jon-t commited on
Commit
9c1ec80
verified
1 Parent(s): 5c80616

End of training

Browse files
README.md CHANGED
@@ -14,7 +14,7 @@ should probably proofread and complete it, then remove this comment. -->
14
 
15
  # tiny-clinicalbert-qa
16
 
17
- This model is a fine-tuned version of [nlpie/tiny-clinicalbert](https://huggingface.co/nlpie/tiny-clinicalbert) on the None dataset.
18
 
19
  ## Model description
20
 
 
14
 
15
  # tiny-clinicalbert-qa
16
 
17
+ This model is a fine-tuned version of [nlpie/tiny-clinicalbert](https://huggingface.co/nlpie/tiny-clinicalbert) on the Eladio/emrqa-msquad and the rajpurkar/squad_v2 datasets.
18
 
19
  ## Model description
20
 
all_results.json CHANGED
@@ -1,26 +1,26 @@
1
  {
2
- "epoch": 2.0,
3
- "eval_HasAns_exact": 0.0,
4
- "eval_HasAns_f1": 0.0,
5
- "eval_HasAns_total": 87,
6
- "eval_NoAns_exact": 100.0,
7
- "eval_NoAns_f1": 100.0,
8
- "eval_NoAns_total": 13,
9
- "eval_best_exact": 13.0,
10
  "eval_best_exact_thresh": 0.0,
11
- "eval_best_f1": 13.0,
12
  "eval_best_f1_thresh": 0.0,
13
- "eval_exact": 13.0,
14
- "eval_f1": 13.0,
15
- "eval_runtime": 0.5087,
16
- "eval_samples": 100,
17
- "eval_samples_per_second": 196.593,
18
- "eval_steps_per_second": 25.557,
19
- "eval_total": 100,
20
- "total_flos": 2807799398400.0,
21
- "train_loss": 5.859864128960504,
22
- "train_runtime": 4.6531,
23
- "train_samples": 100,
24
- "train_samples_per_second": 42.982,
25
- "train_steps_per_second": 3.868
26
  }
 
1
  {
2
+ "epoch": 5.0,
3
+ "eval_HasAns_exact": 78.80363100318101,
4
+ "eval_HasAns_f1": 86.93823568622223,
5
+ "eval_HasAns_total": 38667,
6
+ "eval_NoAns_exact": 52.95206055508831,
7
+ "eval_NoAns_f1": 52.95206055508831,
8
+ "eval_NoAns_total": 5945,
9
+ "eval_best_exact": 75.3586478974267,
10
  "eval_best_exact_thresh": 0.0,
11
+ "eval_best_f1": 82.40923427058162,
12
  "eval_best_f1_thresh": 0.0,
13
+ "eval_exact": 75.3586478974267,
14
+ "eval_f1": 82.4092342705809,
15
+ "eval_runtime": 362.5386,
16
+ "eval_samples": 78873,
17
+ "eval_samples_per_second": 217.558,
18
+ "eval_steps_per_second": 27.197,
19
+ "eval_total": 44612,
20
+ "total_flos": 2.789913716232192e+16,
21
+ "train_loss": 0.945329581354701,
22
+ "train_runtime": 20797.0311,
23
+ "train_samples": 397452,
24
+ "train_samples_per_second": 95.555,
25
+ "train_steps_per_second": 5.972
26
  }
eval_nbest_predictions.json CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3df163c73e234bd0030e9826602bc6e19a7c957dd7c295e4630b8b3ba8d504aa
3
- size 274549
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:81997565151d57fa9c4ada6f4a37020c7f0db212ebb0471f64e0581ae9341821
3
+ size 216269144
eval_null_odds.json CHANGED
The diff for this file is too large to render. See raw diff
 
eval_predictions.json CHANGED
The diff for this file is too large to render. See raw diff
 
eval_results.json CHANGED
@@ -1,20 +1,20 @@
1
  {
2
- "epoch": 2.0,
3
- "eval_HasAns_exact": 0.0,
4
- "eval_HasAns_f1": 0.0,
5
- "eval_HasAns_total": 87,
6
- "eval_NoAns_exact": 100.0,
7
- "eval_NoAns_f1": 100.0,
8
- "eval_NoAns_total": 13,
9
- "eval_best_exact": 13.0,
10
  "eval_best_exact_thresh": 0.0,
11
- "eval_best_f1": 13.0,
12
  "eval_best_f1_thresh": 0.0,
13
- "eval_exact": 13.0,
14
- "eval_f1": 13.0,
15
- "eval_runtime": 0.5087,
16
- "eval_samples": 100,
17
- "eval_samples_per_second": 196.593,
18
- "eval_steps_per_second": 25.557,
19
- "eval_total": 100
20
  }
 
1
  {
2
+ "epoch": 5.0,
3
+ "eval_HasAns_exact": 78.80363100318101,
4
+ "eval_HasAns_f1": 86.93823568622223,
5
+ "eval_HasAns_total": 38667,
6
+ "eval_NoAns_exact": 52.95206055508831,
7
+ "eval_NoAns_f1": 52.95206055508831,
8
+ "eval_NoAns_total": 5945,
9
+ "eval_best_exact": 75.3586478974267,
10
  "eval_best_exact_thresh": 0.0,
11
+ "eval_best_f1": 82.40923427058162,
12
  "eval_best_f1_thresh": 0.0,
13
+ "eval_exact": 75.3586478974267,
14
+ "eval_f1": 82.4092342705809,
15
+ "eval_runtime": 362.5386,
16
+ "eval_samples": 78873,
17
+ "eval_samples_per_second": 217.558,
18
+ "eval_steps_per_second": 27.197,
19
+ "eval_total": 44612
20
  }
train_results.json CHANGED
@@ -1,9 +1,9 @@
1
  {
2
- "epoch": 2.0,
3
- "total_flos": 2807799398400.0,
4
- "train_loss": 5.859864128960504,
5
- "train_runtime": 4.6531,
6
- "train_samples": 100,
7
- "train_samples_per_second": 42.982,
8
- "train_steps_per_second": 3.868
9
  }
 
