377041459084,
243
+ "layer_11_sharpness": 0.0333462031558156,
244
+ "layer_12_sharpness": 0.20457715541124344,
245
+ "lm_head_sharpness": 0.0010073725716210902,
246
+ "block0_q_sharpness": 0.00023607789626112208,
247
+ "block0_k_sharpness": 0.00014796145842410624,
248
+ "block0_v_sharpness": 0.00020605719328159466,
249
+ "block0_o_sharpness": 0.0002568483614595607,
250
+ "block0_mlp_win_sharpness": 0.0006298241496551782,
251
+ "block0_mlp_wout_sharpness": 0.00267544062808156,
252
+ "block3_q_sharpness": 0.00033882863499457017,
253
+ "block3_k_sharpness": 0.00020980333647457883,
254
+ "block3_v_sharpness": 0.0010203611163888127,
255
+ "block3_o_sharpness": 0.0004087686975253746,
256
+ "block3_mlp_win_sharpness": 0.0008295858569908887,
257
+ "block3_mlp_wout_sharpness": 0.0016074564191512764,
258
+ "block7_q_sharpness": 0.007678220048546791,
259
+ "block7_k_sharpness": 0.0018786960281431675,
260
+ "block7_v_sharpness": 0.0038871229626238346,
261
+ "block7_o_sharpness": 0.001534974086098373,
262
+ "block7_mlp_win_sharpness": 0.001088453602278605,
263
+ "block7_mlp_wout_sharpness": 0.0018191633862443268,
264
+ "block11_q_sharpness": 0.0025894040591083467,
265
+ "block11_k_sharpness": 0.007754378719255328,
266
+ "block11_v_sharpness": 0.0036944003077223897,
267
+ "block11_o_sharpness": 0.008158966898918152,
268
+ "block11_mlp_win_sharpness": 0.03150751814246178,
269
+ "block11_mlp_wout_sharpness": 0.17950117215514183,
270
+ "sum_layer_numerators": 8.974708300413463,
271
+ "block_diag_sharpness": 0.053593264124121326,
272
+ "cross_layer_sharpness": 0.021364374854836807
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_9000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 74.101318359375,
3
+ "total_l1_linf_norm": 636304.5,
4
+ "total_spectral_norm": 73.94600677490234,
5
+ "embed_update_fnorm": 32.5,
6
+ "embed_max_l1_linf_norm": 13.4375,
7
+ "embed_max_spectral_norm": 4.359960556030273,
8
+ "value_embed_0_update_fnorm": 32.0,
9
+ "value_embed_0_max_l1_linf_norm": 13.4375,
10
+ "value_embed_0_max_spectral_norm": 2.5112712383270264,
11
+ "value_embed_1_update_fnorm": 32.5,
12
+ "value_embed_1_max_l1_linf_norm": 13.4375,
13
+ "value_embed_1_max_spectral_norm": 2.792546033859253,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.5,
16
+ "value_embed_2_max_spectral_norm": 2.4498093128204346,
17
+ "layer_1_update_fnorm": 3.6865735054016113,
18
+ "layer_1_max_l1_linf_norm": 1.9401339292526245,
19
+ "layer_1_max_spectral_norm": 0.11373282223939896,
20
+ "layer_2_update_fnorm": 3.760561943054199,
21
+ "layer_2_max_l1_linf_norm": 1.9316928386688232,
22
+ "layer_2_max_spectral_norm": 0.12044399231672287,
23
+ "layer_3_update_fnorm": 3.70780348777771,
24
+ "layer_3_max_l1_linf_norm": 2.0197696685791016,
25
+ "layer_3_max_spectral_norm": 0.12039198726415634,
26
+ "layer_4_update_fnorm": 3.6688153743743896,
27
+ "layer_4_max_l1_linf_norm": 1.9661545753479004,
28
+ "layer_4_max_spectral_norm": 0.1139269471168518,
29
+ "layer_5_update_fnorm": 3.6771273612976074,
30
+ "layer_5_max_l1_linf_norm": 1.9506092071533203,
31
+ "layer_5_max_spectral_norm": 0.11520357429981232,
32
+ "layer_6_update_fnorm": 3.6826887130737305,
33
+ "layer_6_max_l1_linf_norm": 1.9788825511932373,
34
+ "layer_6_max_spectral_norm": 0.11399580538272858,
35
+ "layer_7_update_fnorm": 3.6748125553131104,
36
+ "layer_7_max_l1_linf_norm": 1.9912285804748535,
37
+ "layer_7_max_spectral_norm": 0.114088274538517,
38
+ "layer_8_update_fnorm": 3.6798529624938965,
39
+ "layer_8_max_l1_linf_norm": 2.032041311264038,
40
+ "layer_8_max_spectral_norm": 0.11387187987565994,
41
+ "layer_9_update_fnorm": 3.701228141784668,
42
+ "layer_9_max_l1_linf_norm": 1.9981138706207275,
43
+ "layer_9_max_spectral_norm": 0.11966712772846222,
44
+ "layer_10_update_fnorm": 3.746375799179077,
45
+ "layer_10_max_l1_linf_norm": 2.0737290382385254,
46
+ "layer_10_max_spectral_norm": 0.12056151777505875,
47
+ "layer_11_update_fnorm": 3.708181858062744,
48
+ "layer_11_max_l1_linf_norm": 2.0708510875701904,
49
+ "layer_11_max_spectral_norm": 0.1204366534948349,
50
+ "layer_12_update_fnorm": 3.866457939147949,
51
+ "layer_12_max_l1_linf_norm": 2.2689435482025146,
52
+ "layer_12_max_spectral_norm": 0.12046311795711517,
53
+ "lm_head_update_fnorm": 33.18886947631836,
54
+ "lm_head_max_l1_linf_norm": 13.727519035339355,
55
+ "lm_head_max_spectral_norm": 6.739250183105469,
56
+ "block0_q_update_fnorm": 1.2455286979675293,
57
+ "block0_q_max_l1_linf_norm": 1.0451412200927734,
58
+ "block0_q_max_spectral_norm": 0.060175590217113495,
59
+ "block0_k_update_fnorm": 1.244551181793213,
60
+ "block0_k_max_l1_linf_norm": 1.0425602197647095,
61
+ "block0_k_max_spectral_norm": 0.060163695365190506,
62
+ "block0_v_update_fnorm": 1.2348246574401855,
63
+ "block0_v_max_l1_linf_norm": 1.0293476581573486,
64
+ "block0_v_max_spectral_norm": 0.060195192694664,
65
+ "block0_o_update_fnorm": 1.2460259199142456,
66
+ "block0_o_max_l1_linf_norm": 1.0419447422027588,
67
+ "block0_o_max_spectral_norm": 0.06019550934433937,
68
+ "block0_mlp_win_update_fnorm": 2.4421029090881348,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.7178993225097656,
70
+ "block0_mlp_win_max_spectral_norm": 0.11373282223939896,
71
+ "block0_mlp_wout_update_fnorm": 1.203863263130188,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9401339292526245,
73
+ "block0_mlp_wout_max_spectral_norm": 0.057035863399505615,
74
+ "block3_q_update_fnorm": 1.223647952079773,
75
+ "block3_q_max_l1_linf_norm": 1.036747932434082,
76
+ "block3_q_max_spectral_norm": 0.06019258126616478,
77
+ "block3_k_update_fnorm": 1.2339438199996948,
78
+ "block3_k_max_l1_linf_norm": 1.051483392715454,
79
+ "block3_k_max_spectral_norm": 0.060211703181266785,
80
+ "block3_v_update_fnorm": 1.2093729972839355,
81
+ "block3_v_max_l1_linf_norm": 1.0379631519317627,
82
+ "block3_v_max_spectral_norm": 0.060196176171302795,
83
+ "block3_o_update_fnorm": 1.2414056062698364,
84
+ "block3_o_max_l1_linf_norm": 1.0430521965026855,
85
+ "block3_o_max_spectral_norm": 0.06023002788424492,
86
+ "block3_mlp_win_update_fnorm": 2.4266912937164307,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8559505939483643,
88
+ "block3_mlp_win_max_spectral_norm": 0.1139269471168518,
89
+ "block3_mlp_wout_update_fnorm": 1.244073510169983,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9661545753479004,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05705050751566887,
92
+ "block7_q_update_fnorm": 1.22655189037323,
93
+ "block7_q_max_l1_linf_norm": 1.1038072109222412,
94
+ "block7_q_max_spectral_norm": 0.060200806707143784,
95
+ "block7_k_update_fnorm": 1.2316482067108154,
96
+ "block7_k_max_l1_linf_norm": 1.078669786453247,
97
+ "block7_k_max_spectral_norm": 0.06021788716316223,
98
+ "block7_v_update_fnorm": 1.223953366279602,
99
+ "block7_v_max_l1_linf_norm": 1.028484582901001,
100
+ "block7_v_max_spectral_norm": 0.06019187718629837,
101
+ "block7_o_update_fnorm": 1.2428933382034302,
102
+ "block7_o_max_l1_linf_norm": 1.0372920036315918,
103
+ "block7_o_max_spectral_norm": 0.06022036820650101,
104
+ "block7_mlp_win_update_fnorm": 2.424980401992798,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.7319926023483276,
106
+ "block7_mlp_win_max_spectral_norm": 0.11387187987565994,
107
+ "block7_mlp_wout_update_fnorm": 1.2635142803192139,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.032041311264038,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05715011805295944,
110
+ "block11_q_update_fnorm": 1.2205091714859009,
111
+ "block11_q_max_l1_linf_norm": 1.0501031875610352,
112
+ "block11_q_max_spectral_norm": 0.06020228564739227,
113
+ "block11_k_update_fnorm": 1.2328755855560303,
114
+ "block11_k_max_l1_linf_norm": 1.071760654449463,
115
+ "block11_k_max_spectral_norm": 0.06018814072012901,
116
+ "block11_v_update_fnorm": 1.1917122602462769,
117
+ "block11_v_max_l1_linf_norm": 1.0333253145217896,
118
+ "block11_v_max_spectral_norm": 0.06019098684191704,
119
+ "block11_o_update_fnorm": 1.228272557258606,
120
+ "block11_o_max_l1_linf_norm": 1.0329310894012451,
121
+ "block11_o_max_spectral_norm": 0.06019951030611992,
122
+ "block11_mlp_win_update_fnorm": 2.6749050617218018,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6923296451568604,
124
+ "block11_mlp_win_max_spectral_norm": 0.12046311795711517,
125
+ "block11_mlp_wout_update_fnorm": 1.362290382385254,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2689435482025146,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06024770438671112,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.002753751177806407,
130
+ "block_total_sharpness": 0.04949108138680458,
131
+ "v_norm_block": 12.864845275878906,
132
+ "v_T_H_v_block": 8.19098424911499,
133
+ "v_norm": 73.94600677490234,
134
+ "ip_v_neg_g_hvp": 0.11623785644769669,
135
+ "cos_v_neg_g_hvp": 0.006854095961898565,
136
+ "g_hvp_norm": 0.229341521859169,
137
+ "ip_v_neg_g_t": 1412.456298828125,
138
+ "cos_v_neg_g_t": 0.016083508729934692,
139
+ "g_t_norm": 1187.6253662109375,
140
+ "g_norm": 0.229341521859169,
141
+ "hv_norm": 0.09858830273151398,
142
+ "cos_v_hv": 0.0013446919620037079,
143
+ "hg_norm": 3.8120651245117188,
144
+ "cos_g_hg": 0.7208400368690491,
145
+ "v_parallel_norm": 0.014144743792712688,
146
+ "v_perp_norm": 73.94600677490234,
147
+ "embed_v_norm": 32.58120346069336,
148
+ "embed_cos_v_neg_g": 0.06639924645423889,
149
+ "value_embed_0_v_norm": 32.14850616455078,
150
+ "value_embed_0_cos_v_neg_g": 0.0577414371073246,
151
+ "value_embed_1_v_norm": 32.575260162353516,
152
+ "value_embed_1_cos_v_neg_g": 0.05974987521767616,
153
+ "value_embed_2_v_norm": 32.32332992553711,
154
+ "value_embed_2_cos_v_neg_g": 0.04916110262274742,
155
+ "layer_1_v_norm": 3.6865735054016113,
156
+ "layer_1_cos_v_neg_g": 0.016314856708049774,
157
+ "layer_2_v_norm": 3.760561943054199,
158
+ "layer_2_cos_v_neg_g": 0.0036953079979866743,
159
+ "layer_3_v_norm": 3.70780348777771,
160
+ "layer_3_cos_v_neg_g": 0.02876812405884266,
161
+ "layer_4_v_norm": 3.6688153743743896,
162
+ "layer_4_cos_v_neg_g": 0.035428646951913834,
163
+ "layer_5_v_norm": 3.6771273612976074,
164
+ "layer_5_cos_v_neg_g": 0.021153414621949196,
165
+ "layer_6_v_norm": 3.6826887130737305,
166
+ "layer_6_cos_v_neg_g": 0.027134649455547333,
167
+ "layer_7_v_norm": 3.6748125553131104,
168
+ "layer_7_cos_v_neg_g": 0.032962918281555176,
169
+ "layer_8_v_norm": 3.6798529624938965,
170
+ "layer_8_cos_v_neg_g": 0.03918830677866936,
171
+ "layer_9_v_norm": 3.701228141784668,
172
+ "layer_9_cos_v_neg_g": 0.042660389095544815,
173
+ "layer_10_v_norm": 3.746375799179077,
174
+ "layer_10_cos_v_neg_g": 0.02436653897166252,
175
+ "layer_11_v_norm": 3.708181858062744,
176
+ "layer_11_cos_v_neg_g": 0.03056563436985016,
177
+ "layer_12_v_norm": 3.8664581775665283,
178
+ "layer_12_cos_v_neg_g": 0.023829830810427666,
179
+ "lm_head_v_norm": 33.18886947631836,
180
+ "lm_head_cos_v_neg_g": 0.0627031996846199,
181
+ "block0_q_v_norm": 1.2455286979675293,
182
+ "block0_q_cos_v_neg_g": 0.0577089749276638,
183
+ "block0_k_v_norm": 1.244551181793213,
184
+ "block0_k_cos_v_neg_g": 0.057566892355680466,
185
+ "block0_v_v_norm": 1.2348246574401855,
186
+ "block0_v_cos_v_neg_g": 0.02846820466220379,
187
+ "block0_o_v_norm": 1.2460259199142456,
188
+ "block0_o_cos_v_neg_g": 0.058161359280347824,
189
+ "block0_mlp_win_v_norm": 2.4421029090881348,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07150411605834961,
191
+ "block0_mlp_wout_v_norm": 1.203863263130188,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06638851761817932,
193
+ "block3_q_v_norm": 1.223647952079773,
194
+ "block3_q_cos_v_neg_g": 0.037863899022340775,
195
+ "block3_k_v_norm": 1.2339438199996948,
196
+ "block3_k_cos_v_neg_g": 0.04459638148546219,
197
+ "block3_v_v_norm": 1.2093729972839355,
198
+ "block3_v_cos_v_neg_g": 0.029777735471725464,
199
+ "block3_o_v_norm": 1.2414056062698364,
200
+ "block3_o_cos_v_neg_g": 0.05627411603927612,
201
+ "block3_mlp_win_v_norm": 2.4266912937164307,
202
+ "block3_mlp_win_cos_v_neg_g": 0.05850357934832573,
203
+ "block3_mlp_wout_v_norm": 1.244073510169983,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07863888144493103,
205
+ "block7_q_v_norm": 1.22655189037323,
206
+ "block7_q_cos_v_neg_g": 0.04283798485994339,
207
+ "block7_k_v_norm": 1.2316482067108154,
208
+ "block7_k_cos_v_neg_g": 0.04798278957605362,
209
+ "block7_v_v_norm": 1.223953366279602,
210
+ "block7_v_cos_v_neg_g": 0.03265541046857834,
211
+ "block7_o_v_norm": 1.2428933382034302,
212
+ "block7_o_cos_v_neg_g": 0.04702621325850487,
213
+ "block7_mlp_win_v_norm": 2.424980401992798,
214
+ "block7_mlp_win_cos_v_neg_g": 0.0596223846077919,
215
+ "block7_mlp_wout_v_norm": 1.2635142803192139,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.08267909288406372,
217
+ "block11_q_v_norm": 1.2205091714859009,
218
+ "block11_q_cos_v_neg_g": 0.029272377490997314,
219
+ "block11_k_v_norm": 1.2328755855560303,
220
+ "block11_k_cos_v_neg_g": 0.04057812690734863,
221
+ "block11_v_v_norm": 1.1917122602462769,
222
+ "block11_v_cos_v_neg_g": 0.02013944275677204,
223
+ "block11_o_v_norm": 1.228272557258606,
224
+ "block11_o_cos_v_neg_g": 0.036958612501621246,
225
+ "block11_mlp_win_v_norm": 2.6749050617218018,
226
+ "block11_mlp_win_cos_v_neg_g": 0.02986157312989235,
227
+ "block11_mlp_wout_v_norm": 1.362290382385254,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04088297858834267,
229
+ "embed_sharpness": 5.28442924405681e-05,
230
+ "value_embed_0_sharpness": 2.334578584850533e-05,
231
+ "value_embed_1_sharpness": 6.707158536300994e-05,
232
+ "value_embed_2_sharpness": 0.00013062133075436577,
233
+ "layer_1_sharpness": 0.0018380481633357704,
234
+ "layer_2_sharpness": 0.0034232338657602668,
235
+ "layer_3_sharpness": -0.0005947523459326476,
236
+ "layer_4_sharpness": 0.00028979821217944846,
237
+ "layer_5_sharpness": 0.0005745247181039304,
238
+ "layer_6_sharpness": 0.0006712163449265063,
239
+ "layer_7_sharpness": 0.0032602177234366536,
240
+ "layer_8_sharpness": 0.012341526802629232,
241
+ "layer_9_sharpness": 0.006262714276090264,
242
+ "layer_10_sharpness": 0.009156831074506044,
243
+ "layer_11_sharpness": 0.01074827159754932,
244
+ "layer_12_sharpness": 0.25658494234085083,
245
+ "lm_head_sharpness": 0.0007383477932307869,
246
+ "block0_q_sharpness": 0.00016222875638050027,
247
+ "block0_k_sharpness": 0.000179137488885317,
248
+ "block0_v_sharpness": 2.4921755539253354e-05,
249
+ "block0_o_sharpness": 0.00013267211397760548,
250
+ "block0_mlp_win_sharpness": 0.0003590239357436076,
251
+ "block0_mlp_wout_sharpness": 0.0023470675223506987,
252
+ "block3_q_sharpness": 1.213482801176724e-05,
253
+ "block3_k_sharpness": 3.5722162465390284e-05,
254
+ "block3_v_sharpness": 0.0008737944590393454,
255
+ "block3_o_sharpness": 0.00034511661215219647,
256
+ "block3_mlp_win_sharpness": 0.0006160129560157657,
257
+ "block3_mlp_wout_sharpness": 0.0012054076069034636,
258
+ "block7_q_sharpness": 0.0008078964601736516,
259
+ "block7_k_sharpness": 0.0012399754486978054,
260
+ "block7_v_sharpness": 0.0038206579629331827,
261
+ "block7_o_sharpness": 0.0009598798351362348,
262
+ "block7_mlp_win_sharpness": 0.0011152054066769779,
263
+ "block7_mlp_wout_sharpness": 0.0018272073939442635,
264
+ "block11_q_sharpness": 0.0032038427889347076,
265
+ "block11_k_sharpness": 0.008554712170735002,
266
+ "block11_v_sharpness": 0.002686306368559599,
267
+ "block11_o_sharpness": 0.017067464534193277,
268
+ "block11_mlp_win_sharpness": 0.03817722760140896,
269
+ "block11_mlp_wout_sharpness": 0.9448607861995697,
270
+ "sum_layer_numerators": 4.495058626650843,
271
+ "block_diag_sharpness": 0.027159778618142665,
272
+ "cross_layer_sharpness": 0.022331302768661916
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/sharpness_step_9500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 74.08009338378906,
3
+ "total_l1_linf_norm": 635713.6875,
4
+ "total_spectral_norm": 74.26224517822266,
5
+ "embed_update_fnorm": 33.0,
6
+ "embed_max_l1_linf_norm": 13.4375,
7
+ "embed_max_spectral_norm": 4.4770002365112305,
8
+ "value_embed_0_update_fnorm": 32.0,
9
+ "value_embed_0_max_l1_linf_norm": 13.3125,
10
+ "value_embed_0_max_spectral_norm": 2.51908278465271,
11
+ "value_embed_1_update_fnorm": 32.5,
12
+ "value_embed_1_max_l1_linf_norm": 13.3125,
13
+ "value_embed_1_max_spectral_norm": 2.861586332321167,
14
+ "value_embed_2_update_fnorm": 32.5,
15
+ "value_embed_2_max_l1_linf_norm": 13.3125,
16
+ "value_embed_2_max_spectral_norm": 2.5130226612091064,
17
+ "layer_1_update_fnorm": 3.670337200164795,
18
+ "layer_1_max_l1_linf_norm": 1.9307823181152344,
19
+ "layer_1_max_spectral_norm": 0.11401013284921646,
20
+ "layer_2_update_fnorm": 3.754547595977783,
21
+ "layer_2_max_l1_linf_norm": 2.0135583877563477,
22
+ "layer_2_max_spectral_norm": 0.12044624984264374,
23
+ "layer_3_update_fnorm": 3.700608015060425,
24
+ "layer_3_max_l1_linf_norm": 2.0100436210632324,
25
+ "layer_3_max_spectral_norm": 0.120518259704113,
26
+ "layer_4_update_fnorm": 3.663466691970825,
27
+ "layer_4_max_l1_linf_norm": 1.9457849264144897,
28
+ "layer_4_max_spectral_norm": 0.11620265245437622,
29
+ "layer_5_update_fnorm": 3.668421745300293,
30
+ "layer_5_max_l1_linf_norm": 1.9492191076278687,
31
+ "layer_5_max_spectral_norm": 0.11562155932188034,
32
+ "layer_6_update_fnorm": 3.6790201663970947,
33
+ "layer_6_max_l1_linf_norm": 1.9755666255950928,
34
+ "layer_6_max_spectral_norm": 0.11406391859054565,
35
+ "layer_7_update_fnorm": 3.666579246520996,
36
+ "layer_7_max_l1_linf_norm": 1.9876154661178589,
37
+ "layer_7_max_spectral_norm": 0.11453990638256073,
38
+ "layer_8_update_fnorm": 3.670973062515259,
39
+ "layer_8_max_l1_linf_norm": 2.035379648208618,
40
+ "layer_8_max_spectral_norm": 0.115154929459095,
41
+ "layer_9_update_fnorm": 3.7116551399230957,
42
+ "layer_9_max_l1_linf_norm": 1.9953858852386475,
43
+ "layer_9_max_spectral_norm": 0.12002763897180557,
44
+ "layer_10_update_fnorm": 3.7586567401885986,
45
+ "layer_10_max_l1_linf_norm": 2.0518417358398438,
46
+ "layer_10_max_spectral_norm": 0.12058508396148682,
47
+ "layer_11_update_fnorm": 3.7178213596343994,
48
+ "layer_11_max_l1_linf_norm": 2.0579309463500977,
49
+ "layer_11_max_spectral_norm": 0.12050727754831314,
50
+ "layer_12_update_fnorm": 3.8836379051208496,
51
+ "layer_12_max_l1_linf_norm": 2.2911877632141113,
52
+ "layer_12_max_spectral_norm": 0.12052842229604721,
53
+ "lm_head_update_fnorm": 33.14297866821289,
54
+ "lm_head_max_l1_linf_norm": 13.672637939453125,
55
+ "lm_head_max_spectral_norm": 6.032333850860596,
56
+ "block0_q_update_fnorm": 1.2460576295852661,
57
+ "block0_q_max_l1_linf_norm": 1.0490126609802246,
58
+ "block0_q_max_spectral_norm": 0.06018943339586258,
59
+ "block0_k_update_fnorm": 1.244953989982605,
60
+ "block0_k_max_l1_linf_norm": 1.0451817512512207,
61
+ "block0_k_max_spectral_norm": 0.060164935886859894,
62
+ "block0_v_update_fnorm": 1.2262170314788818,
63
+ "block0_v_max_l1_linf_norm": 1.0308916568756104,
64
+ "block0_v_max_spectral_norm": 0.06018945202231407,
65
+ "block0_o_update_fnorm": 1.2454818487167358,
66
+ "block0_o_max_l1_linf_norm": 1.0397140979766846,
67
+ "block0_o_max_spectral_norm": 0.060193195939064026,
68
+ "block0_mlp_win_update_fnorm": 2.422320604324341,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.6379728317260742,
70
+ "block0_mlp_win_max_spectral_norm": 0.11401013284921646,
71
+ "block0_mlp_wout_update_fnorm": 1.202593445777893,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9307823181152344,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05705881118774414,
74
+ "block3_q_update_fnorm": 1.2169564962387085,
75
+ "block3_q_max_l1_linf_norm": 1.0369946956634521,
76
+ "block3_q_max_spectral_norm": 0.060187194496393204,
77
+ "block3_k_update_fnorm": 1.233491063117981,
78
+ "block3_k_max_l1_linf_norm": 1.0528969764709473,
79
+ "block3_k_max_spectral_norm": 0.06019829586148262,
80
+ "block3_v_update_fnorm": 1.1949832439422607,
81
+ "block3_v_max_l1_linf_norm": 1.0227645635604858,
82
+ "block3_v_max_spectral_norm": 0.06019256263971329,
83
+ "block3_o_update_fnorm": 1.2391501665115356,
84
+ "block3_o_max_l1_linf_norm": 1.0321303606033325,
85
+ "block3_o_max_spectral_norm": 0.06020854786038399,
86
+ "block3_mlp_win_update_fnorm": 2.433603525161743,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.888993263244629,
88
+ "block3_mlp_win_max_spectral_norm": 0.11620265245437622,
89
+ "block3_mlp_wout_update_fnorm": 1.2379491329193115,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9457849264144897,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05691549554467201,
92
+ "block7_q_update_fnorm": 1.218277931213379,
93
+ "block7_q_max_l1_linf_norm": 1.0770647525787354,
94
+ "block7_q_max_spectral_norm": 0.060187675058841705,
95
+ "block7_k_update_fnorm": 1.2272989749908447,
96
+ "block7_k_max_l1_linf_norm": 1.0748295783996582,
97
+ "block7_k_max_spectral_norm": 0.060212016105651855,
98
+ "block7_v_update_fnorm": 1.2138932943344116,
99
+ "block7_v_max_l1_linf_norm": 1.0356385707855225,
100
+ "block7_v_max_spectral_norm": 0.06021210178732872,
101
+ "block7_o_update_fnorm": 1.237852692604065,
102
+ "block7_o_max_l1_linf_norm": 1.0399640798568726,
103
+ "block7_o_max_spectral_norm": 0.060220636427402496,
104
+ "block7_mlp_win_update_fnorm": 2.4277052879333496,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.75052809715271,
106
+ "block7_mlp_win_max_spectral_norm": 0.115154929459095,
107
+ "block7_mlp_wout_update_fnorm": 1.2592889070510864,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.035379648208618,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05709006264805794,
110
+ "block11_q_update_fnorm": 1.211228370666504,
111
+ "block11_q_max_l1_linf_norm": 1.0379027128219604,
112
+ "block11_q_max_spectral_norm": 0.060202114284038544,
113
+ "block11_k_update_fnorm": 1.227149248123169,
114
+ "block11_k_max_l1_linf_norm": 1.0698810815811157,
115
+ "block11_k_max_spectral_norm": 0.0601968951523304,
116
+ "block11_v_update_fnorm": 1.146886944770813,
117
+ "block11_v_max_l1_linf_norm": 1.048102855682373,
118
+ "block11_v_max_spectral_norm": 0.060176413506269455,
119
+ "block11_o_update_fnorm": 1.2262563705444336,
120
+ "block11_o_max_l1_linf_norm": 1.024707317352295,
121
+ "block11_o_max_spectral_norm": 0.0602407306432724,
122
+ "block11_mlp_win_update_fnorm": 2.7279577255249023,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.6945641040802002,
124
+ "block11_mlp_win_max_spectral_norm": 0.12052842229604721,
125
+ "block11_mlp_wout_update_fnorm": 1.3596961498260498,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2911877632141113,
127
+ "block11_mlp_wout_max_spectral_norm": 0.060242507606744766,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.002355308854021132,
130
+ "block_total_sharpness": 0.042116543278098106,
131
+ "v_norm_block": 12.860970497131348,
132
+ "v_T_H_v_block": 6.966269016265869,
133
+ "v_norm": 74.26223754882812,
134
+ "ip_v_neg_g_hvp": 0.1252632737159729,
135
+ "cos_v_neg_g_hvp": 0.00825581792742014,
136
+ "g_hvp_norm": 0.20431281626224518,
137
+ "ip_v_neg_g_t": 1514.538818359375,
138
+ "cos_v_neg_g_t": 0.016692431643605232,
139
+ "g_t_norm": 1221.7794189453125,
140
+ "g_norm": 0.20431281626224518,
141
+ "hv_norm": 0.10912756621837616,
142
+ "cos_v_hv": 0.0010434946743771434,
143
+ "hg_norm": 1.8079110383987427,
144
+ "cos_g_hg": 0.48188790678977966,
145
+ "v_parallel_norm": 0.02150418795645237,
146
+ "v_perp_norm": 74.26223754882812,
147
+ "embed_v_norm": 33.03936767578125,
148
+ "embed_cos_v_neg_g": 0.06855154037475586,
149
+ "value_embed_0_v_norm": 32.17507553100586,
150
+ "value_embed_0_cos_v_neg_g": 0.055559221655130386,
151
+ "value_embed_1_v_norm": 32.61700439453125,
152
+ "value_embed_1_cos_v_neg_g": 0.06092694401741028,
153
+ "value_embed_2_v_norm": 32.56248092651367,
154
+ "value_embed_2_cos_v_neg_g": 0.054842278361320496,
155
+ "layer_1_v_norm": 3.670337200164795,
156
+ "layer_1_cos_v_neg_g": 0.008915814571082592,
157
+ "layer_2_v_norm": 3.754547595977783,
158
+ "layer_2_cos_v_neg_g": 0.008719133213162422,
159
+ "layer_3_v_norm": 3.700608015060425,
160
+ "layer_3_cos_v_neg_g": 0.04470248520374298,
161
+ "layer_4_v_norm": 3.663466691970825,
162
+ "layer_4_cos_v_neg_g": 0.048483509570360184,
163
+ "layer_5_v_norm": 3.668421745300293,
164
+ "layer_5_cos_v_neg_g": 0.03587179630994797,
165
+ "layer_6_v_norm": 3.6790201663970947,
166
+ "layer_6_cos_v_neg_g": 0.03073108196258545,
167
+ "layer_7_v_norm": 3.666579246520996,
168
+ "layer_7_cos_v_neg_g": 0.028407907113432884,
169
+ "layer_8_v_norm": 3.670973062515259,
170
+ "layer_8_cos_v_neg_g": 0.019358426332473755,
171
+ "layer_9_v_norm": 3.7116551399230957,
172
+ "layer_9_cos_v_neg_g": 0.036593977361917496,
173
+ "layer_10_v_norm": 3.7586567401885986,
174
+ "layer_10_cos_v_neg_g": 0.025305598974227905,
175
+ "layer_11_v_norm": 3.7178213596343994,
176
+ "layer_11_cos_v_neg_g": 0.03618254512548447,
177
+ "layer_12_v_norm": 3.8836376667022705,
178
+ "layer_12_cos_v_neg_g": 0.0243439469486475,
179
+ "lm_head_v_norm": 33.14297866821289,
180
+ "lm_head_cos_v_neg_g": 0.06336639076471329,
181
+ "block0_q_v_norm": 1.2460576295852661,
182
+ "block0_q_cos_v_neg_g": 0.06547295302152634,
183
+ "block0_k_v_norm": 1.244953989982605,
184
+ "block0_k_cos_v_neg_g": 0.06534504145383835,
185
+ "block0_v_v_norm": 1.2262170314788818,
186
+ "block0_v_cos_v_neg_g": 0.055174775421619415,
187
+ "block0_o_v_norm": 1.2454818487167358,