1
  {
2
+ "epoch": 5.0,
3
+ "total_flos": 2.789913716232192e+16,
4
+ "train_loss": 0.945329581354701,
5
+ "train_runtime": 20797.0311,
6
+ "train_samples": 397452,
7
+ "train_samples_per_second": 95.555,
8
+ "train_steps_per_second": 5.972
9
  }
trainer_state.json CHANGED
@@ -2,27 +2,1763 @@
2
  "best_global_step": null,
3
  "best_metric": null,
4
  "best_model_checkpoint": null,
5
- "epoch": 2.0,
6
  "eval_steps": 500,
7
- "global_step": 18,
8
  "is_hyper_param_search": false,
9
  "is_local_process_zero": true,
10
  "is_world_process_zero": true,
11
  "log_history": [
12
  {
13
- "epoch": 2.0,
14
- "step": 18,
15
- "total_flos": 2807799398400.0,
16
- "train_loss": 5.859864128960504,
17
- "train_runtime": 4.6531,
18
- "train_samples_per_second": 42.982,
19
- "train_steps_per_second": 3.868
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
20
  }
21
  ],
22
  "logging_steps": 500,
23
- "max_steps": 18,
24
  "num_input_tokens_seen": 0,
25
- "num_train_epochs": 2,
26
  "save_steps": 500,
27
  "stateful_callbacks": {
28
  "TrainerControl": {
@@ -36,8 +1772,8 @@
36
  "attributes": {}
37
  }
38
  },
39
- "total_flos": 2807799398400.0,
40
- "train_batch_size": 12,
41
  "trial_name": null,
42
  "trial_params": null
43
  }
 