188
+ "block0_o_cos_v_neg_g": 0.06215785816311836,
189
+ "block0_mlp_win_v_norm": 2.422320604324341,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07463892549276352,
191
+ "block0_mlp_wout_v_norm": 1.202593445777893,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.07364898175001144,
193
+ "block3_q_v_norm": 1.2169564962387085,
194
+ "block3_q_cos_v_neg_g": 0.041922491043806076,
195
+ "block3_k_v_norm": 1.233491063117981,
196
+ "block3_k_cos_v_neg_g": 0.0531168133020401,
197
+ "block3_v_v_norm": 1.1949832439422607,
198
+ "block3_v_cos_v_neg_g": 0.03332335501909256,
199
+ "block3_o_v_norm": 1.2391501665115356,
200
+ "block3_o_cos_v_neg_g": 0.06125563010573387,
201
+ "block3_mlp_win_v_norm": 2.433603525161743,
202
+ "block3_mlp_win_cos_v_neg_g": 0.06450626999139786,
203
+ "block3_mlp_wout_v_norm": 1.2379491329193115,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.08734248578548431,
205
+ "block7_q_v_norm": 1.218277931213379,
206
+ "block7_q_cos_v_neg_g": 0.04655628278851509,
207
+ "block7_k_v_norm": 1.2272989749908447,
208
+ "block7_k_cos_v_neg_g": 0.05060744658112526,
209
+ "block7_v_v_norm": 1.2138932943344116,
210
+ "block7_v_cos_v_neg_g": 0.039622776210308075,
211
+ "block7_o_v_norm": 1.237852692604065,
212
+ "block7_o_cos_v_neg_g": 0.05318029224872589,
213
+ "block7_mlp_win_v_norm": 2.4277052879333496,
214
+ "block7_mlp_win_cos_v_neg_g": 0.06172051653265953,
215
+ "block7_mlp_wout_v_norm": 1.2592889070510864,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.0861591026186943,
217
+ "block11_q_v_norm": 1.211228370666504,
218
+ "block11_q_cos_v_neg_g": 0.02676609717309475,
219
+ "block11_k_v_norm": 1.227149248123169,
220
+ "block11_k_cos_v_neg_g": 0.040329497307538986,
221
+ "block11_v_v_norm": 1.146886944770813,
222
+ "block11_v_cos_v_neg_g": 0.020930524915456772,
223
+ "block11_o_v_norm": 1.2262563705444336,
224
+ "block11_o_cos_v_neg_g": 0.03336969017982483,
225
+ "block11_mlp_win_v_norm": 2.7279577255249023,
226
+ "block11_mlp_win_cos_v_neg_g": 0.02624158002436161,
227
+ "block11_mlp_wout_v_norm": 1.3596961498260498,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.03606842830777168,
229
+ "embed_sharpness": 6.044842484698165e-05,
230
+ "value_embed_0_sharpness": 1.6470993614348117e-05,
231
+ "value_embed_1_sharpness": 4.3316243136359844e-05,
232
+ "value_embed_2_sharpness": 0.00015475154214072973,
233
+ "layer_1_sharpness": -0.00021587238006759435,
234
+ "layer_2_sharpness": 0.010447627399116755,
235
+ "layer_3_sharpness": 0.0006903705216245726,
236
+ "layer_4_sharpness": 0.0017158389673568308,
237
+ "layer_5_sharpness": -0.00011539306069607846,
238
+ "layer_6_sharpness": -0.00025240774266421795,
239
+ "layer_7_sharpness": -0.00041290782974101603,
240
+ "layer_8_sharpness": 0.007344473619014025,
241
+ "layer_9_sharpness": 0.0018812533817254007,
242
+ "layer_10_sharpness": 0.0028715544613078237,
243
+ "layer_11_sharpness": 0.006061424966901541,
244
+ "layer_12_sharpness": 0.15302961319684982,
245
+ "lm_head_sharpness": 0.0011941184930037707,
246
+ "block0_q_sharpness": 0.00011806264228653163,
247
+ "block0_k_sharpness": 0.00010626145740388893,
248
+ "block0_v_sharpness": 0.00016191530812648125,
249
+ "block0_o_sharpness": 0.0002811387457768433,
250
+ "block0_mlp_win_sharpness": 0.0004979920922778547,
251
+ "block0_mlp_wout_sharpness": 0.0024963284377008677,
252
+ "block3_q_sharpness": 0.000352569499227684,
253
+ "block3_k_sharpness": 0.00016245297229033895,
254
+ "block3_v_sharpness": 0.0007800094317644835,
255
+ "block3_o_sharpness": 0.00032408037077402696,
256
+ "block3_mlp_win_sharpness": 0.0007748094212729484,
257
+ "block3_mlp_wout_sharpness": 0.0017590784118510783,
258
+ "block7_q_sharpness": 0.0060543701983988285,
259
+ "block7_k_sharpness": 0.0018190565169788897,
260
+ "block7_v_sharpness": 0.005714765517041087,
261
+ "block7_o_sharpness": 0.001483350119087845,
262
+ "block7_mlp_win_sharpness": 0.0011768771801143885,
263
+ "block7_mlp_wout_sharpness": 0.0015552158583886921,
264
+ "block11_q_sharpness": 0.0026624072925187647,
265
+ "block11_k_sharpness": 0.005330512532964349,
266
+ "block11_v_sharpness": 0.003669494530186057,
267
+ "block11_o_sharpness": 0.010942288907244802,
268
+ "block11_mlp_win_sharpness": 0.028216833248734474,
269
+ "block11_mlp_wout_sharpness": 0.5691294819116592,
270
+ "sum_layer_numerators": 2.723662629895754,
271
+ "block_diag_sharpness": 0.016466671746252402,
272
+ "cross_layer_sharpness": 0.025649871531845704
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_43/training_log_848ba47e-5261-4741-9489-a058bf734fdd.txt ADDED
The diff for this file is too large to render. See raw diff
 
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_44/config.json ADDED
@@ -0,0 +1,28 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "cli_args": {
3
+ "unet": false,
4
+ "seed": 44,
5
+ "optimizer_mode": 0,
6
+ "model_parameterization": "qkvo",
7
+ "adam_lr": 0.02,
8
+ "muon_lr": 0.05,
9
+ "base_dir": "/home/aiops/zhangfz/MUON_sharpness/logs_sharpness_clean/layer_wise",
10
+ "analyze_sharpness": true,
11
+ "sharpness_analysis_interval": 500,
12
+ "hvp_seq_fraction": 0.125
13
+ },
14
+ "hyperparameters": {
15
+ "train_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_train_*.bin",
16
+ "val_files": "/home/aiops/zhangfz/MUON_theory/modded-nanogpt/data/fineweb10B/fineweb_val_*.bin",
17
+ "val_tokens": 1966080,
18
+ "train_seq_len": 12288,
19
+ "val_seq_len": 65536,
20
+ "num_iterations": 10000,
21
+ "cooldown_frac": 0,
22
+ "vocab_size": 50257,
23
+ "val_loss_every": 500,
24
+ "save_checkpoint": false
25
+ },
26
+ "run_uuid_for_log": "dd67a1f6-7205-4018-8c9c-a76b43f4fb72",
27
+ "code_sha256": "4c94990a9f24ec348ce6a84d8c994f027ae9c4f7ee0a5dbad22e76ffa1049799"
28
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_44/sharpness_step_1000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.5980224609375,
3
+ "total_l1_linf_norm": 678708.125,
4
+ "total_spectral_norm": 73.59901428222656,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.5,
7
+ "embed_max_spectral_norm": 6.321413993835449,
8
+ "value_embed_0_update_fnorm": 32.0,
9
+ "value_embed_0_max_l1_linf_norm": 13.5625,
10
+ "value_embed_0_max_spectral_norm": 3.2689380645751953,
11
+ "value_embed_1_update_fnorm": 32.25,
12
+ "value_embed_1_max_l1_linf_norm": 13.5625,
13
+ "value_embed_1_max_spectral_norm": 4.63446569442749,
14
+ "value_embed_2_update_fnorm": 32.0,
15
+ "value_embed_2_max_l1_linf_norm": 13.5,
16
+ "value_embed_2_max_spectral_norm": 3.7043392658233643,
17
+ "layer_1_update_fnorm": 3.718655586242676,
18
+ "layer_1_max_l1_linf_norm": 2.0028371810913086,
19
+ "layer_1_max_spectral_norm": 0.11372921615839005,
20
+ "layer_2_update_fnorm": 3.744340658187866,
21
+ "layer_2_max_l1_linf_norm": 2.0979857444763184,
22
+ "layer_2_max_spectral_norm": 0.12046708911657333,
23
+ "layer_3_update_fnorm": 3.7211523056030273,
24
+ "layer_3_max_l1_linf_norm": 1.909440040588379,
25
+ "layer_3_max_spectral_norm": 0.12042541801929474,
26
+ "layer_4_update_fnorm": 3.706162929534912,
27
+ "layer_4_max_l1_linf_norm": 1.9100414514541626,
28
+ "layer_4_max_spectral_norm": 0.12043061852455139,
29
+ "layer_5_update_fnorm": 3.7238190174102783,
30
+ "layer_5_max_l1_linf_norm": 1.8712741136550903,
31
+ "layer_5_max_spectral_norm": 0.12043094635009766,
32
+ "layer_6_update_fnorm": 3.726547956466675,
33
+ "layer_6_max_l1_linf_norm": 1.9281965494155884,
34
+ "layer_6_max_spectral_norm": 0.1204109713435173,
35
+ "layer_7_update_fnorm": 3.7356395721435547,
36
+ "layer_7_max_l1_linf_norm": 1.9517717361450195,
37
+ "layer_7_max_spectral_norm": 0.12043987214565277,
38
+ "layer_8_update_fnorm": 3.7295916080474854,
39
+ "layer_8_max_l1_linf_norm": 1.9949676990509033,
40
+ "layer_8_max_spectral_norm": 0.12044641375541687,
41
+ "layer_9_update_fnorm": 3.752509593963623,
42
+ "layer_9_max_l1_linf_norm": 1.899916410446167,
43
+ "layer_9_max_spectral_norm": 0.12044248729944229,
44
+ "layer_10_update_fnorm": 3.735623598098755,
45
+ "layer_10_max_l1_linf_norm": 1.8798844814300537,
46
+ "layer_10_max_spectral_norm": 0.12057474255561829,
47
+ "layer_11_update_fnorm": 3.730057954788208,
48
+ "layer_11_max_l1_linf_norm": 1.965962529182434,
49
+ "layer_11_max_spectral_norm": 0.12055353075265884,
50
+ "layer_12_update_fnorm": 3.775527000427246,
51
+ "layer_12_max_l1_linf_norm": 2.1666336059570312,
52
+ "layer_12_max_spectral_norm": 0.12055430561304092,
53
+ "lm_head_update_fnorm": 33.48755645751953,
54
+ "lm_head_max_l1_linf_norm": 14.344086647033691,
55
+ "lm_head_max_spectral_norm": 8.183029174804688,
56
+ "block0_q_update_fnorm": 1.2537505626678467,
57
+ "block0_q_max_l1_linf_norm": 1.064882516860962,
58
+ "block0_q_max_spectral_norm": 0.06015948951244354,
59
+ "block0_k_update_fnorm": 1.2494670152664185,
60
+ "block0_k_max_l1_linf_norm": 1.0502448081970215,
61
+ "block0_k_max_spectral_norm": 0.06015537306666374,
62
+ "block0_v_update_fnorm": 1.238936424255371,
63
+ "block0_v_max_l1_linf_norm": 1.039026141166687,
64
+ "block0_v_max_spectral_norm": 0.060199838131666183,
65
+ "block0_o_update_fnorm": 1.2384943962097168,
66
+ "block0_o_max_l1_linf_norm": 1.029929757118225,
67
+ "block0_o_max_spectral_norm": 0.060202669352293015,
68
+ "block0_mlp_win_update_fnorm": 2.462024688720703,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.7175908088684082,
70
+ "block0_mlp_win_max_spectral_norm": 0.11372921615839005,
71
+ "block0_mlp_wout_update_fnorm": 1.2508703470230103,
72
+ "block0_mlp_wout_max_l1_linf_norm": 2.0028371810913086,
73
+ "block0_mlp_wout_max_spectral_norm": 0.06021158769726753,
74
+ "block3_q_update_fnorm": 1.1746145486831665,
75
+ "block3_q_max_l1_linf_norm": 1.0419776439666748,
76
+ "block3_q_max_spectral_norm": 0.06019878387451172,
77
+ "block3_k_update_fnorm": 1.2068581581115723,
78
+ "block3_k_max_l1_linf_norm": 1.0406098365783691,
79
+ "block3_k_max_spectral_norm": 0.0601808987557888,
80
+ "block3_v_update_fnorm": 1.1416066884994507,
81
+ "block3_v_max_l1_linf_norm": 1.0328197479248047,
82
+ "block3_v_max_spectral_norm": 0.060193367302417755,
83
+ "block3_o_update_fnorm": 1.2086949348449707,
84
+ "block3_o_max_l1_linf_norm": 1.0147576332092285,
85
+ "block3_o_max_spectral_norm": 0.06017692759633064,
86
+ "block3_mlp_win_update_fnorm": 2.580944299697876,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.9100414514541626,
88
+ "block3_mlp_win_max_spectral_norm": 0.12043061852455139,
89
+ "block3_mlp_wout_update_fnorm": 1.2139768600463867,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.853337049484253,
91
+ "block3_mlp_wout_max_spectral_norm": 0.057043563574552536,
92
+ "block7_q_update_fnorm": 1.1631590127944946,
93
+ "block7_q_max_l1_linf_norm": 1.0661983489990234,
94
+ "block7_q_max_spectral_norm": 0.06018131971359253,
95
+ "block7_k_update_fnorm": 1.1842619180679321,
96
+ "block7_k_max_l1_linf_norm": 1.0835838317871094,
97
+ "block7_k_max_spectral_norm": 0.06018484756350517,
98
+ "block7_v_update_fnorm": 1.1488218307495117,
99
+ "block7_v_max_l1_linf_norm": 1.0138546228408813,
100
+ "block7_v_max_spectral_norm": 0.06019197404384613,
101
+ "block7_o_update_fnorm": 1.2085152864456177,
102
+ "block7_o_max_l1_linf_norm": 1.011197805404663,
103
+ "block7_o_max_spectral_norm": 0.06016436591744423,
104
+ "block7_mlp_win_update_fnorm": 2.626084327697754,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.9949676990509033,
106
+ "block7_mlp_win_max_spectral_norm": 0.12044641375541687,
107
+ "block7_mlp_wout_update_fnorm": 1.2155359983444214,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.839416265487671,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05684814974665642,
110
+ "block11_q_update_fnorm": 1.1965264081954956,
111
+ "block11_q_max_l1_linf_norm": 1.043159008026123,
112
+ "block11_q_max_spectral_norm": 0.06020548567175865,
113
+ "block11_k_update_fnorm": 1.2160035371780396,
114
+ "block11_k_max_l1_linf_norm": 1.0491278171539307,
115
+ "block11_k_max_spectral_norm": 0.060197751969099045,
116
+ "block11_v_update_fnorm": 1.171699047088623,
117
+ "block11_v_max_l1_linf_norm": 0.9965612888336182,
118
+ "block11_v_max_spectral_norm": 0.060216449201107025,
119
+ "block11_o_update_fnorm": 1.2367215156555176,
120
+ "block11_o_max_l1_linf_norm": 1.0375046730041504,
121
+ "block11_o_max_spectral_norm": 0.06021388620138168,
122
+ "block11_mlp_win_update_fnorm": 2.5764822959899902,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.9232245683670044,
124
+ "block11_mlp_win_max_spectral_norm": 0.12055430561304092,
125
+ "block11_mlp_wout_update_fnorm": 1.3428350687026978,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.1666336059570312,
127
+ "block11_mlp_wout_max_spectral_norm": 0.0602298378944397,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.00983699457719922,
130
+ "block_total_sharpness": 0.23492959141731262,
131
+ "v_norm_block": 12.932676315307617,
132
+ "v_T_H_v_block": 39.29293727874756,
133
+ "v_norm": 73.59899139404297,
134
+ "ip_v_neg_g_hvp": 0.17859035730361938,
135
+ "cos_v_neg_g_hvp": 0.003942516632378101,
136
+ "g_hvp_norm": 0.6154780983924866,
137
+ "ip_v_neg_g_t": 2527.240234375,
138
+ "cos_v_neg_g_t": 0.02535833790898323,
139
+ "g_t_norm": 1354.10986328125,
140
+ "g_norm": 0.6154780983924866,
141
+ "hv_norm": 0.4840986728668213,
142
+ "cos_v_hv": 0.0009736642823554575,
143
+ "hg_norm": 19.602628707885742,
144
+ "cos_g_hg": 0.7977854609489441,
145
+ "v_parallel_norm": 0.006152341142296791,
146
+ "v_perp_norm": 73.59899139404297,
147
+ "embed_v_norm": 32.29475021362305,
148
+ "embed_cos_v_neg_g": 0.05535828694701195,
149
+ "value_embed_0_v_norm": 31.984052658081055,
150
+ "value_embed_0_cos_v_neg_g": 0.051503684371709824,
151
+ "value_embed_1_v_norm": 32.1933479309082,
152
+ "value_embed_1_cos_v_neg_g": 0.052582208067178726,
153
+ "value_embed_2_v_norm": 32.02813720703125,
154
+ "value_embed_2_cos_v_neg_g": 0.05476831644773483,
155
+ "layer_1_v_norm": 3.718655586242676,
156
+ "layer_1_cos_v_neg_g": 0.019594358280301094,
157
+ "layer_2_v_norm": 3.744340658187866,
158
+ "layer_2_cos_v_neg_g": 0.0020727405790239573,
159
+ "layer_3_v_norm": 3.7211523056030273,
160
+ "layer_3_cos_v_neg_g": 0.024722164496779442,
161
+ "layer_4_v_norm": 3.706162929534912,
162
+ "layer_4_cos_v_neg_g": 0.02382724918425083,
163
+ "layer_5_v_norm": 3.7238190174102783,
164
+ "layer_5_cos_v_neg_g": 0.018598448485136032,
165
+ "layer_6_v_norm": 3.726547956466675,
166
+ "layer_6_cos_v_neg_g": 0.02558710239827633,
167
+ "layer_7_v_norm": 3.7356395721435547,
168
+ "layer_7_cos_v_neg_g": 0.025387682020664215,
169
+ "layer_8_v_norm": 3.7295916080474854,
170
+ "layer_8_cos_v_neg_g": 0.017914120107889175,
171
+ "layer_9_v_norm": 3.752509593963623,
172
+ "layer_9_cos_v_neg_g": 0.019866634160280228,
173
+ "layer_10_v_norm": 3.735623598098755,
174
+ "layer_10_cos_v_neg_g": 0.011696422472596169,
175
+ "layer_11_v_norm": 3.730057954788208,
176
+ "layer_11_cos_v_neg_g": 0.021259412169456482,
177
+ "layer_12_v_norm": 3.775527000427246,
178
+ "layer_12_cos_v_neg_g": 0.02323661558330059,
179
+ "lm_head_v_norm": 33.48755645751953,
180
+ "lm_head_cos_v_neg_g": 0.06628233939409256,
181
+ "block0_q_v_norm": 1.2537505626678467,
182
+ "block0_q_cos_v_neg_g": 0.03621319681406021,
183
+ "block0_k_v_norm": 1.2494670152664185,
184
+ "block0_k_cos_v_neg_g": 0.03456657752394676,
185
+ "block0_v_v_norm": 1.238936424255371,
186
+ "block0_v_cos_v_neg_g": 0.022844912484288216,
187
+ "block0_o_v_norm": 1.2384943962097168,
188
+ "block0_o_cos_v_neg_g": 0.03255844861268997,
189
+ "block0_mlp_win_v_norm": 2.462024688720703,
190
+ "block0_mlp_win_cos_v_neg_g": 0.06389520317316055,
191
+ "block0_mlp_wout_v_norm": 1.2508703470230103,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.04587824270129204,
193
+ "block3_q_v_norm": 1.1746145486831665,
194
+ "block3_q_cos_v_neg_g": 0.013480722904205322,
195
+ "block3_k_v_norm": 1.2068581581115723,
196
+ "block3_k_cos_v_neg_g": 0.017451267689466476,
197
+ "block3_v_v_norm": 1.1416066884994507,
198
+ "block3_v_cos_v_neg_g": 0.014712691307067871,
199
+ "block3_o_v_norm": 1.2086949348449707,
200
+ "block3_o_cos_v_neg_g": 0.030810492113232613,
201
+ "block3_mlp_win_v_norm": 2.580944299697876,
202
+ "block3_mlp_win_cos_v_neg_g": 0.038119398057460785,
203
+ "block3_mlp_wout_v_norm": 1.2139768600463867,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.05865603685379028,
205
+ "block7_q_v_norm": 1.1631590127944946,
206
+ "block7_q_cos_v_neg_g": 0.019506216049194336,
207
+ "block7_k_v_norm": 1.1842619180679321,
208
+ "block7_k_cos_v_neg_g": 0.030324608087539673,
209
+ "block7_v_v_norm": 1.1488218307495117,
210
+ "block7_v_cos_v_neg_g": 0.020429784432053566,
211
+ "block7_o_v_norm": 1.2085152864456177,
212
+ "block7_o_cos_v_neg_g": 0.0313827320933342,
213
+ "block7_mlp_win_v_norm": 2.626084327697754,
214
+ "block7_mlp_win_cos_v_neg_g": 0.03576543554663658,
215
+ "block7_mlp_wout_v_norm": 1.2155359983444214,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.06814219057559967,
217
+ "block11_q_v_norm": 1.1965264081954956,
218
+ "block11_q_cos_v_neg_g": 0.02609691023826599,
219
+ "block11_k_v_norm": 1.2160035371780396,
220
+ "block11_k_cos_v_neg_g": 0.032976675778627396,
221
+ "block11_v_v_norm": 1.171699047088623,
222
+ "block11_v_cos_v_neg_g": 0.025995884090662003,
223
+ "block11_o_v_norm": 1.2367215156555176,
224
+ "block11_o_cos_v_neg_g": 0.04374052584171295,
225
+ "block11_mlp_win_v_norm": 2.5764822959899902,
226
+ "block11_mlp_win_cos_v_neg_g": 0.041546955704689026,
227
+ "block11_mlp_wout_v_norm": 1.3428350687026978,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04573114588856697,
229
+ "embed_sharpness": 0.00020166684407740831,
230
+ "value_embed_0_sharpness": 3.484410081000533e-05,
231
+ "value_embed_1_sharpness": 4.3665835619322024e-05,
232
+ "value_embed_2_sharpness": 0.00011229697338421829,
233
+ "layer_1_sharpness": 0.03295823838561773,
234
+ "layer_2_sharpness": 0.01140613853931427,
235
+ "layer_3_sharpness": 0.011965497862547636,
236
+ "layer_4_sharpness": 0.017750170547515154,
237
+ "layer_5_sharpness": 0.020727721508592367,
238
+ "layer_6_sharpness": 0.023097462952136993,
239
+ "layer_7_sharpness": 0.017659650184214115,
240
+ "layer_8_sharpness": 0.06447267159819603,
241
+ "layer_9_sharpness": 0.021443668752908707,
242
+ "layer_10_sharpness": 0.029458260163664818,
243
+ "layer_11_sharpness": 0.026131343096494675,
244
+ "layer_12_sharpness": 0.431457057595253,
245
+ "lm_head_sharpness": 0.001990330230910331,
246
+ "block0_q_sharpness": 0.0007083789969328791,
247
+ "block0_k_sharpness": 0.0007761299202684313,
248
+ "block0_v_sharpness": 0.00015984371202648617,
249
+ "block0_o_sharpness": 0.000914601405384019,
250
+ "block0_mlp_win_sharpness": 0.007476960774511099,
251
+ "block0_mlp_wout_sharpness": 0.04306938964873552,
252
+ "block3_q_sharpness": 0.007930878549814224,
253
+ "block3_k_sharpness": 0.002895316283684224,
254
+ "block3_v_sharpness": 0.016556486953049898,
255
+ "block3_o_sharpness": 0.005466552916914225,
256
+ "block3_mlp_win_sharpness": 0.0057138766860589385,
257
+ "block3_mlp_wout_sharpness": 0.010181213496252894,
258
+ "block7_q_sharpness": 0.02365526184439659,
259
+ "block7_k_sharpness": 0.02505279053002596,
260
+ "block7_v_sharpness": 0.043943820521235466,
261
+ "block7_o_sharpness": 0.0202083857730031,
262
+ "block7_mlp_win_sharpness": 0.0026939710951410234,
263
+ "block7_mlp_wout_sharpness": 0.005399952759034932,
264
+ "block11_q_sharpness": 0.019465581513941288,
265
+ "block11_k_sharpness": 0.027609005570411682,
266
+ "block11_v_sharpness": 0.03499760292470455,
267
+ "block11_o_sharpness": 0.02066067047417164,
268
+ "block11_mlp_win_sharpness": 0.15761450305581093,
269
+ "block11_mlp_wout_sharpness": 0.4795430302619934,
270
+ "sum_layer_numerators": 10.003468046026267,
271
+ "block_diag_sharpness": 0.05980999597979216,
272
+ "cross_layer_sharpness": 0.17511959543752045
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_44/sharpness_step_10000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 74.2404556274414,
3
+ "total_l1_linf_norm": 637912.3125,
4
+ "total_spectral_norm": 74.25296020507812,
5
+ "embed_update_fnorm": 33.0,
6
+ "embed_max_l1_linf_norm": 13.375,
7
+ "embed_max_spectral_norm": 4.304789066314697,
8
+ "value_embed_0_update_fnorm": 32.0,
9
+ "value_embed_0_max_l1_linf_norm": 13.3125,
10
+ "value_embed_0_max_spectral_norm": 2.264702320098877,
11
+ "value_embed_1_update_fnorm": 32.75,
12
+ "value_embed_1_max_l1_linf_norm": 13.25,
13
+ "value_embed_1_max_spectral_norm": 3.2053639888763428,
14
+ "value_embed_2_update_fnorm": 32.5,
15
+ "value_embed_2_max_l1_linf_norm": 13.375,
16
+ "value_embed_2_max_spectral_norm": 2.4483139514923096,
17
+ "layer_1_update_fnorm": 3.672037363052368,
18
+ "layer_1_max_l1_linf_norm": 1.9667295217514038,
19
+ "layer_1_max_spectral_norm": 0.11383794993162155,
20
+ "layer_2_update_fnorm": 3.7926833629608154,
21
+ "layer_2_max_l1_linf_norm": 2.194190263748169,
22
+ "layer_2_max_spectral_norm": 0.12043562531471252,
23
+ "layer_3_update_fnorm": 3.713139533996582,
24
+ "layer_3_max_l1_linf_norm": 2.0537595748901367,
25
+ "layer_3_max_spectral_norm": 0.12055006623268127,
26
+ "layer_4_update_fnorm": 3.6531336307525635,
27
+ "layer_4_max_l1_linf_norm": 1.9855116605758667,
28
+ "layer_4_max_spectral_norm": 0.11672529578208923,
29
+ "layer_5_update_fnorm": 3.665030002593994,
30
+ "layer_5_max_l1_linf_norm": 2.020637035369873,
31
+ "layer_5_max_spectral_norm": 0.11564602702856064,
32
+ "layer_6_update_fnorm": 3.659040927886963,
33
+ "layer_6_max_l1_linf_norm": 1.976725459098816,
34
+ "layer_6_max_spectral_norm": 0.11479130387306213,
35
+ "layer_7_update_fnorm": 3.6743478775024414,
36
+ "layer_7_max_l1_linf_norm": 2.014099597930908,
37
+ "layer_7_max_spectral_norm": 0.1140184998512268,
38
+ "layer_8_update_fnorm": 3.668780565261841,
39
+ "layer_8_max_l1_linf_norm": 2.046408176422119,
40
+ "layer_8_max_spectral_norm": 0.11419768631458282,
41
+ "layer_9_update_fnorm": 3.7024102210998535,
42
+ "layer_9_max_l1_linf_norm": 2.033864736557007,
43
+ "layer_9_max_spectral_norm": 0.12035298347473145,
44
+ "layer_10_update_fnorm": 3.6929519176483154,
45
+ "layer_10_max_l1_linf_norm": 2.080024003982544,
46
+ "layer_10_max_spectral_norm": 0.12005413323640823,
47
+ "layer_11_update_fnorm": 3.6902592182159424,
48
+ "layer_11_max_l1_linf_norm": 2.037278175354004,
49
+ "layer_11_max_spectral_norm": 0.12033265084028244,
50
+ "layer_12_update_fnorm": 3.9296302795410156,
51
+ "layer_12_max_l1_linf_norm": 2.156691551208496,
52
+ "layer_12_max_spectral_norm": 0.12043338268995285,
53
+ "lm_head_update_fnorm": 33.022064208984375,
54
+ "lm_head_max_l1_linf_norm": 13.732414245605469,
55
+ "lm_head_max_spectral_norm": 5.977872371673584,
56
+ "block0_q_update_fnorm": 1.2432302236557007,
57
+ "block0_q_max_l1_linf_norm": 1.0447471141815186,
58
+ "block0_q_max_spectral_norm": 0.06017279252409935,
59
+ "block0_k_update_fnorm": 1.2458336353302002,
60
+ "block0_k_max_l1_linf_norm": 1.0534493923187256,
61
+ "block0_k_max_spectral_norm": 0.06019847095012665,
62
+ "block0_v_update_fnorm": 1.2314279079437256,
63
+ "block0_v_max_l1_linf_norm": 1.045767903327942,
64
+ "block0_v_max_spectral_norm": 0.060202013701200485,
65
+ "block0_o_update_fnorm": 1.2452915906906128,
66
+ "block0_o_max_l1_linf_norm": 1.0448294878005981,
67
+ "block0_o_max_spectral_norm": 0.06021200492978096,
68
+ "block0_mlp_win_update_fnorm": 2.4217374324798584,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.7834465503692627,
70
+ "block0_mlp_win_max_spectral_norm": 0.11383794993162155,
71
+ "block0_mlp_wout_update_fnorm": 1.2058387994766235,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9667295217514038,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05700419098138809,
74
+ "block3_q_update_fnorm": 1.217515468597412,
75
+ "block3_q_max_l1_linf_norm": 1.0641162395477295,
76
+ "block3_q_max_spectral_norm": 0.06018133461475372,
77
+ "block3_k_update_fnorm": 1.2296844720840454,
78
+ "block3_k_max_l1_linf_norm": 1.0347036123275757,
79
+ "block3_k_max_spectral_norm": 0.060197267681360245,
80
+ "block3_v_update_fnorm": 1.1721689701080322,
81
+ "block3_v_max_l1_linf_norm": 1.0287706851959229,
82
+ "block3_v_max_spectral_norm": 0.06019056960940361,
83
+ "block3_o_update_fnorm": 1.2292726039886475,
84
+ "block3_o_max_l1_linf_norm": 1.043656826019287,
85
+ "block3_o_max_spectral_norm": 0.06021801382303238,
86
+ "block3_mlp_win_update_fnorm": 2.434028387069702,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.868485689163208,
88
+ "block3_mlp_win_max_spectral_norm": 0.11672529578208923,
89
+ "block3_mlp_wout_update_fnorm": 1.2414757013320923,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.9855116605758667,
91
+ "block3_mlp_wout_max_spectral_norm": 0.056923314929008484,
92
+ "block7_q_update_fnorm": 1.2299442291259766,
93
+ "block7_q_max_l1_linf_norm": 1.0892932415008545,
94
+ "block7_q_max_spectral_norm": 0.06020040437579155,
95
+ "block7_k_update_fnorm": 1.2312397956848145,
96
+ "block7_k_max_l1_linf_norm": 1.0777429342269897,
97
+ "block7_k_max_spectral_norm": 0.06019185483455658,
98
+ "block7_v_update_fnorm": 1.2174065113067627,
99
+ "block7_v_max_l1_linf_norm": 1.0284063816070557,
100
+ "block7_v_max_spectral_norm": 0.06018364429473877,
101
+ "block7_o_update_fnorm": 1.2404340505599976,
102
+ "block7_o_max_l1_linf_norm": 1.041662335395813,
103
+ "block7_o_max_spectral_norm": 0.0602104477584362,
104
+ "block7_mlp_win_update_fnorm": 2.4147109985351562,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.7207720279693604,