2
  "best_global_step": null,
3
  "best_metric": null,
4
  "best_model_checkpoint": null,
5
+ "epoch": 5.0,
6
  "eval_steps": 500,
7
+ "global_step": 124205,
8
  "is_hyper_param_search": false,
9
  "is_local_process_zero": true,
10
  "is_world_process_zero": true,
11
  "log_history": [
12
  {
13
+ "epoch": 0.020128014170121975,
14
+ "grad_norm": 4.4243292808532715,
15
+ "learning_rate": 4.9799122418582184e-05,
16
+ "loss": 3.5581,
17
+ "step": 500
18
+ },
19
+ {
20
+ "epoch": 0.04025602834024395,
21
+ "grad_norm": 5.467681884765625,
22
+ "learning_rate": 4.9597842276880965e-05,
23
+ "loss": 3.0931,
24
+ "step": 1000
25
+ },
26
+ {
27
+ "epoch": 0.06038404251036593,
28
+ "grad_norm": 6.596652507781982,
29
+ "learning_rate": 4.9396562135179747e-05,
30
+ "loss": 2.9698,
31
+ "step": 1500
32
+ },
33
+ {
34
+ "epoch": 0.0805120566804879,
35
+ "grad_norm": 6.438045501708984,
36
+ "learning_rate": 4.919528199347853e-05,
37
+ "loss": 2.8506,
38
+ "step": 2000
39
+ },
40
+ {
41
+ "epoch": 0.10064007085060987,
42
+ "grad_norm": 9.303359031677246,
43
+ "learning_rate": 4.89940018517773e-05,
44
+ "loss": 2.6189,
45
+ "step": 2500
46
+ },
47
+ {
48
+ "epoch": 0.12076808502073186,
49
+ "grad_norm": 10.118370056152344,
50
+ "learning_rate": 4.8792721710076084e-05,
51
+ "loss": 2.4486,
52
+ "step": 3000
53
+ },
54
+ {
55
+ "epoch": 0.14089609919085383,
56
+ "grad_norm": 9.903593063354492,
57
+ "learning_rate": 4.8591441568374865e-05,
58
+ "loss": 2.3446,
59
+ "step": 3500
60
+ },
61
+ {
62
+ "epoch": 0.1610241133609758,
63
+ "grad_norm": 14.505561828613281,
64
+ "learning_rate": 4.8390161426673646e-05,
65
+ "loss": 2.3041,
66
+ "step": 4000
67
+ },
68
+ {
69
+ "epoch": 0.18115212753109777,
70
+ "grad_norm": 8.208205223083496,
71
+ "learning_rate": 4.818888128497243e-05,
72
+ "loss": 2.221,
73
+ "step": 4500
74
+ },
75
+ {
76
+ "epoch": 0.20128014170121974,
77
+ "grad_norm": 9.10877799987793,
78
+ "learning_rate": 4.79876011432712e-05,
79
+ "loss": 2.2055,
80
+ "step": 5000
81
+ },
82
+ {
83
+ "epoch": 0.22140815587134174,
84
+ "grad_norm": 10.197419166564941,
85
+ "learning_rate": 4.778632100156999e-05,
86
+ "loss": 2.0875,
87
+ "step": 5500
88
+ },
89
+ {
90
+ "epoch": 0.24153617004146372,
91
+ "grad_norm": 13.130525588989258,
92
+ "learning_rate": 4.758504085986877e-05,
93
+ "loss": 2.0619,
94
+ "step": 6000
95
+ },
96
+ {
97
+ "epoch": 0.26166418421158566,
98
+ "grad_norm": 10.468463897705078,
99
+ "learning_rate": 4.7383760718167546e-05,
100
+ "loss": 2.0394,
101
+ "step": 6500
102
+ },
103
+ {
104
+ "epoch": 0.28179219838170766,
105
+ "grad_norm": 10.524393081665039,
106
+ "learning_rate": 4.718248057646633e-05,
107
+ "loss": 1.9868,
108
+ "step": 7000
109
+ },
110
+ {
111
+ "epoch": 0.30192021255182966,
112
+ "grad_norm": 12.109511375427246,
113
+ "learning_rate": 4.698120043476511e-05,
114
+ "loss": 1.9657,
115
+ "step": 7500
116
+ },
117
+ {
118
+ "epoch": 0.3220482267219516,
119
+ "grad_norm": 9.086125373840332,
120
+ "learning_rate": 4.677992029306389e-05,
121
+ "loss": 1.9197,
122
+ "step": 8000
123
+ },
124
+ {
125
+ "epoch": 0.3421762408920736,
126
+ "grad_norm": 11.7044038772583,
127
+ "learning_rate": 4.657864015136267e-05,
128
+ "loss": 1.9035,
129
+ "step": 8500
130
+ },
131
+ {
132
+ "epoch": 0.36230425506219555,
133
+ "grad_norm": 10.403022766113281,
134
+ "learning_rate": 4.6377360009661446e-05,
135
+ "loss": 1.8933,
136
+ "step": 9000
137
+ },
138
+ {
139
+ "epoch": 0.38243226923231755,
140
+ "grad_norm": 11.45753002166748,
141
+ "learning_rate": 4.6176079867960234e-05,
142
+ "loss": 1.8203,
143
+ "step": 9500
144
+ },
145
+ {
146
+ "epoch": 0.4025602834024395,
147
+ "grad_norm": 15.168684959411621,
148
+ "learning_rate": 4.597479972625901e-05,
149
+ "loss": 1.8252,
150
+ "step": 10000
151
+ },
152
+ {
153
+ "epoch": 0.4226882975725615,
154
+ "grad_norm": 11.098946571350098,
155
+ "learning_rate": 4.577351958455779e-05,
156
+ "loss": 1.7927,
157
+ "step": 10500
158
+ },
159
+ {
160
+ "epoch": 0.4428163117426835,
161
+ "grad_norm": 14.646119117736816,
162
+ "learning_rate": 4.557223944285657e-05,
163
+ "loss": 1.7588,
164
+ "step": 11000
165
+ },
166
+ {
167
+ "epoch": 0.46294432591280543,
168