106
+ "block7_mlp_win_max_spectral_norm": 0.11419768631458282,
107
+ "block7_mlp_wout_update_fnorm": 1.2567918300628662,
108
+ "block7_mlp_wout_max_l1_linf_norm": 2.046408176422119,
109
+ "block7_mlp_wout_max_spectral_norm": 0.057062968611717224,
110
+ "block11_q_update_fnorm": 1.2123777866363525,
111
+ "block11_q_max_l1_linf_norm": 1.0369889736175537,
112
+ "block11_q_max_spectral_norm": 0.06019488349556923,
113
+ "block11_k_update_fnorm": 1.2255915403366089,
114
+ "block11_k_max_l1_linf_norm": 1.0390973091125488,
115
+ "block11_k_max_spectral_norm": 0.06017182022333145,
116
+ "block11_v_update_fnorm": 1.1607234477996826,
117
+ "block11_v_max_l1_linf_norm": 0.9971689581871033,
118
+ "block11_v_max_spectral_norm": 0.060183215886354446,
119
+ "block11_o_update_fnorm": 1.2266658544540405,
120
+ "block11_o_max_l1_linf_norm": 1.040217399597168,
121
+ "block11_o_max_spectral_norm": 0.0601981021463871,
122
+ "block11_mlp_win_update_fnorm": 2.808295249938965,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7640771865844727,
124
+ "block11_mlp_win_max_spectral_norm": 0.12043338268995285,
125
+ "block11_mlp_wout_update_fnorm": 1.3158217668533325,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.156691551208496,
127
+ "block11_mlp_wout_max_spectral_norm": 0.060178495943546295,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.003418705891817808,
130
+ "block_total_sharpness": 0.08558734506368637,
131
+ "v_norm_block": 12.852575302124023,
132
+ "v_T_H_v_block": 14.138061046600342,
133
+ "v_norm": 74.25296020507812,
134
+ "ip_v_neg_g_hvp": 0.10893969237804413,
135
+ "cos_v_neg_g_hvp": 0.00547385960817337,
136
+ "g_hvp_norm": 0.26802709698677063,
137
+ "ip_v_neg_g_t": 1407.780029296875,
138
+ "cos_v_neg_g_t": 0.011143021285533905,
139
+ "g_t_norm": 1701.4456787109375,
140
+ "g_norm": 0.26802709698677063,
141
+ "hv_norm": 0.16955649852752686,
142
+ "cos_v_hv": 0.0009746975265443325,
143
+ "hg_norm": 3.7046773433685303,
144
+ "cos_g_hg": 0.6290121674537659,
145
+ "v_parallel_norm": 0.02421647123992443,
146
+ "v_perp_norm": 74.2529525756836,
147
+ "embed_v_norm": 33.09449768066406,
148
+ "embed_cos_v_neg_g": 0.06540755927562714,
149
+ "value_embed_0_v_norm": 32.05367660522461,
150
+ "value_embed_0_cos_v_neg_g": 0.059681426733732224,
151
+ "value_embed_1_v_norm": 32.74121856689453,
152
+ "value_embed_1_cos_v_neg_g": 0.056014567613601685,
153
+ "value_embed_2_v_norm": 32.60651779174805,
154
+ "value_embed_2_cos_v_neg_g": 0.04897141829133034,
155
+ "layer_1_v_norm": 3.672037363052368,
156
+ "layer_1_cos_v_neg_g": 0.020006082952022552,
157
+ "layer_2_v_norm": 3.7926833629608154,
158
+ "layer_2_cos_v_neg_g": 0.0021230406127870083,
159
+ "layer_3_v_norm": 3.713139533996582,
160
+ "layer_3_cos_v_neg_g": 0.04212160035967827,
161
+ "layer_4_v_norm": 3.6531336307525635,
162
+ "layer_4_cos_v_neg_g": 0.042985979467630386,
163
+ "layer_5_v_norm": 3.665030002593994,
164
+ "layer_5_cos_v_neg_g": 0.034274011850357056,
165
+ "layer_6_v_norm": 3.659040927886963,
166
+ "layer_6_cos_v_neg_g": 0.03912832587957382,
167
+ "layer_7_v_norm": 3.6743478775024414,
168
+ "layer_7_cos_v_neg_g": 0.04532504826784134,
169
+ "layer_8_v_norm": 3.668780565261841,
170
+ "layer_8_cos_v_neg_g": 0.040538620203733444,
171
+ "layer_9_v_norm": 3.7024102210998535,
172
+ "layer_9_cos_v_neg_g": 0.038398463279008865,
173
+ "layer_10_v_norm": 3.6929519176483154,
174
+ "layer_10_cos_v_neg_g": 0.022991128265857697,
175
+ "layer_11_v_norm": 3.6902592182159424,
176
+ "layer_11_cos_v_neg_g": 0.04281967878341675,
177
+ "layer_12_v_norm": 3.9296302795410156,
178
+ "layer_12_cos_v_neg_g": 0.01770884357392788,
179
+ "lm_head_v_norm": 33.022064208984375,
180
+ "lm_head_cos_v_neg_g": 0.057719118893146515,
181
+ "block0_q_v_norm": 1.2432302236557007,
182
+ "block0_q_cos_v_neg_g": 0.05493594706058502,
183
+ "block0_k_v_norm": 1.2458336353302002,
184
+ "block0_k_cos_v_neg_g": 0.0515473335981369,
185
+ "block0_v_v_norm": 1.2314279079437256,
186
+ "block0_v_cos_v_neg_g": 0.024193238466978073,
187
+ "block0_o_v_norm": 1.2452915906906128,
188
+ "block0_o_cos_v_neg_g": 0.05589376017451286,
189
+ "block0_mlp_win_v_norm": 2.4217374324798584,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07035662233829498,
191
+ "block0_mlp_wout_v_norm": 1.2058387994766235,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.06934751570224762,
193
+ "block3_q_v_norm": 1.217515468597412,
194
+ "block3_q_cos_v_neg_g": 0.0397472009062767,
195
+ "block3_k_v_norm": 1.2296844720840454,
196
+ "block3_k_cos_v_neg_g": 0.04701312258839607,
197
+ "block3_v_v_norm": 1.1721689701080322,
198
+ "block3_v_cos_v_neg_g": 0.026263365522027016,
199
+ "block3_o_v_norm": 1.2292726039886475,
200
+ "block3_o_cos_v_neg_g": 0.052158746868371964,
201
+ "block3_mlp_win_v_norm": 2.434028387069702,
202
+ "block3_mlp_win_cos_v_neg_g": 0.056466083973646164,
203
+ "block3_mlp_wout_v_norm": 1.2414757013320923,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07856360822916031,
205
+ "block7_q_v_norm": 1.2299442291259766,
206
+ "block7_q_cos_v_neg_g": 0.04598946124315262,
207
+ "block7_k_v_norm": 1.2312397956848145,
208
+ "block7_k_cos_v_neg_g": 0.04854413494467735,
209
+ "block7_v_v_norm": 1.2174065113067627,
210
+ "block7_v_cos_v_neg_g": 0.035852644592523575,
211
+ "block7_o_v_norm": 1.2404340505599976,
212
+ "block7_o_cos_v_neg_g": 0.04851355403661728,
213
+ "block7_mlp_win_v_norm": 2.4147109985351562,
214
+ "block7_mlp_win_cos_v_neg_g": 0.05811307579278946,
215
+ "block7_mlp_wout_v_norm": 1.2567918300628662,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.07919298112392426,
217
+ "block11_q_v_norm": 1.2123777866363525,
218
+ "block11_q_cos_v_neg_g": 0.029941633343696594,
219
+ "block11_k_v_norm": 1.2255915403366089,
220
+ "block11_k_cos_v_neg_g": 0.03621590882539749,
221
+ "block11_v_v_norm": 1.1607234477996826,
222
+ "block11_v_cos_v_neg_g": 0.018973570317029953,
223
+ "block11_o_v_norm": 1.2266658544540405,
224
+ "block11_o_cos_v_neg_g": 0.03109041601419449,
225
+ "block11_mlp_win_v_norm": 2.808295249938965,
226
+ "block11_mlp_win_cos_v_neg_g": 0.025882428511977196,
227
+ "block11_mlp_wout_v_norm": 1.3158217668533325,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.02890397235751152,
229
+ "embed_sharpness": 6.027860399626661e-05,
230
+ "value_embed_0_sharpness": 2.6261572202201933e-05,
231
+ "value_embed_1_sharpness": 2.9496192837541457e-05,
232
+ "value_embed_2_sharpness": 9.814717486733571e-05,
233
+ "layer_1_sharpness": 0.0161012951284647,
234
+ "layer_2_sharpness": 0.019849492236971855,
235
+ "layer_3_sharpness": 0.0013122711097821593,
236
+ "layer_4_sharpness": 0.00216876994818449,
237
+ "layer_5_sharpness": 0.0033011151244863868,
238
+ "layer_6_sharpness": 0.006197125185281038,
239
+ "layer_7_sharpness": 0.0005828801658935845,
240
+ "layer_8_sharpness": 0.005153447622433305,
241
+ "layer_9_sharpness": 0.0024527732748538256,
242
+ "layer_10_sharpness": 0.00011277119483565912,
243
+ "layer_11_sharpness": 0.004157872055657208,
244
+ "layer_12_sharpness": 0.6146382987499237,
245
+ "lm_head_sharpness": 0.0008534912194591016,
246
+ "block0_q_sharpness": 0.00014394899335457012,
247
+ "block0_k_sharpness": 0.00014855631161481142,
248
+ "block0_v_sharpness": 3.291223583801184e-05,
249
+ "block0_o_sharpness": 0.00015830623306101188,
250
+ "block0_mlp_win_sharpness": 0.00047649159387219697,
251
+ "block0_mlp_wout_sharpness": 0.0021014410885982215,
252
+ "block3_q_sharpness": 0.00022986144904280081,
253
+ "block3_k_sharpness": 0.00016472891002194956,
254
+ "block3_v_sharpness": 0.0012378048850223422,
255
+ "block3_o_sharpness": 0.00039152707904577255,
256
+ "block3_mlp_win_sharpness": 0.0007720813737250865,
257
+ "block3_mlp_wout_sharpness": 0.0018334456253796816,
258
+ "block7_q_sharpness": 0.001086233532987535,
259
+ "block7_k_sharpness": 0.0005604168836725876,
260
+ "block7_v_sharpness": 0.003843376412987709,
261
+ "block7_o_sharpness": 0.0007564975821878761,
262
+ "block7_mlp_win_sharpness": 0.0011306592787150294,
263
+ "block7_mlp_wout_sharpness": 0.0015710396692156792,
264
+ "block11_q_sharpness": 0.0022132954909466207,
265
+ "block11_k_sharpness": 0.0026914123445749283,
266
+ "block11_v_sharpness": 0.0021093233954161406,
267
+ "block11_o_sharpness": 0.05894596315920353,
268
+ "block11_mlp_win_sharpness": 0.0889305118471384,
269
+ "block11_mlp_wout_sharpness": 2.37012255191803,
270
+ "sum_layer_numerators": 10.337237862735899,
271
+ "block_diag_sharpness": 0.06257836262300547,
272
+ "cross_layer_sharpness": 0.023008982440680902
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_44/sharpness_step_1500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 70.96702575683594,
3
+ "total_l1_linf_norm": 641055.9375,
4
+ "total_spectral_norm": 71.03923034667969,
5
+ "embed_update_fnorm": 31.125,
6
+ "embed_max_l1_linf_norm": 13.5,
7
+ "embed_max_spectral_norm": 5.595865249633789,
8
+ "value_embed_0_update_fnorm": 30.5,
9
+ "value_embed_0_max_l1_linf_norm": 13.4375,
10
+ "value_embed_0_max_spectral_norm": 2.883030891418457,
11
+ "value_embed_1_update_fnorm": 31.0,
12
+ "value_embed_1_max_l1_linf_norm": 13.5,
13
+ "value_embed_1_max_spectral_norm": 4.066363334655762,
14
+ "value_embed_2_update_fnorm": 30.875,
15
+ "value_embed_2_max_l1_linf_norm": 13.4375,
16
+ "value_embed_2_max_spectral_norm": 3.225266218185425,
17
+ "layer_1_update_fnorm": 3.7242438793182373,
18
+ "layer_1_max_l1_linf_norm": 1.9602737426757812,
19
+ "layer_1_max_spectral_norm": 0.1138000637292862,
20
+ "layer_2_update_fnorm": 3.7047667503356934,
21
+ "layer_2_max_l1_linf_norm": 2.1021957397460938,
22
+ "layer_2_max_spectral_norm": 0.12039472162723541,
23
+ "layer_3_update_fnorm": 3.7154133319854736,
24
+ "layer_3_max_l1_linf_norm": 1.929529070854187,
25
+ "layer_3_max_spectral_norm": 0.12051083892583847,
26
+ "layer_4_update_fnorm": 3.7074673175811768,
27
+ "layer_4_max_l1_linf_norm": 1.8825030326843262,
28
+ "layer_4_max_spectral_norm": 0.12060152739286423,
29
+ "layer_5_update_fnorm": 3.7159855365753174,
30
+ "layer_5_max_l1_linf_norm": 1.9446566104888916,
31
+ "layer_5_max_spectral_norm": 0.12051572650671005,
32
+ "layer_6_update_fnorm": 3.724949598312378,
33
+ "layer_6_max_l1_linf_norm": 1.9383282661437988,
34
+ "layer_6_max_spectral_norm": 0.12057336419820786,
35
+ "layer_7_update_fnorm": 3.731740713119507,
36
+ "layer_7_max_l1_linf_norm": 1.872756838798523,
37
+ "layer_7_max_spectral_norm": 0.12057682871818542,
38
+ "layer_8_update_fnorm": 3.7288990020751953,
39
+ "layer_8_max_l1_linf_norm": 1.956319808959961,
40
+ "layer_8_max_spectral_norm": 0.12044856697320938,
41
+ "layer_9_update_fnorm": 3.7433016300201416,
42
+ "layer_9_max_l1_linf_norm": 1.9939532279968262,
43
+ "layer_9_max_spectral_norm": 0.12050777673721313,
44
+ "layer_10_update_fnorm": 3.714733839035034,
45
+ "layer_10_max_l1_linf_norm": 1.926321029663086,
46
+ "layer_10_max_spectral_norm": 0.12047689408063889,
47
+ "layer_11_update_fnorm": 3.697615623474121,
48
+ "layer_11_max_l1_linf_norm": 1.9183249473571777,
49
+ "layer_11_max_spectral_norm": 0.12018465995788574,
50
+ "layer_12_update_fnorm": 3.7905778884887695,
51
+ "layer_12_max_l1_linf_norm": 2.2121753692626953,
52
+ "layer_12_max_spectral_norm": 0.1205492615699768,
53
+ "lm_head_update_fnorm": 32.585384368896484,
54
+ "lm_head_max_l1_linf_norm": 13.723888397216797,
55
+ "lm_head_max_spectral_norm": 8.016773223876953,
56
+ "block0_q_update_fnorm": 1.2506089210510254,
57
+ "block0_q_max_l1_linf_norm": 1.0469443798065186,
58
+ "block0_q_max_spectral_norm": 0.06015991047024727,
59
+ "block0_k_update_fnorm": 1.250781536102295,
60
+ "block0_k_max_l1_linf_norm": 1.0454812049865723,
61
+ "block0_k_max_spectral_norm": 0.06017797067761421,
62
+ "block0_v_update_fnorm": 1.2375885248184204,
63
+ "block0_v_max_l1_linf_norm": 1.038637638092041,
64
+ "block0_v_max_spectral_norm": 0.06019775941967964,
65
+ "block0_o_update_fnorm": 1.2397987842559814,
66
+ "block0_o_max_l1_linf_norm": 1.039481520652771,
67
+ "block0_o_max_spectral_norm": 0.0602332279086113,
68
+ "block0_mlp_win_update_fnorm": 2.4848384857177734,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.595552682876587,
70
+ "block0_mlp_win_max_spectral_norm": 0.1138000637292862,
71
+ "block0_mlp_wout_update_fnorm": 1.224058747291565,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9602737426757812,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05909593403339386,
74
+ "block3_q_update_fnorm": 1.1992690563201904,
75
+ "block3_q_max_l1_linf_norm": 1.0249106884002686,
76
+ "block3_q_max_spectral_norm": 0.060203030705451965,
77
+ "block3_k_update_fnorm": 1.2187389135360718,
78
+ "block3_k_max_l1_linf_norm": 1.041725993156433,
79