+ "grad_norm": 9.974624633789062,
169
+ "learning_rate": 4.537095930115535e-05,
170
+ "loss": 1.744,
171
+ "step": 11500
172
+ },
173
+ {
174
+ "epoch": 0.48307234008292743,
175
+ "grad_norm": 12.911872863769531,
176
+ "learning_rate": 4.516967915945413e-05,
177
+ "loss": 1.6844,
178
+ "step": 12000
179
+ },
180
+ {
181
+ "epoch": 0.5032003542530494,
182
+ "grad_norm": 12.667566299438477,
183
+ "learning_rate": 4.496839901775291e-05,
184
+ "loss": 1.6536,
185
+ "step": 12500
186
+ },
187
+ {
188
+ "epoch": 0.5233283684231713,
189
+ "grad_norm": 16.291105270385742,
190
+ "learning_rate": 4.476711887605169e-05,
191
+ "loss": 1.6482,
192
+ "step": 13000
193
+ },
194
+ {
195
+ "epoch": 0.5434563825932933,
196
+ "grad_norm": 13.714164733886719,
197
+ "learning_rate": 4.456583873435047e-05,
198
+ "loss": 1.6148,
199
+ "step": 13500
200
+ },
201
+ {
202
+ "epoch": 0.5635843967634153,
203
+ "grad_norm": 14.619283676147461,
204
+ "learning_rate": 4.436455859264925e-05,
205
+ "loss": 1.6384,
206
+ "step": 14000
207
+ },
208
+ {
209
+ "epoch": 0.5837124109335373,
210
+ "grad_norm": 11.949310302734375,
211
+ "learning_rate": 4.416327845094803e-05,
212
+ "loss": 1.5816,
213
+ "step": 14500
214
+ },
215
+ {
216
+ "epoch": 0.6038404251036593,
217
+ "grad_norm": 12.366539001464844,
218
+ "learning_rate": 4.396199830924681e-05,
219
+ "loss": 1.5615,
220
+ "step": 15000
221
+ },
222
+ {
223
+ "epoch": 0.6239684392737812,
224
+ "grad_norm": 9.16579818725586,
225
+ "learning_rate": 4.3760718167545596e-05,
226
+ "loss": 1.5674,
227
+ "step": 15500
228
+ },
229
+ {
230
+ "epoch": 0.6440964534439032,
231
+ "grad_norm": 11.544962882995605,
232
+ "learning_rate": 4.355943802584437e-05,
233
+ "loss": 1.5268,
234
+ "step": 16000
235
+ },
236
+ {
237
+ "epoch": 0.6642244676140252,
238
+ "grad_norm": 15.489496231079102,
239
+ "learning_rate": 4.335815788414315e-05,
240
+ "loss": 1.4859,
241
+ "step": 16500
242
+ },
243
+ {
244
+ "epoch": 0.6843524817841472,
245
+ "grad_norm": 12.722689628601074,
246
+ "learning_rate": 4.315687774244193e-05,
247
+ "loss": 1.4752,
248
+ "step": 17000
249
+ },
250
+ {
251
+ "epoch": 0.7044804959542692,
252
+ "grad_norm": 14.4386568069458,
253
+ "learning_rate": 4.2955597600740714e-05,
254
+ "loss": 1.4646,
255
+ "step": 17500
256
+ },
257
+ {
258
+ "epoch": 0.7246085101243911,
259
+ "grad_norm": 9.312575340270996,
260
+ "learning_rate": 4.2754317459039495e-05,
261
+ "loss": 1.481,
262
+ "step": 18000
263
+ },
264
+ {
265
+ "epoch": 0.7447365242945131,
266
+ "grad_norm": 13.926103591918945,
267
+ "learning_rate": 4.2553037317338277e-05,
268
+ "loss": 1.4305,
269
+ "step": 18500
270
+ },
271
+ {
272
+ "epoch": 0.7648645384646351,
273
+ "grad_norm": 9.286456108093262,
274
+ "learning_rate": 4.235175717563705e-05,
275
+ "loss": 1.419,
276
+ "step": 19000
277
+ },
278
+ {
279
+ "epoch": 0.7849925526347571,
280
+ "grad_norm": 18.389366149902344,
281
+ "learning_rate": 4.215047703393583e-05,
282
+ "loss": 1.3926,
283
+ "step": 19500
284
+ },
285
+ {
286
+ "epoch": 0.805120566804879,
287
+ "grad_norm": 21.281620025634766,
288
+ "learning_rate": 4.1949196892234614e-05,
289
+ "loss": 1.393,
290
+ "step": 20000
291
+ },
292
+ {
293
+ "epoch": 0.825248580975001,
294
+ "grad_norm": 13.243730545043945,
295
+ "learning_rate": 4.1747916750533395e-05,
296
+ "loss": 1.3645,
297
+ "step": 20500
298
+ },
299
+ {
300
+ "epoch": 0.845376595145123,
301
+ "grad_norm": 16.452898025512695,
302
+ "learning_rate": 4.1546636608832176e-05,
303
+ "loss": 1.3608,
304
+ "step": 21000
305
+ },
306
+ {
307
+ "epoch": 0.865504609315245,
308
+ "grad_norm": 13.110088348388672,
309
+ "learning_rate": 4.134535646713095e-05,
310
+ "loss": 1.3747,
311
+ "step": 21500
312
+ },
313
+ {
314
+ "epoch": 0.885632623485367,
315
+ "grad_norm": 11.320960998535156,
316
+ "learning_rate": 4.114407632542974e-05,
317
+ "loss": 1.3154,
318
+ "step": 22000
319
+ },
320
+ {
321
+ "epoch": 0.9057606376554889,
322
+ "grad_norm": 11.911636352539062,
323
+ "learning_rate": 4.094279618372851e-05,
324
+ "loss": 1.3131,
325
+ "step": 22500
326
+ },
327
+ {
328
+ "epoch": 0.9258886518256109,
329
+ "grad_norm": 11.672017097473145,
330
+ "learning_rate": 4.0741516042027295e-05,
331
+ "loss": 1.3185,
332
+ "step": 23000
333
+ },
334
+ {
335
+ "epoch": 0.9460166659957329,
336
+ "grad_norm": 10.78576374053955,
337
+ "learning_rate": 4.0540235900326076e-05,
338
+ "loss": 1.2969,
339
+ "step": 23500
340
+ },
341
+ {
342
+ "epoch": 0.9661446801658549,
343
+ "grad_norm": 10.77676773071289,
344
+ "learning_rate": 4.033895575862486e-05,
345
+ "loss": 1.2918,
346
+ "step": 24000
347
+ },
348
+ {
349
+ "epoch": 0.9862726943359769,
350
+ "grad_norm": 9.955876350402832,
351
+ "learning_rate": 4.013767561692364e-05,
352
+ "loss": 1.2866,
353
+ "step": 24500
354
+ },
355
+ {
356
+ "epoch": 1.0064007085060989,
357
+ "grad_norm": 9.662604331970215,
358
+ "learning_rate": 3.993639547522241e-05,
359
+ "loss": 1.2468,
360
+ "step": 25000
361
+ },
362
+ {
363
+ "epoch": 1.0265287226762208,
364
+ "grad_norm": 17.390344619750977,
365
+ "learning_rate": 3.9735115333521194e-05,
366
+ "loss": 1.2174,
367
+ "step": 25500
368
+ },
369
+ {
370
+ "epoch": 1.0466567368463426,
371
+ "grad_norm": 10.578307151794434,
372
+ "learning_rate": 3.9533835191819976e-05,
373
+ "loss": 1.1876,
374
+ "step": 26000
375
+ },
376
+ {
377
+ "epoch": 1.0667847510164647,
378
+ "grad_norm": 11.745862007141113,
379
+ "learning_rate": 3.933255505011876e-05,
380
+ "loss": 1.1913,
381
+ "step": 26500
382
+ },
383
+ {
384
+ "epoch": 1.0869127651865866,
385
+ "grad_norm": 16.16767120361328,
386
+ "learning_rate": 3.913127490841754e-05,
387
+ "loss": 1.2254,
388
+ "step": 27000
389
+ },
390
+ {
391
+ "epoch": 1.1070407793567087,
392
+ "grad_norm": 11.383201599121094,
393
+ "learning_rate": 3.892999476671631e-05,
394
+ "loss": 1.1772,
395
+ "step": 27500
396
+ },
397
+ {
398
+ "epoch": 1.1271687935268306,
399
+ "grad_norm": 9.412652015686035,
400
+ "learning_rate": 3.87287146250151e-05,
401
+ "loss": 1.1518,
402
+ "step": 28000
403
+ },
404
+ {
405
+ "epoch": 1.1472968076969525,
406
+ "grad_norm": 18.917278289794922,
407
+ "learning_rate": 3.852743448331388e-05,
408
+ "loss": 1.1634,
409
+ "step": 28500
410
+ },
411
+ {
412
+ "epoch": 1.1674248218670746,
413
+ "grad_norm": 24.050168991088867,
414
+ "learning_rate": 3.8326154341612657e-05,
415
+ "loss": 1.1303,
416
+ "step": 29000
417
+ },
418
+ {
419
+ "epoch": 1.1875528360371965,
420
+ "grad_norm": 16.491037368774414,
421
+ "learning_rate": 3.812487419991144e-05,
422
+ "loss": 1.1527,
423
+ "step": 29500
424
+ },
425
+ {
426
+ "epoch": 1.2076808502073186,
427
+ "grad_norm": 8.464524269104004,
428
+ "learning_rate": 3.792359405821022e-05,
429
+ "loss": 1.097,
430
+ "step": 30000
431
+ },
432
+ {
433
+ "epoch": 1.2278088643774405,
434
+ "grad_norm": 25.68097686767578,
435
+ "learning_rate": 3.7722313916509e-05,
436
+ "loss": 1.13,
437
+ "step": 30500
438
+ },
439
+ {
440
+ "epoch": 1.2479368785475624,
441
+ "grad_norm": 11.21618938446045,
442
+ "learning_rate": 3.752103377480778e-05,
443
+ "loss": 1.089,
444
+ "step": 31000
445
+ },
446
+ {
447
+ "epoch": 1.2680648927176845,
448
+ "grad_norm": 14.719616889953613,
449
+ "learning_rate": 3.7319753633106556e-05,
450
+ "loss": 1.0869,
451
+ "step": 31500
452
+ },
453
+ {
454
+ "epoch": 1.2881929068878064,
455
+ "grad_norm": 10.524362564086914,
456
+ "learning_rate": 3.7118473491405344e-05,
457
+ "loss": 1.0621,
458
+ "step": 32000
459
+ },
460
+ {
461
+ "epoch": 1.3083209210579283,
462
+ "grad_norm": 17.096012115478516,
463
+ "learning_rate": 3.691719334970412e-05,
464
+ "loss": 1.0583,
465
+ "step": 32500
466
+ },
467
+ {
468
+ "epoch": 1.3284489352280504,
469
+ "grad_norm": 8.337162017822266,
470
+ "learning_rate": 3.67159132080029e-05,
471
+ "loss": 1.062,
472
+ "step": 33000
473
+ },
474
+ {
475
+ "epoch": 1.3485769493981723,
476
+ "grad_norm": 16.806882858276367,
477
+ "learning_rate": 3.651463306630168e-05,
478
+ "loss": 1.0498,
479
+ "step": 33500
480
+ },
481
+ {
482
+ "epoch": 1.3687049635682944,
483
+ "grad_norm": 14.466264724731445,
484
+ "learning_rate": 3.631335292460046e-05,
485
+ "loss": 1.0378,
486
+ "step": 34000
487
+ },
488
+ {
489
+ "epoch": 1.3888329777384163,
490
+ "grad_norm": 10.003057479858398,
491
+ "learning_rate": 3.6112072782899244e-05,
492
+ "loss": 1.0587,
493
+ "step": 34500
494
+ },
495
+ {
496