+ "block3_k_max_spectral_norm": 0.060194406658411026,
80
+ "block3_v_update_fnorm": 1.1594421863555908,
81
+ "block3_v_max_l1_linf_norm": 1.0435394048690796,
82
+ "block3_v_max_spectral_norm": 0.06019415333867073,
83
+ "block3_o_update_fnorm": 1.2177455425262451,
84
+ "block3_o_max_l1_linf_norm": 1.024442434310913,
85
+ "block3_o_max_spectral_norm": 0.060213785618543625,
86
+ "block3_mlp_win_update_fnorm": 2.552284002304077,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.8370802402496338,
88
+ "block3_mlp_win_max_spectral_norm": 0.12060152739286423,
89
+ "block3_mlp_wout_update_fnorm": 1.216635823249817,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.8825030326843262,
91
+ "block3_mlp_wout_max_spectral_norm": 0.056835319846868515,
92
+ "block7_q_update_fnorm": 1.193838357925415,
93
+ "block7_q_max_l1_linf_norm": 1.0655990839004517,
94
+ "block7_q_max_spectral_norm": 0.0601910836994648,
95
+ "block7_k_update_fnorm": 1.2043426036834717,
96
+ "block7_k_max_l1_linf_norm": 1.0702000856399536,
97
+ "block7_k_max_spectral_norm": 0.060212358832359314,
98
+ "block7_v_update_fnorm": 1.1866118907928467,
99
+ "block7_v_max_l1_linf_norm": 1.0341482162475586,
100
+ "block7_v_max_spectral_norm": 0.06018510460853577,
101
+ "block7_o_update_fnorm": 1.2277973890304565,
102
+ "block7_o_max_l1_linf_norm": 1.0341390371322632,
103
+ "block7_o_max_spectral_norm": 0.06020238995552063,
104
+ "block7_mlp_win_update_fnorm": 2.567410945892334,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.956319808959961,
106
+ "block7_mlp_win_max_spectral_norm": 0.12044856697320938,
107
+ "block7_mlp_wout_update_fnorm": 1.233566164970398,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.9105067253112793,
109
+ "block7_mlp_wout_max_spectral_norm": 0.05690115690231323,
110
+ "block11_q_update_fnorm": 1.2219123840332031,
111
+ "block11_q_max_l1_linf_norm": 1.0429130792617798,
112
+ "block11_q_max_spectral_norm": 0.06020916998386383,
113
+ "block11_k_update_fnorm": 1.228939414024353,
114
+ "block11_k_max_l1_linf_norm": 1.0450197458267212,
115
+ "block11_k_max_spectral_norm": 0.060208093374967575,
116
+ "block11_v_update_fnorm": 1.1848528385162354,
117
+ "block11_v_max_l1_linf_norm": 1.0122030973434448,
118
+ "block11_v_max_spectral_norm": 0.0602138452231884,
119
+ "block11_o_update_fnorm": 1.2427624464035034,
120
+ "block11_o_max_l1_linf_norm": 1.041963815689087,
121
+ "block11_o_max_spectral_norm": 0.06022234261035919,
122
+ "block11_mlp_win_update_fnorm": 2.574061870574951,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7313545942306519,
124
+ "block11_mlp_win_max_spectral_norm": 0.1205492615699768,
125
+ "block11_mlp_wout_update_fnorm": 1.3381507396697998,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2121753692626953,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06020708382129669,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.00756074208766222,
130
+ "block_total_sharpness": 0.16835058107972145,
131
+ "v_norm_block": 12.903940200805664,
132
+ "v_T_H_v_block": 28.032337188720703,
133
+ "v_norm": 71.03922271728516,
134
+ "ip_v_neg_g_hvp": 0.14684690535068512,
135
+ "cos_v_neg_g_hvp": 0.0038477503694593906,
136
+ "g_hvp_norm": 0.5372292995452881,
137
+ "ip_v_neg_g_t": 2124.869140625,
138
+ "cos_v_neg_g_t": 0.01581154577434063,
139
+ "g_t_norm": 1891.7322998046875,
140
+ "g_norm": 0.5372292995452881,
141
+ "hv_norm": 0.24776510894298553,
142
+ "cos_v_hv": 0.0014113388024270535,
143
+ "hg_norm": 28.6173152923584,
144
+ "cos_g_hg": 0.8491032719612122,
145
+ "v_parallel_norm": 0.005081622861325741,
146
+ "v_perp_norm": 71.03922271728516,
147
+ "embed_v_norm": 31.146299362182617,
148
+ "embed_cos_v_neg_g": 0.05977668985724449,
149
+ "value_embed_0_v_norm": 30.515132904052734,
150
+ "value_embed_0_cos_v_neg_g": 0.05469047278165817,
151
+ "value_embed_1_v_norm": 31.049333572387695,
152
+ "value_embed_1_cos_v_neg_g": 0.05602157488465309,
153
+ "value_embed_2_v_norm": 30.869508743286133,
154
+ "value_embed_2_cos_v_neg_g": 0.05622812733054161,
155
+ "layer_1_v_norm": 3.7242438793182373,
156
+ "layer_1_cos_v_neg_g": 0.02394437976181507,
157
+ "layer_2_v_norm": 3.7047667503356934,
158
+ "layer_2_cos_v_neg_g": 0.0017765749944373965,
159
+ "layer_3_v_norm": 3.7154133319854736,
160
+ "layer_3_cos_v_neg_g": 0.027771780267357826,
161
+ "layer_4_v_norm": 3.7074673175811768,
162
+ "layer_4_cos_v_neg_g": 0.02534092403948307,
163
+ "layer_5_v_norm": 3.7159855365753174,
164
+ "layer_5_cos_v_neg_g": 0.024037085473537445,
165
+ "layer_6_v_norm": 3.724949598312378,
166
+ "layer_6_cos_v_neg_g": 0.028657641261816025,
167
+ "layer_7_v_norm": 3.731740713119507,
168
+ "layer_7_cos_v_neg_g": 0.02834579534828663,
169
+ "layer_8_v_norm": 3.7288990020751953,
170
+ "layer_8_cos_v_neg_g": 0.023261982947587967,
171
+ "layer_9_v_norm": 3.7433016300201416,
172
+ "layer_9_cos_v_neg_g": 0.018345097079873085,
173
+ "layer_10_v_norm": 3.714733839035034,
174
+ "layer_10_cos_v_neg_g": 0.009048801846802235,
175
+ "layer_11_v_norm": 3.697615623474121,
176
+ "layer_11_cos_v_neg_g": 0.02150007151067257,
177
+ "layer_12_v_norm": 3.7905778884887695,
178
+ "layer_12_cos_v_neg_g": 0.02312924712896347,
179
+ "lm_head_v_norm": 32.585384368896484,
180
+ "lm_head_cos_v_neg_g": 0.0645677000284195,
181
+ "block0_q_v_norm": 1.2506089210510254,
182
+ "block0_q_cos_v_neg_g": 0.05403264984488487,
183
+ "block0_k_v_norm": 1.250781536102295,
184
+ "block0_k_cos_v_neg_g": 0.05395827814936638,
185
+ "block0_v_v_norm": 1.2375885248184204,
186
+ "block0_v_cos_v_neg_g": 0.03442733362317085,
187
+ "block0_o_v_norm": 1.2397987842559814,
188
+ "block0_o_cos_v_neg_g": 0.03741652891039848,
189
+ "block0_mlp_win_v_norm": 2.4848384857177734,
190
+ "block0_mlp_win_cos_v_neg_g": 0.05920768901705742,
191
+ "block0_mlp_wout_v_norm": 1.224058747291565,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.04525063559412956,
193
+ "block3_q_v_norm": 1.1992690563201904,
194
+ "block3_q_cos_v_neg_g": 0.018208790570497513,
195
+ "block3_k_v_norm": 1.2187389135360718,
196
+ "block3_k_cos_v_neg_g": 0.023965882137417793,
197
+ "block3_v_v_norm": 1.1594421863555908,
198
+ "block3_v_cos_v_neg_g": 0.013041341677308083,
199
+ "block3_o_v_norm": 1.2177455425262451,
200
+ "block3_o_cos_v_neg_g": 0.030590666458010674,
201
+ "block3_mlp_win_v_norm": 2.552284002304077,
202
+ "block3_mlp_win_cos_v_neg_g": 0.03425094112753868,
203
+ "block3_mlp_wout_v_norm": 1.216635823249817,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.05616429075598717,
205
+ "block7_q_v_norm": 1.193838357925415,
206
+ "block7_q_cos_v_neg_g": 0.026373768225312233,
207
+ "block7_k_v_norm": 1.2043426036834717,
208
+ "block7_k_cos_v_neg_g": 0.03445497900247574,
209
+ "block7_v_v_norm": 1.1866118907928467,
210
+ "block7_v_cos_v_neg_g": 0.022906312718987465,
211
+ "block7_o_v_norm": 1.2277973890304565,
212
+ "block7_o_cos_v_neg_g": 0.0315704420208931,
213
+ "block7_mlp_win_v_norm": 2.567410945892334,
214
+ "block7_mlp_win_cos_v_neg_g": 0.036992792040109634,
215
+ "block7_mlp_wout_v_norm": 1.233566164970398,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.06540039926767349,
217
+ "block11_q_v_norm": 1.2219123840332031,
218
+ "block11_q_cos_v_neg_g": 0.026407424360513687,
219
+ "block11_k_v_norm": 1.228939414024353,
220
+ "block11_k_cos_v_neg_g": 0.031596843153238297,
221
+ "block11_v_v_norm": 1.1848528385162354,
222
+ "block11_v_cos_v_neg_g": 0.018427109345793724,
223
+ "block11_o_v_norm": 1.2427624464035034,
224
+ "block11_o_cos_v_neg_g": 0.04333387315273285,
225
+ "block11_mlp_win_v_norm": 2.574061870574951,
226
+ "block11_mlp_win_cos_v_neg_g": 0.03764813765883446,
227
+ "block11_mlp_wout_v_norm": 1.3381507396697998,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04483802244067192,
229
+ "embed_sharpness": 0.00029119021928636357,
230
+ "value_embed_0_sharpness": 2.762492476904299e-05,
231
+ "value_embed_1_sharpness": 6.10827100899769e-05,
232
+ "value_embed_2_sharpness": 0.0001464446831960231,
233
+ "layer_1_sharpness": 0.009066581726074219,
234
+ "layer_2_sharpness": 0.02445964515209198,
235
+ "layer_3_sharpness": 0.010829752078279853,
236
+ "layer_4_sharpness": 0.010506323771551251,
237
+ "layer_5_sharpness": 0.012766186147928238,
238
+ "layer_6_sharpness": 0.006627282360568643,
239
+ "layer_7_sharpness": 0.003090756246820092,
240
+ "layer_8_sharpness": 0.027252959087491035,
241
+ "layer_9_sharpness": 0.005896214861422777,
242
+ "layer_10_sharpness": -0.00014481857215287164,
243
+ "layer_11_sharpness": 0.002861938497517258,
244
+ "layer_12_sharpness": 0.4998370260000229,
245
+ "lm_head_sharpness": 0.0016702688299119473,
246
+ "block0_q_sharpness": 0.0011197553831152618,
247
+ "block0_k_sharpness": 0.001464171102270484,
248
+ "block0_v_sharpness": 0.0003164522277074866,
249
+ "block0_o_sharpness": 0.0005457267252495512,
250
+ "block0_mlp_win_sharpness": 0.004744968144223094,
251
+ "block0_mlp_wout_sharpness": 0.027927246876060963,
252
+ "block3_q_sharpness": 0.0026226777699775994,
253
+ "block3_k_sharpness": 0.001782562059815973,
254
+ "block3_v_sharpness": 0.011797675397247076,
255
+ "block3_o_sharpness": 0.0027862314018420875,
256
+ "block3_mlp_win_sharpness": 0.005090498481877148,
257
+ "block3_mlp_wout_sharpness": 0.008695394033566117,
258
+ "block7_q_sharpness": 0.017161237075924873,
259
+ "block7_k_sharpness": 0.01436164090409875,
260
+ "block7_v_sharpness": 0.039320812560617924,
261
+ "block7_o_sharpness": 0.012821906246244907,
262
+ "block7_mlp_win_sharpness": 0.0021370233152993023,
263
+ "block7_mlp_wout_sharpness": 0.003380270325578749,
264
+ "block11_q_sharpness": 0.01330018462613225,
265
+ "block11_k_sharpness": 0.010144017403945327,
266
+ "block11_v_sharpness": 0.015041948296129704,
267
+ "block11_o_sharpness": 0.02930787205696106,
268
+ "block11_mlp_win_sharpness": 0.1984497383236885,
269
+ "block11_mlp_wout_sharpness": 0.8067049384117126,
270
+ "sum_layer_numerators": 8.747251560853222,
271
+ "block_diag_sharpness": 0.0525323625587462,
272
+ "cross_layer_sharpness": 0.11581821852097524
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_44/sharpness_step_2000.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 75.20374298095703,
3
+ "total_l1_linf_norm": 685870.5,
4
+ "total_spectral_norm": 75.2165298461914,
5
+ "embed_update_fnorm": 32.5,
6
+ "embed_max_l1_linf_norm": 14.3125,
7
+ "embed_max_spectral_norm": 5.692432403564453,
8
+ "value_embed_0_update_fnorm": 32.75,
9
+ "value_embed_0_max_l1_linf_norm": 13.5625,
10
+ "value_embed_0_max_spectral_norm": 2.9282636642456055,
11
+ "value_embed_1_update_fnorm": 32.5,
12
+ "value_embed_1_max_l1_linf_norm": 13.5,
13
+ "value_embed_1_max_spectral_norm": 4.114644527435303,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.5625,
16
+ "value_embed_2_max_spectral_norm": 3.2093522548675537,
17
+ "layer_1_update_fnorm": 3.701422691345215,
18
+ "layer_1_max_l1_linf_norm": 1.9719312191009521,
19
+ "layer_1_max_spectral_norm": 0.11367974430322647,
20
+ "layer_2_update_fnorm": 3.6779816150665283,
21
+ "layer_2_max_l1_linf_norm": 2.0987892150878906,
22
+ "layer_2_max_spectral_norm": 0.12035243213176727,
23
+ "layer_3_update_fnorm": 3.721099376678467,
24
+ "layer_3_max_l1_linf_norm": 1.9507863521575928,
25
+ "layer_3_max_spectral_norm": 0.12046103924512863,
26
+ "layer_4_update_fnorm": 3.7119734287261963,
27
+ "layer_4_max_l1_linf_norm": 1.9022133350372314,
28
+ "layer_4_max_spectral_norm": 0.12056948244571686,
29
+ "layer_5_update_fnorm": 3.7202422618865967,
30
+ "layer_5_max_l1_linf_norm": 1.8995583057403564,
31
+ "layer_5_max_spectral_norm": 0.12055982649326324,
32
+ "layer_6_update_fnorm": 3.7151594161987305,
33
+ "layer_6_max_l1_linf_norm": 1.9181108474731445,
34
+ "layer_6_max_spectral_norm": 0.12054271996021271,
35
+ "layer_7_update_fnorm": 3.7315196990966797,
36
+ "layer_7_max_l1_linf_norm": 1.8791747093200684,
37
+ "layer_7_max_spectral_norm": 0.120581716299057,
38
+ "layer_8_update_fnorm": 3.737008571624756,
39
+ "layer_8_max_l1_linf_norm": 1.979685664176941,
40
+ "layer_8_max_spectral_norm": 0.12051765620708466,
41
+ "layer_9_update_fnorm": 3.7525148391723633,
42
+ "layer_9_max_l1_linf_norm": 1.9226562976837158,
43
+ "layer_9_max_spectral_norm": 0.12049953639507294,
44
+ "layer_10_update_fnorm": 3.7204976081848145,
45
+ "layer_10_max_l1_linf_norm": 1.9751542806625366,
46
+ "layer_10_max_spectral_norm": 0.12048599123954773,
47
+ "layer_11_update_fnorm": 3.7146799564361572,
48
+ "layer_11_max_l1_linf_norm": 1.9480397701263428,
49
+ "layer_11_max_spectral_norm": 0.12046418339014053,
50
+ "layer_12_update_fnorm": 3.7823801040649414,
51
+ "layer_12_max_l1_linf_norm": 2.198256492614746,
52
+ "layer_12_max_spectral_norm": 0.12050603330135345,
53
+ "lm_head_update_fnorm": 35.116851806640625,
54
+ "lm_head_max_l1_linf_norm": 13.735187530517578,