+ "epoch": 1.4089609919085384,
497
+ "grad_norm": 14.94166374206543,
498
+ "learning_rate": 3.591079264119802e-05,
499
+ "loss": 1.0299,
500
+ "step": 35000
501
+ },
502
+ {
503
+ "epoch": 1.4290890060786603,
504
+ "grad_norm": 13.608207702636719,
505
+ "learning_rate": 3.57095124994968e-05,
506
+ "loss": 1.0059,
507
+ "step": 35500
508
+ },
509
+ {
510
+ "epoch": 1.4492170202487822,
511
+ "grad_norm": 15.849994659423828,
512
+ "learning_rate": 3.550823235779558e-05,
513
+ "loss": 1.0209,
514
+ "step": 36000
515
+ },
516
+ {
517
+ "epoch": 1.4693450344189043,
518
+ "grad_norm": 17.382606506347656,
519
+ "learning_rate": 3.530695221609436e-05,
520
+ "loss": 1.0337,
521
+ "step": 36500
522
+ },
523
+ {
524
+ "epoch": 1.4894730485890262,
525
+ "grad_norm": 16.811100006103516,
526
+ "learning_rate": 3.5105672074393144e-05,
527
+ "loss": 1.0181,
528
+ "step": 37000
529
+ },
530
+ {
531
+ "epoch": 1.509601062759148,
532
+ "grad_norm": 11.390883445739746,
533
+ "learning_rate": 3.490439193269192e-05,
534
+ "loss": 1.0099,
535
+ "step": 37500
536
+ },
537
+ {
538
+ "epoch": 1.5297290769292702,
539
+ "grad_norm": 9.782214164733887,
540
+ "learning_rate": 3.47031117909907e-05,
541
+ "loss": 0.9937,
542
+ "step": 38000
543
+ },
544
+ {
545
+ "epoch": 1.5498570910993923,
546
+ "grad_norm": 8.597905158996582,
547
+ "learning_rate": 3.450183164928949e-05,
548
+ "loss": 0.9506,
549
+ "step": 38500
550
+ },
551
+ {
552
+ "epoch": 1.569985105269514,
553
+ "grad_norm": 14.413061141967773,
554
+ "learning_rate": 3.430055150758826e-05,
555
+ "loss": 0.9617,
556
+ "step": 39000
557
+ },
558
+ {
559
+ "epoch": 1.590113119439636,
560
+ "grad_norm": 11.166732788085938,
561
+ "learning_rate": 3.409927136588704e-05,
562
+ "loss": 0.9621,
563
+ "step": 39500
564
+ },
565
+ {
566
+ "epoch": 1.6102411336097582,
567
+ "grad_norm": 14.102859497070312,
568
+ "learning_rate": 3.389799122418582e-05,
569
+ "loss": 0.9586,
570
+ "step": 40000
571
+ },
572
+ {
573
+ "epoch": 1.63036914777988,
574
+ "grad_norm": 15.011527061462402,
575
+ "learning_rate": 3.3696711082484606e-05,
576
+ "loss": 0.9449,
577
+ "step": 40500
578
+ },
579
+ {
580
+ "epoch": 1.650497161950002,
581
+ "grad_norm": 14.565163612365723,
582
+ "learning_rate": 3.349543094078339e-05,
583
+ "loss": 0.9437,
584
+ "step": 41000
585
+ },
586
+ {
587
+ "epoch": 1.670625176120124,
588
+ "grad_norm": 6.743287086486816,
589
+ "learning_rate": 3.329415079908216e-05,
590
+ "loss": 0.9548,
591
+ "step": 41500
592
+ },
593
+ {
594
+ "epoch": 1.690753190290246,
595
+ "grad_norm": 8.881048202514648,
596
+ "learning_rate": 3.309287065738094e-05,
597
+ "loss": 0.941,
598
+ "step": 42000
599
+ },
600
+ {
601
+ "epoch": 1.7108812044603678,
602
+ "grad_norm": 24.312618255615234,
603
+ "learning_rate": 3.2891590515679724e-05,
604
+ "loss": 0.9096,
605
+ "step": 42500
606
+ },
607
+ {
608
+ "epoch": 1.73100921863049,
609
+ "grad_norm": 12.95536994934082,
610
+ "learning_rate": 3.2690310373978506e-05,
611
+ "loss": 0.9403,
612
+ "step": 43000
613
+ },
614
+ {
615
+ "epoch": 1.7511372328006118,
616
+ "grad_norm": 10.41937255859375,
617
+ "learning_rate": 3.248903023227729e-05,
618
+ "loss": 0.9075,
619
+ "step": 43500
620
+ },
621
+ {
622
+ "epoch": 1.7712652469707337,
623
+ "grad_norm": 7.3060383796691895,
624
+ "learning_rate": 3.228775009057606e-05,
625
+ "loss": 0.9169,
626
+ "step": 44000
627
+ },
628
+ {
629
+ "epoch": 1.7913932611408558,
630
+ "grad_norm": 7.2622222900390625,
631
+ "learning_rate": 3.208646994887485e-05,
632
+ "loss": 0.9088,
633
+ "step": 44500
634
+ },
635
+ {
636
+ "epoch": 1.811521275310978,
637
+ "grad_norm": 11.950494766235352,
638
+ "learning_rate": 3.1885189807173624e-05,
639
+ "loss": 0.8966,
640
+ "step": 45000
641
+ },
642
+ {
643
+ "epoch": 1.8316492894810998,
644
+ "grad_norm": 10.778806686401367,
645
+ "learning_rate": 3.1683909665472405e-05,
646
+ "loss": 0.8911,
647
+ "step": 45500
648
+ },
649
+ {
650
+ "epoch": 1.8517773036512217,
651
+ "grad_norm": 19.629791259765625,
652
+ "learning_rate": 3.148262952377119e-05,
653
+ "loss": 0.9132,
654
+ "step": 46000
655
+ },
656
+ {
657
+ "epoch": 1.8719053178213438,
658
+ "grad_norm": 6.642657279968262,
659
+ "learning_rate": 3.128134938206997e-05,
660
+ "loss": 0.9081,
661
+ "step": 46500
662
+ },
663
+ {
664
+ "epoch": 1.8920333319914657,
665
+ "grad_norm": 13.492182731628418,
666
+ "learning_rate": 3.108006924036875e-05,
667
+ "loss": 0.8847,
668
+ "step": 47000
669
+ },
670
+ {
671
+ "epoch": 1.9121613461615876,
672
+ "grad_norm": 15.45358943939209,
673
+ "learning_rate": 3.0878789098667524e-05,
674
+ "loss": 0.8931,
675
+ "step": 47500
676
+ },
677
+ {
678
+ "epoch": 1.9322893603317097,
679
+ "grad_norm": 9.835533142089844,
680
+ "learning_rate": 3.0677508956966305e-05,
681
+ "loss": 0.8618,
682
+ "step": 48000
683
+ },
684
+ {
685
+ "epoch": 1.9524173745018316,
686
+ "grad_norm": 20.065549850463867,
687
+ "learning_rate": 3.047622881526509e-05,
688
+ "loss": 0.8708,
689
+ "step": 48500
690
+ },
691
+ {
692
+ "epoch": 1.9725453886719535,
693
+ "grad_norm": 10.010771751403809,
694
+ "learning_rate": 3.0274948673563868e-05,
695
+ "loss": 0.8453,
696
+ "step": 49000
697
+ },
698
+ {
699
+ "epoch": 1.9926734028420756,
700
+ "grad_norm": 9.881052017211914,
701
+ "learning_rate": 3.007366853186265e-05,
702
+ "loss": 0.8517,
703
+ "step": 49500
704
+ },
705
+ {
706
+ "epoch": 2.0128014170121977,
707
+ "grad_norm": 14.831236839294434,
708
+ "learning_rate": 2.9872388390161427e-05,
709
+ "loss": 0.8147,
710
+ "step": 50000
711
+ },
712
+ {
713
+ "epoch": 2.0329294311823194,
714
+ "grad_norm": 4.119289398193359,
715
+ "learning_rate": 2.967110824846021e-05,
716
+ "loss": 0.8103,
717
+ "step": 50500
718
+ },
719
+ {
720
+ "epoch": 2.0530574453524415,
721
+ "grad_norm": 14.809292793273926,
722
+ "learning_rate": 2.946982810675899e-05,
723
+ "loss": 0.8039,
724
+ "step": 51000
725
+ },
726
+ {
727
+ "epoch": 2.0731854595225636,
728
+ "grad_norm": 8.020957946777344,
729
+ "learning_rate": 2.9268547965057767e-05,
730
+ "loss": 0.7863,
731
+ "step": 51500
732
+ },
733
+ {
734
+ "epoch": 2.0933134736926853,
735
+ "grad_norm": 13.140082359313965,
736
+ "learning_rate": 2.906726782335655e-05,
737
+ "loss": 0.8164,
738
+ "step": 52000
739
+ },
740
+ {
741
+ "epoch": 2.1134414878628074,
742
+ "grad_norm": 12.682424545288086,
743
+ "learning_rate": 2.8865987681655326e-05,
744
+ "loss": 0.8106,
745
+ "step": 52500
746
+ },
747
+ {
748
+ "epoch": 2.1335695020329295,
749
+ "grad_norm": 6.823521137237549,
750
+ "learning_rate": 2.866470753995411e-05,
751
+ "loss": 0.7787,
752
+ "step": 53000
753
+ },
754
+ {
755
+ "epoch": 2.1536975162030516,
756
+ "grad_norm": 18.312480926513672,
757
+ "learning_rate": 2.846342739825289e-05,
758
+ "loss": 0.7644,
759
+ "step": 53500
760
+ },
761
+ {
762
+ "epoch": 2.1738255303731733,
763
+ "grad_norm": 16.279190063476562,
764
+ "learning_rate": 2.826214725655167e-05,
765
+ "loss": 0.7722,
766
+ "step": 54000
767
+ },
768
+ {
769
+ "epoch": 2.1939535445432954,
770
+ "grad_norm": 14.282658576965332,
771
+ "learning_rate": 2.8060867114850448e-05,
772
+ "loss": 0.7714,
773
+ "step": 54500
774
+ },
775
+ {
776
+ "epoch": 2.2140815587134175,
777
+ "grad_norm": 15.930342674255371,
778
+ "learning_rate": 2.7859586973149233e-05,
779
+ "loss": 0.7626,
780
+ "step": 55000
781
+ },
782
+ {
783
+ "epoch": 2.234209572883539,
784
+ "grad_norm": 14.36133098602295,
785
+ "learning_rate": 2.765830683144801e-05,
786
+ "loss": 0.7489,
787
+ "step": 55500
788
+ },
789
+ {
790
+ "epoch": 2.2543375870536613,
791
+ "grad_norm": 12.644648551940918,
792
+ "learning_rate": 2.745702668974679e-05,
793
+ "loss": 0.7686,
794
+ "step": 56000
795
+ },
796
+ {
797
+ "epoch": 2.2744656012237834,
798
+ "grad_norm": 7.564332485198975,
799
+ "learning_rate": 2.725574654804557e-05,
800
+ "loss": 0.8139,
801
+ "step": 56500
802
+ },
803
+ {
804
+ "epoch": 2.294593615393905,
805
+ "grad_norm": 9.281700134277344,
806
+ "learning_rate": 2.7054466406344355e-05,
807
+ "loss": 0.7678,
808
+ "step": 57000
809
+ },
810
+ {
811
+ "epoch": 2.314721629564027,
812
+ "grad_norm": 16.21125030517578,
813
+ "learning_rate": 2.6853186264643133e-05,
814
+ "loss": 0.7511,
815
+ "step": 57500
816
+ },
817
+ {
818
+ "epoch": 2.3348496437341493,
819
+ "grad_norm": 15.86844253540039,
820
+ "learning_rate": 2.665190612294191e-05,
821
+ "loss": 0.7478,
822
+ "step": 58000