55
+ "lm_head_max_spectral_norm": 10.876838684082031,
56
+ "block0_q_update_fnorm": 1.2515257596969604,
57
+ "block0_q_max_l1_linf_norm": 1.0481064319610596,
58
+ "block0_q_max_spectral_norm": 0.060152534395456314,
59
+ "block0_k_update_fnorm": 1.2499011754989624,
60
+ "block0_k_max_l1_linf_norm": 1.055775761604309,
61
+ "block0_k_max_spectral_norm": 0.060171566903591156,
62
+ "block0_v_update_fnorm": 1.2355071306228638,
63
+ "block0_v_max_l1_linf_norm": 1.035522222518921,
64
+ "block0_v_max_spectral_norm": 0.06020206958055496,
65
+ "block0_o_update_fnorm": 1.2398500442504883,
66
+ "block0_o_max_l1_linf_norm": 1.0347486734390259,
67
+ "block0_o_max_spectral_norm": 0.060220688581466675,
68
+ "block0_mlp_win_update_fnorm": 2.4513230323791504,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.616324543952942,
70
+ "block0_mlp_win_max_spectral_norm": 0.11367974430322647,
71
+ "block0_mlp_wout_update_fnorm": 1.2244352102279663,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9719312191009521,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05918778106570244,
74
+ "block3_q_update_fnorm": 1.190719485282898,
75
+ "block3_q_max_l1_linf_norm": 1.0459178686141968,
76
+ "block3_q_max_spectral_norm": 0.06017858535051346,
77
+ "block3_k_update_fnorm": 1.214579701423645,
78
+ "block3_k_max_l1_linf_norm": 1.0368794202804565,
79
+ "block3_k_max_spectral_norm": 0.060191377997398376,
80
+ "block3_v_update_fnorm": 1.1686351299285889,
81
+ "block3_v_max_l1_linf_norm": 1.0408889055252075,
82
+ "block3_v_max_spectral_norm": 0.06020208075642586,
83
+ "block3_o_update_fnorm": 1.216820478439331,
84
+ "block3_o_max_l1_linf_norm": 1.017164707183838,
85
+ "block3_o_max_spectral_norm": 0.060192473232746124,
86
+ "block3_mlp_win_update_fnorm": 2.5619351863861084,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.9022133350372314,
88
+ "block3_mlp_win_max_spectral_norm": 0.12056948244571686,
89
+ "block3_mlp_wout_update_fnorm": 1.2147846221923828,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.892500400543213,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05691448971629143,
92
+ "block7_q_update_fnorm": 1.1999322175979614,
93
+ "block7_q_max_l1_linf_norm": 1.071622610092163,
94
+ "block7_q_max_spectral_norm": 0.06019368767738342,
95
+ "block7_k_update_fnorm": 1.2164427042007446,
96
+ "block7_k_max_l1_linf_norm": 1.0854414701461792,
97
+ "block7_k_max_spectral_norm": 0.06019409000873566,
98
+ "block7_v_update_fnorm": 1.1910039186477661,
99
+ "block7_v_max_l1_linf_norm": 1.0386137962341309,
100
+ "block7_v_max_spectral_norm": 0.06019493192434311,
101
+ "block7_o_update_fnorm": 1.228497862815857,
102
+ "block7_o_max_l1_linf_norm": 1.0301955938339233,
103
+ "block7_o_max_spectral_norm": 0.06021150201559067,
104
+ "block7_mlp_win_update_fnorm": 2.569892644882202,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.979685664176941,
106
+ "block7_mlp_win_max_spectral_norm": 0.12051765620708466,
107
+ "block7_mlp_wout_update_fnorm": 1.2302067279815674,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.914487361907959,
109
+ "block7_mlp_wout_max_spectral_norm": 0.056859228760004044,
110
+ "block11_q_update_fnorm": 1.2174131870269775,
111
+ "block11_q_max_l1_linf_norm": 1.0528604984283447,
112
+ "block11_q_max_spectral_norm": 0.06019546091556549,
113
+ "block11_k_update_fnorm": 1.225439190864563,
114
+ "block11_k_max_l1_linf_norm": 1.041672945022583,
115
+ "block11_k_max_spectral_norm": 0.06018270552158356,
116
+ "block11_v_update_fnorm": 1.1859997510910034,
117
+ "block11_v_max_l1_linf_norm": 1.0118049383163452,
118
+ "block11_v_max_spectral_norm": 0.06021364778280258,
119
+ "block11_o_update_fnorm": 1.241960048675537,
120
+ "block11_o_max_l1_linf_norm": 1.0383570194244385,
121
+ "block11_o_max_spectral_norm": 0.060209233313798904,
122
+ "block11_mlp_win_update_fnorm": 2.5786478519439697,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7213332653045654,
124
+ "block11_mlp_win_max_spectral_norm": 0.12050603330135345,
125
+ "block11_mlp_wout_update_fnorm": 1.3128634691238403,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.198256492614746,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06021032854914665,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.004656504490412772,
130
+ "block_total_sharpness": 0.11116112396121025,
131
+ "v_norm_block": 12.900162696838379,
132
+ "v_T_H_v_block": 18.498789310455322,
133
+ "v_norm": 75.21650695800781,
134
+ "ip_v_neg_g_hvp": 0.15431064367294312,
135
+ "cos_v_neg_g_hvp": 0.0028841819148510695,
136
+ "g_hvp_norm": 0.7113118767738342,
137
+ "ip_v_neg_g_t": 2026.4376220703125,
138
+ "cos_v_neg_g_t": 0.024593152105808258,
139
+ "g_t_norm": 1095.483642578125,
140
+ "g_norm": 0.7113118767738342,
141
+ "hv_norm": 0.17222793400287628,
142
+ "cos_v_hv": 0.0013239706167951226,
143
+ "hg_norm": 72.42478942871094,
144
+ "cos_g_hg": 0.8460604548454285,
145
+ "v_parallel_norm": 0.0045094676315784454,
146
+ "v_perp_norm": 75.21650695800781,
147
+ "embed_v_norm": 32.657981872558594,
148
+ "embed_cos_v_neg_g": 0.06405787169933319,
149
+ "value_embed_0_v_norm": 32.863033294677734,
150
+ "value_embed_0_cos_v_neg_g": 0.06147056445479393,
151
+ "value_embed_1_v_norm": 32.62826156616211,
152
+ "value_embed_1_cos_v_neg_g": 0.06099671870470047,
153
+ "value_embed_2_v_norm": 32.35417938232422,
154
+ "value_embed_2_cos_v_neg_g": 0.060694243758916855,
155
+ "layer_1_v_norm": 3.701422691345215,
156
+ "layer_1_cos_v_neg_g": 0.014701754786074162,
157
+ "layer_2_v_norm": 3.6779816150665283,
158
+ "layer_2_cos_v_neg_g": 0.0012050213990733027,
159
+ "layer_3_v_norm": 3.721099376678467,
160
+ "layer_3_cos_v_neg_g": 0.027812689542770386,
161
+ "layer_4_v_norm": 3.7119734287261963,
162
+ "layer_4_cos_v_neg_g": 0.025150183588266373,
163
+ "layer_5_v_norm": 3.7202422618865967,
164
+ "layer_5_cos_v_neg_g": 0.01761481538414955,
165
+ "layer_6_v_norm": 3.7151594161987305,
166
+ "layer_6_cos_v_neg_g": 0.02523423731327057,
167
+ "layer_7_v_norm": 3.7315196990966797,
168
+ "layer_7_cos_v_neg_g": 0.022403109818696976,
169
+ "layer_8_v_norm": 3.737008571624756,
170
+ "layer_8_cos_v_neg_g": 0.011412468738853931,
171
+ "layer_9_v_norm": 3.7525148391723633,
172
+ "layer_9_cos_v_neg_g": 0.020915579050779343,
173
+ "layer_10_v_norm": 3.7204976081848145,
174
+ "layer_10_cos_v_neg_g": 0.015537354163825512,
175
+ "layer_11_v_norm": 3.7146799564361572,
176
+ "layer_11_cos_v_neg_g": 0.02500561624765396,
177
+ "layer_12_v_norm": 3.7823801040649414,
178
+ "layer_12_cos_v_neg_g": 0.01718859188258648,
179
+ "lm_head_v_norm": 35.116851806640625,
180
+ "lm_head_cos_v_neg_g": 0.06360083818435669,
181
+ "block0_q_v_norm": 1.2515257596969604,
182
+ "block0_q_cos_v_neg_g": 0.052431005984544754,
183
+ "block0_k_v_norm": 1.2499011754989624,
184
+ "block0_k_cos_v_neg_g": 0.051773980259895325,
185
+ "block0_v_v_norm": 1.2355071306228638,
186
+ "block0_v_cos_v_neg_g": 0.03441571071743965,
187
+ "block0_o_v_norm": 1.2398500442504883,
188
+ "block0_o_cos_v_neg_g": 0.0423516109585762,
189
+ "block0_mlp_win_v_norm": 2.4513230323791504,
190
+ "block0_mlp_win_cos_v_neg_g": 0.06172750145196915,
191
+ "block0_mlp_wout_v_norm": 1.2244352102279663,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.04518406093120575,
193
+ "block3_q_v_norm": 1.190719485282898,
194
+ "block3_q_cos_v_neg_g": 0.0221466813236475,
195
+ "block3_k_v_norm": 1.214579701423645,
196
+ "block3_k_cos_v_neg_g": 0.027902865782380104,
197
+ "block3_v_v_norm": 1.1686351299285889,
198
+ "block3_v_cos_v_neg_g": 0.014449819922447205,
199
+ "block3_o_v_norm": 1.216820478439331,
200
+ "block3_o_cos_v_neg_g": 0.03225100040435791,
201
+ "block3_mlp_win_v_norm": 2.5619351863861084,
202
+ "block3_mlp_win_cos_v_neg_g": 0.037950076162815094,
203
+ "block3_mlp_wout_v_norm": 1.2147846221923828,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.056287702172994614,
205
+ "block7_q_v_norm": 1.1999322175979614,
206
+ "block7_q_cos_v_neg_g": 0.022484518587589264,
207
+ "block7_k_v_norm": 1.2164427042007446,
208
+ "block7_k_cos_v_neg_g": 0.03125058114528656,
209
+ "block7_v_v_norm": 1.1910039186477661,
210
+ "block7_v_cos_v_neg_g": 0.018716000020503998,
211
+ "block7_o_v_norm": 1.228497862815857,
212
+ "block7_o_cos_v_neg_g": 0.029029209166765213,
213
+ "block7_mlp_win_v_norm": 2.569892644882202,
214
+ "block7_mlp_win_cos_v_neg_g": 0.03682636842131615,
215
+ "block7_mlp_wout_v_norm": 1.2302067279815674,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.06712662428617477,
217
+ "block11_q_v_norm": 1.2174131870269775,
218
+ "block11_q_cos_v_neg_g": 0.022819381207227707,
219
+ "block11_k_v_norm": 1.225439190864563,
220
+ "block11_k_cos_v_neg_g": 0.029173079878091812,
221
+ "block11_v_v_norm": 1.1859997510910034,
222
+ "block11_v_cos_v_neg_g": 0.019437475129961967,
223
+ "block11_o_v_norm": 1.241960048675537,
224
+ "block11_o_cos_v_neg_g": 0.0411035418510437,
225
+ "block11_mlp_win_v_norm": 2.5786478519439697,
226
+ "block11_mlp_win_cos_v_neg_g": 0.03617887943983078,
227
+ "block11_mlp_wout_v_norm": 1.3128634691238403,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04962692782282829,
229
+ "embed_sharpness": 0.00021764091798104346,
230
+ "value_embed_0_sharpness": 3.191533778590383e-05,
231
+ "value_embed_1_sharpness": 5.310158849169966e-05,
232
+ "value_embed_2_sharpness": 0.00016726462126825936,
233
+ "layer_1_sharpness": 0.005621194140985608,
234
+ "layer_2_sharpness": 0.07422154024243355,
235
+ "layer_3_sharpness": 0.005618098075501621,
236
+ "layer_4_sharpness": 0.00977162062190473,
237
+ "layer_5_sharpness": 0.01527192397043109,
238
+ "layer_6_sharpness": 0.00984276202507317,
239
+ "layer_7_sharpness": 0.006769393337890506,
240
+ "layer_8_sharpness": 0.02917264960706234,
241
+ "layer_9_sharpness": 0.006916518090292811,
242
+ "layer_10_sharpness": 0.00302577274851501,
243
+ "layer_11_sharpness": 0.004652175935916603,
244
+ "layer_12_sharpness": 0.47065240144729614,
245
+ "lm_head_sharpness": 0.0012049283541273326,
246
+ "block0_q_sharpness": 0.0007891836867202073,
247
+ "block0_k_sharpness": 0.0006507425860036165,
248
+ "block0_v_sharpness": 0.00012827481259591877,
249
+ "block0_o_sharpness": 0.0005428204749478027,
250
+ "block0_mlp_win_sharpness": 0.002937803277745843,
251
+ "block0_mlp_wout_sharpness": 0.016005429904907942,
252
+ "block3_q_sharpness": 0.0021794579224660993,
253
+ "block3_k_sharpness": 0.0013567024434451014,
254
+ "block3_v_sharpness": 0.011059391079470515,
255
+ "block3_o_sharpness": 0.0020375853055156767,
256
+ "block3_mlp_win_sharpness": 0.005047931685112417,
257
+ "block3_mlp_wout_sharpness": 0.005960893118754029,
258
+ "block7_q_sharpness": 0.023124297615140676,
259
+ "block7_k_sharpness": 0.006808288162574172,
260
+ "block7_v_sharpness": 0.03210657276213169,
261
+ "block7_o_sharpness": 0.008247789926826954,
262
+ "block7_mlp_win_sharpness": 0.0027572521939873695,
263
+ "block7_mlp_wout_sharpness": 0.0033789760200306773,
264
+ "block11_q_sharpness": 0.016229120548814535,
265
+ "block11_k_sharpness": 0.015922910068184137,
266
+ "block11_v_sharpness": 0.013825766276568174,
267
+ "block11_o_sharpness": 0.025587178766727448,
268
+ "block11_mlp_win_sharpness": 0.13243400305509567,
269
+ "block11_mlp_wout_sharpness": 1.449964463710785,
270
+ "sum_layer_numerators": 9.079175751102637,
271
+ "block_diag_sharpness": 0.0545576992935324,
272
+ "cross_layer_sharpness": 0.05660342466767785
273
+ }
logs_sharpness_clean/layer_wise/mode_0_param_qkvo_seed_44/sharpness_step_2500.json ADDED
@@ -0,0 +1,273 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "total_update_fnorm": 73.8797607421875,
3
+ "total_l1_linf_norm": 662303.75,
4
+ "total_spectral_norm": 73.83594512939453,
5
+ "embed_update_fnorm": 32.25,
6
+ "embed_max_l1_linf_norm": 13.3125,
7
+ "embed_max_spectral_norm": 5.442874908447266,
8
+ "value_embed_0_update_fnorm": 32.0,
9
+ "value_embed_0_max_l1_linf_norm": 13.25,
10
+ "value_embed_0_max_spectral_norm": 2.7837624549865723,
11
+ "value_embed_1_update_fnorm": 32.25,
12
+ "value_embed_1_max_l1_linf_norm": 13.3125,
13
+ "value_embed_1_max_spectral_norm": 3.9188034534454346,
14
+ "value_embed_2_update_fnorm": 32.25,
15
+ "value_embed_2_max_l1_linf_norm": 13.25,
16
+ "value_embed_2_max_spectral_norm": 3.0558431148529053,
17
+ "layer_1_update_fnorm": 3.686572551727295,
18
+ "layer_1_max_l1_linf_norm": 1.9531172513961792,
19
+ "layer_1_max_spectral_norm": 0.11357025057077408,
20
+ "layer_2_update_fnorm": 3.505904197692871,
21
+ "layer_2_max_l1_linf_norm": 2.167210102081299,
22
+ "layer_2_max_spectral_norm": 0.12033191323280334,
23
+ "layer_3_update_fnorm": 3.7127797603607178,
24
+ "layer_3_max_l1_linf_norm": 1.952516794204712,
25
+ "layer_3_max_spectral_norm": 0.12038267403841019,
26
+ "layer_4_update_fnorm": 3.698550224304199,
27
+ "layer_4_max_l1_linf_norm": 1.8912432193756104,
28
+ "layer_4_max_spectral_norm": 0.1205955520272255,
29
+ "layer_5_update_fnorm": 3.7057831287384033,
30
+ "layer_5_max_l1_linf_norm": 1.917811632156372,
31
+ "layer_5_max_spectral_norm": 0.12057297676801682,
32
+ "layer_6_update_fnorm": 3.705282211303711,
33
+ "layer_6_max_l1_linf_norm": 1.918074131011963,
34
+ "layer_6_max_spectral_norm": 0.12058299034833908,
35
+ "layer_7_update_fnorm": 3.7193760871887207,
36
+ "layer_7_max_l1_linf_norm": 1.874267339706421,
37
+ "layer_7_max_spectral_norm": 0.1204882264137268,
38
+ "layer_8_update_fnorm": 3.7204673290252686,
39
+ "layer_8_max_l1_linf_norm": 1.9539484977722168,
40
+ "layer_8_max_spectral_norm": 0.12057903409004211,
41
+ "layer_9_update_fnorm": 3.7480506896972656,
42
+ "layer_9_max_l1_linf_norm": 1.9443564414978027,
43
+ "layer_9_max_spectral_norm": 0.120552659034729,
44
+ "layer_10_update_fnorm": 3.708315134048462,
45
+ "layer_10_max_l1_linf_norm": 1.9896771907806396,
46
+ "layer_10_max_spectral_norm": 0.12052877247333527,
47
+ "layer_11_update_fnorm": 3.7063381671905518,
48
+ "layer_11_max_l1_linf_norm": 1.985229253768921,
49
+ "layer_11_max_spectral_norm": 0.12044872343540192,
50
+ "layer_12_update_fnorm": 3.7827107906341553,
51
+ "layer_12_max_l1_linf_norm": 2.2064313888549805,
52
+ "layer_12_max_spectral_norm": 0.12051457166671753,
53
+ "lm_head_update_fnorm": 33.673343658447266,
54
+ "lm_head_max_l1_linf_norm": 13.957259178161621,
55
+ "lm_head_max_spectral_norm": 7.842889785766602,
56
+ "block0_q_update_fnorm": 1.2481727600097656,
57
+ "block0_q_max_l1_linf_norm": 1.0532395839691162,
58
+ "block0_q_max_spectral_norm": 0.06019964441657066,
59
+ "block0_k_update_fnorm": 1.2456954717636108,
60
+ "block0_k_max_l1_linf_norm": 1.0494495630264282,
61
+ "block0_k_max_spectral_norm": 0.060167618095874786,
62
+ "block0_v_update_fnorm": 1.2277837991714478,
63
+ "block0_v_max_l1_linf_norm": 1.0413459539413452,
64
+ "block0_v_max_spectral_norm": 0.06020732969045639,
65
+ "block0_o_update_fnorm": 1.240793228149414,
66
+ "block0_o_max_l1_linf_norm": 1.0384552478790283,
67
+ "block0_o_max_spectral_norm": 0.06022820249199867,
68
+ "block0_mlp_win_update_fnorm": 2.436910390853882,
69
+ "block0_mlp_win_max_l1_linf_norm": 1.5520434379577637,
70
+ "block0_mlp_win_max_spectral_norm": 0.11357025057077408,
71
+ "block0_mlp_wout_update_fnorm": 1.222934603691101,
72
+ "block0_mlp_wout_max_l1_linf_norm": 1.9531172513961792,
73
+ "block0_mlp_wout_max_spectral_norm": 0.05894256755709648,
74
+ "block3_q_update_fnorm": 1.2004241943359375,
75
+ "block3_q_max_l1_linf_norm": 1.0398259162902832,
76
+ "block3_q_max_spectral_norm": 0.06020661070942879,
77
+ "block3_k_update_fnorm": 1.220015048980713,
78
+ "block3_k_max_l1_linf_norm": 1.038139820098877,
79
+ "block3_k_max_spectral_norm": 0.06020070239901543,
80
+ "block3_v_update_fnorm": 1.1487030982971191,
81
+ "block3_v_max_l1_linf_norm": 1.044206142425537,
82
+ "block3_v_max_spectral_norm": 0.06019662693142891,
83
+ "block3_o_update_fnorm": 1.214327335357666,
84
+ "block3_o_max_l1_linf_norm": 1.0190646648406982,
85
+ "block3_o_max_spectral_norm": 0.06018301472067833,
86
+ "block3_mlp_win_update_fnorm": 2.544379234313965,
87
+ "block3_mlp_win_max_l1_linf_norm": 1.834169864654541,
88
+ "block3_mlp_win_max_spectral_norm": 0.1205955520272255,
89
+ "block3_mlp_wout_update_fnorm": 1.2172327041625977,
90
+ "block3_mlp_wout_max_l1_linf_norm": 1.8912432193756104,
91
+ "block3_mlp_wout_max_spectral_norm": 0.05681122466921806,
92
+ "block7_q_update_fnorm": 1.2068923711776733,
93
+ "block7_q_max_l1_linf_norm": 1.0950701236724854,
94
+ "block7_q_max_spectral_norm": 0.06019306927919388,
95
+ "block7_k_update_fnorm": 1.219562292098999,
96
+ "block7_k_max_l1_linf_norm": 1.071817398071289,
97
+ "block7_k_max_spectral_norm": 0.060204070061445236,
98
+ "block7_v_update_fnorm": 1.1920312643051147,
99
+ "block7_v_max_l1_linf_norm": 1.0258378982543945,
100
+ "block7_v_max_spectral_norm": 0.06019167974591255,
101
+ "block7_o_update_fnorm": 1.2298914194107056,
102
+ "block7_o_max_l1_linf_norm": 1.0368027687072754,
103
+ "block7_o_max_spectral_norm": 0.060206230729818344,
104
+ "block7_mlp_win_update_fnorm": 2.5353188514709473,
105
+ "block7_mlp_win_max_l1_linf_norm": 1.8674917221069336,
106
+ "block7_mlp_win_max_spectral_norm": 0.12057903409004211,
107
+ "block7_mlp_wout_update_fnorm": 1.239471673965454,
108
+ "block7_mlp_wout_max_l1_linf_norm": 1.9539484977722168,
109
+ "block7_mlp_wout_max_spectral_norm": 0.056926429271698,
110
+ "block11_q_update_fnorm": 1.218765139579773,
111
+ "block11_q_max_l1_linf_norm": 1.0433564186096191,
112
+ "block11_q_max_spectral_norm": 0.06019468232989311,
113
+ "block11_k_update_fnorm": 1.226298213005066,
114
+ "block11_k_max_l1_linf_norm": 1.048445701599121,
115
+ "block11_k_max_spectral_norm": 0.06019064411520958,
116
+ "block11_v_update_fnorm": 1.1752278804779053,
117
+ "block11_v_max_l1_linf_norm": 1.0008817911148071,
118
+ "block11_v_max_spectral_norm": 0.060202859342098236,
119
+ "block11_o_update_fnorm": 1.2394577264785767,
120
+ "block11_o_max_l1_linf_norm": 1.0328545570373535,
121
+ "block11_o_max_spectral_norm": 0.06021137163043022,
122
+ "block11_mlp_win_update_fnorm": 2.5932955741882324,
123
+ "block11_mlp_win_max_l1_linf_norm": 1.7430970668792725,
124
+ "block11_mlp_win_max_spectral_norm": 0.12051457166671753,
125
+ "block11_mlp_wout_update_fnorm": 1.2949339151382446,
126
+ "block11_mlp_wout_max_l1_linf_norm": 2.2064313888549805,
127
+ "block11_mlp_wout_max_spectral_norm": 0.06026563048362732,
128
+ "num_tokens": 1536,
129
+ "total_sharpness": 0.005188029957935214,
130
+ "block_total_sharpness": 0.1251891329884529,
131
+ "v_norm_block": 12.819090843200684,
132
+ "v_T_H_v_block": 20.572218418121338,
133
+ "v_norm": 73.83592224121094,
134
+ "ip_v_neg_g_hvp": 0.1574508100748062,
135
+ "cos_v_neg_g_hvp": 0.005525801796466112,
136
+ "g_hvp_norm": 0.3859063386917114,
137
+ "ip_v_neg_g_t": 1920.333251953125,
138
+ "cos_v_neg_g_t": 0.006672630552202463,
139
+ "g_t_norm": 3897.73046875,
140
+ "g_norm": 0.3859063386917114,
141
+ "hv_norm": 0.7901797294616699,
142
+ "cos_v_hv": 0.00031561165815219283,
143
+ "hg_norm": 24.93982696533203,
144
+ "cos_g_hg": 0.8385350108146667,
145
+ "v_parallel_norm": 0.01023732777684927,
146
+ "v_perp_norm": 73.83592224121094,
147
+ "embed_v_norm": 32.37569808959961,
148
+ "embed_cos_v_neg_g": 0.06980294734239578,
149
+ "value_embed_0_v_norm": 32.05609130859375,
150
+ "value_embed_0_cos_v_neg_g": 0.06805071234703064,
151
+ "value_embed_1_v_norm": 32.25764465332031,
152
+ "value_embed_1_cos_v_neg_g": 0.06566604971885681,
153
+ "value_embed_2_v_norm": 32.20542526245117,
154
+ "value_embed_2_cos_v_neg_g": 0.06337377429008484,
155
+ "layer_1_v_norm": 3.686572551727295,
156
+ "layer_1_cos_v_neg_g": 0.017704686149954796,
157
+ "layer_2_v_norm": 3.505904197692871,
158
+ "layer_2_cos_v_neg_g": 0.0027254200540483,
159
+ "layer_3_v_norm": 3.7127797603607178,
160
+ "layer_3_cos_v_neg_g": 0.04463217034935951,
161
+ "layer_4_v_norm": 3.698550224304199,
162
+ "layer_4_cos_v_neg_g": 0.040358345955610275,
163
+ "layer_5_v_norm": 3.7057831287384033,
164
+ "layer_5_cos_v_neg_g": 0.034988533705472946,
165
+ "layer_6_v_norm": 3.705282211303711,
166
+ "layer_6_cos_v_neg_g": 0.03409514203667641,
167
+ "layer_7_v_norm": 3.7193760871887207,
168
+ "layer_7_cos_v_neg_g": 0.039398644119501114,
169
+ "layer_8_v_norm": 3.7204673290252686,
170
+ "layer_8_cos_v_neg_g": 0.03205552324652672,
171
+ "layer_9_v_norm": 3.7480506896972656,
172
+ "layer_9_cos_v_neg_g": 0.03490573540329933,
173
+ "layer_10_v_norm": 3.708315134048462,
174
+ "layer_10_cos_v_neg_g": 0.03228263556957245,
175
+ "layer_11_v_norm": 3.7063381671905518,
176
+ "layer_11_cos_v_neg_g": 0.044036563485860825,
177
+ "layer_12_v_norm": 3.7827107906341553,
178
+ "layer_12_cos_v_neg_g": 0.027543392032384872,
179
+ "lm_head_v_norm": 33.673343658447266,
180
+ "lm_head_cos_v_neg_g": 0.06719920039176941,
181
+ "block0_q_v_norm": 1.2481727600097656,
182
+ "block0_q_cos_v_neg_g": 0.06164636090397835,
183
+ "block0_k_v_norm": 1.2456954717636108,
184
+ "block0_k_cos_v_neg_g": 0.059925179928541183,
185
+ "block0_v_v_norm": 1.2277837991714478,
186
+ "block0_v_cos_v_neg_g": 0.041342608630657196,
187
+ "block0_o_v_norm": 1.240793228149414,
188
+ "block0_o_cos_v_neg_g": 0.05241833254694939,
189
+ "block0_mlp_win_v_norm": 2.436910390853882,
190
+ "block0_mlp_win_cos_v_neg_g": 0.07473066449165344,
191
+ "block0_mlp_wout_v_norm": 1.222934603691101,
192
+ "block0_mlp_wout_cos_v_neg_g": 0.061336006969213486,
193
+ "block3_q_v_norm": 1.2004241943359375,
194
+ "block3_q_cos_v_neg_g": 0.031897496432065964,
195
+ "block3_k_v_norm": 1.220015048980713,
196
+ "block3_k_cos_v_neg_g": 0.03933592885732651,
197
+ "block3_v_v_norm": 1.1487030982971191,
198
+ "block3_v_cos_v_neg_g": 0.026223698630928993,
199
+ "block3_o_v_norm": 1.214327335357666,
200
+ "block3_o_cos_v_neg_g": 0.04920988157391548,
201
+ "block3_mlp_win_v_norm": 2.544379234313965,
202
+ "block3_mlp_win_cos_v_neg_g": 0.050365302711725235,
203
+ "block3_mlp_wout_v_norm": 1.2172327041625977,
204
+ "block3_mlp_wout_cos_v_neg_g": 0.07616370171308517,
205
+ "block7_q_v_norm": 1.2068923711776733,
206
+ "block7_q_cos_v_neg_g": 0.03858233243227005,
207
+ "block7_k_v_norm": 1.219562292098999,
208
+ "block7_k_cos_v_neg_g": 0.0418890118598938,
209
+ "block7_v_v_norm": 1.1920312643051147,
210
+ "block7_v_cos_v_neg_g": 0.03408925607800484,
211
+ "block7_o_v_norm": 1.2298914194107056,
212
+ "block7_o_cos_v_neg_g": 0.044672537595033646,
213
+ "block7_mlp_win_v_norm": 2.5353188514709473,
214
+ "block7_mlp_win_cos_v_neg_g": 0.049217890948057175,
215
+ "block7_mlp_wout_v_norm": 1.239471673965454,
216
+ "block7_mlp_wout_cos_v_neg_g": 0.07630402594804764,
217
+ "block11_q_v_norm": 1.218765139579773,
218
+ "block11_q_cos_v_neg_g": 0.031064348295331,
219
+ "block11_k_v_norm": 1.226298213005066,
220
+ "block11_k_cos_v_neg_g": 0.034765101969242096,
221
+ "block11_v_v_norm": 1.1752278804779053,
222
+ "block11_v_cos_v_neg_g": 0.022614557296037674,
223
+ "block11_o_v_norm": 1.2394577264785767,
224
+ "block11_o_cos_v_neg_g": 0.044533904641866684,
225
+ "block11_mlp_win_v_norm": 2.5932955741882324,
226
+ "block11_mlp_win_cos_v_neg_g": 0.037036746740341187,
227
+ "block11_mlp_wout_v_norm": 1.2949339151382446,
228
+ "block11_mlp_wout_cos_v_neg_g": 0.04341886192560196,
229
+ "embed_sharpness": 0.00015843096844037063,
230
+ "value_embed_0_sharpness": 3.284183821961051e-05,
231
+ "value_embed_1_sharpness": 6.77925709169358e-05,
232
+ "value_embed_2_sharpness": 0.00015594821161357686,
233
+ "layer_1_sharpness": 0.006945629138499498,
234
+ "layer_2_sharpness": 0.38713762164115906,
235
+ "layer_3_sharpness": 0.00835980148985982,
236
+ "layer_4_sharpness": 0.008498597424477339,
237
+ "layer_5_sharpness": 0.009199760388582945,
238
+ "layer_6_sharpness": 0.006030613789334893,
239
+ "layer_7_sharpness": 0.00966272153891623,
240
+ "layer_8_sharpness": 0.03467662073671818,
241
+ "layer_9_sharpness": 0.007565241074189544,
242
+ "layer_10_sharpness": 0.007810184033587575,
243
+ "layer_11_sharpness": 0.0073434957303106785,
244
+ "layer_12_sharpness": 0.16265417262911797,
245
+ "lm_head_sharpness": 0.0010044646624010056,
246
+ "block0_q_sharpness": 0.00035034962638746947,
247
+ "block0_k_sharpness": 0.00043682969408109784,
248
+ "block0_v_sharpness": 0.00019056662858929485,
249
+ "block0_o_sharpness": 0.0004031983989989385,
250
+ "block0_mlp_win_sharpness": 0.001862472330685705,
251
+ "block0_mlp_wout_sharpness": 0.011014614952728152,
252
+ "block3_q_sharpness": 0.001147303992183879,
253
+ "block3_k_sharpness": 0.0009551884140819311,
254
+ "block3_v_sharpness": 0.006251189159229398,
255
+ "block3_o_sharpness": 0.0014577162510249764,
256
+ "block3_mlp_win_sharpness": 0.00245945923961699,
257
+ "block3_mlp_wout_sharpness": 0.00489804963581264,
258
+ "block7_q_sharpness": 0.009549734881147742,
259
+ "block7_k_sharpness": 0.0022305199527181685,
260
+ "block7_v_sharpness": 0.021601691376417875,
261
+ "block7_o_sharpness": 0.007074439432471991,
262
+ "block7_mlp_win_sharpness": 0.0027087345952168107,
263
+ "block7_mlp_wout_sharpness": 0.002500205591786653,
264
+ "block11_q_sharpness": 0.012183877173811197,
265
+ "block11_k_sharpness": 0.013298343401402235,
266
+ "block11_v_sharpness": 0.009417995810508728,
267
+ "block11_o_sharpness": 0.024831119924783707,
268
+ "block11_mlp_win_sharpness": 0.029346040450036526,
269
+ "block11_mlp_wout_sharpness": 0.42336438596248627,
270
+ "sum_layer_numerators": 8.549091368191323,
271
+ "block_diag_sharpness": 0.05202421169487495,
272
+ "cross_layer_sharpness": 0.07316492129357796
273
+ }