823
+ },
824
+ {
825
+ "epoch": 2.3549776579042714,
826
+ "grad_norm": 8.65857982635498,
827
+ "learning_rate": 2.645062598124069e-05,
828
+ "loss": 0.7501,
829
+ "step": 58500
830
+ },
831
+ {
832
+ "epoch": 2.375105672074393,
833
+ "grad_norm": 13.931543350219727,
834
+ "learning_rate": 2.6249345839539473e-05,
835
+ "loss": 0.7437,
836
+ "step": 59000
837
+ },
838
+ {
839
+ "epoch": 2.395233686244515,
840
+ "grad_norm": 29.372133255004883,
841
+ "learning_rate": 2.6048065697838254e-05,
842
+ "loss": 0.7437,
843
+ "step": 59500
844
+ },
845
+ {
846
+ "epoch": 2.4153617004146373,
847
+ "grad_norm": 21.69481658935547,
848
+ "learning_rate": 2.5846785556137032e-05,
849
+ "loss": 0.7422,
850
+ "step": 60000
851
+ },
852
+ {
853
+ "epoch": 2.435489714584759,
854
+ "grad_norm": 9.028382301330566,
855
+ "learning_rate": 2.564550541443581e-05,
856
+ "loss": 0.715,
857
+ "step": 60500
858
+ },
859
+ {
860
+ "epoch": 2.455617728754881,
861
+ "grad_norm": 10.219104766845703,
862
+ "learning_rate": 2.5444225272734595e-05,
863
+ "loss": 0.765,
864
+ "step": 61000
865
+ },
866
+ {
867
+ "epoch": 2.475745742925003,
868
+ "grad_norm": 15.746648788452148,
869
+ "learning_rate": 2.5242945131033373e-05,
870
+ "loss": 0.7294,
871
+ "step": 61500
872
+ },
873
+ {
874
+ "epoch": 2.495873757095125,
875
+ "grad_norm": 11.065299034118652,
876
+ "learning_rate": 2.5041664989332154e-05,
877
+ "loss": 0.7318,
878
+ "step": 62000
879
+ },
880
+ {
881
+ "epoch": 2.516001771265247,
882
+ "grad_norm": 9.226717948913574,
883
+ "learning_rate": 2.4840384847630935e-05,
884
+ "loss": 0.7297,
885
+ "step": 62500
886
+ },
887
+ {
888
+ "epoch": 2.536129785435369,
889
+ "grad_norm": 7.417213439941406,
890
+ "learning_rate": 2.4639104705929713e-05,
891
+ "loss": 0.7458,
892
+ "step": 63000
893
+ },
894
+ {
895
+ "epoch": 2.5562577996054907,
896
+ "grad_norm": 7.675484657287598,
897
+ "learning_rate": 2.4437824564228495e-05,
898
+ "loss": 0.7408,
899
+ "step": 63500
900
+ },
901
+ {
902
+ "epoch": 2.576385813775613,
903
+ "grad_norm": 12.612874984741211,
904
+ "learning_rate": 2.4236544422527276e-05,
905
+ "loss": 0.7425,
906
+ "step": 64000
907
+ },
908
+ {
909
+ "epoch": 2.596513827945735,
910
+ "grad_norm": 19.371625900268555,
911
+ "learning_rate": 2.4035264280826057e-05,
912
+ "loss": 0.7373,
913
+ "step": 64500
914
+ },
915
+ {
916
+ "epoch": 2.6166418421158566,
917
+ "grad_norm": 6.016005516052246,
918
+ "learning_rate": 2.3833984139124835e-05,
919
+ "loss": 0.7204,
920
+ "step": 65000
921
+ },
922
+ {
923
+ "epoch": 2.6367698562859787,
924
+ "grad_norm": 11.826494216918945,
925
+ "learning_rate": 2.3632703997423616e-05,
926
+ "loss": 0.7598,
927
+ "step": 65500
928
+ },
929
+ {
930
+ "epoch": 2.656897870456101,
931
+ "grad_norm": 17.242576599121094,
932
+ "learning_rate": 2.3431423855722394e-05,
933
+ "loss": 0.7009,
934
+ "step": 66000
935
+ },
936
+ {
937
+ "epoch": 2.677025884626223,
938
+ "grad_norm": 13.259429931640625,
939
+ "learning_rate": 2.3230143714021176e-05,
940
+ "loss": 0.7172,
941
+ "step": 66500
942
+ },
943
+ {
944
+ "epoch": 2.6971538987963446,
945
+ "grad_norm": 10.00273609161377,
946
+ "learning_rate": 2.3028863572319957e-05,
947
+ "loss": 0.7105,
948
+ "step": 67000
949
+ },
950
+ {
951
+ "epoch": 2.7172819129664667,
952
+ "grad_norm": 18.454111099243164,
953
+ "learning_rate": 2.2827583430618738e-05,
954
+ "loss": 0.7271,
955
+ "step": 67500
956
+ },
957
+ {
958
+ "epoch": 2.737409927136589,
959
+ "grad_norm": 10.182483673095703,
960
+ "learning_rate": 2.2626303288917516e-05,
961
+ "loss": 0.6922,
962
+ "step": 68000
963
+ },
964
+ {
965
+ "epoch": 2.757537941306711,
966
+ "grad_norm": 12.108529090881348,
967
+ "learning_rate": 2.2425023147216297e-05,
968
+ "loss": 0.7037,
969
+ "step": 68500
970
+ },
971
+ {
972
+ "epoch": 2.7776659554768326,
973
+ "grad_norm": 10.792649269104004,
974
+ "learning_rate": 2.222374300551508e-05,
975
+ "loss": 0.7148,
976
+ "step": 69000
977
+ },
978
+ {
979
+ "epoch": 2.7977939696469547,
980
+ "grad_norm": 9.332015037536621,
981
+ "learning_rate": 2.2022462863813856e-05,
982
+ "loss": 0.7035,
983
+ "step": 69500
984
+ },
985
+ {
986
+ "epoch": 2.817921983817077,
987
+ "grad_norm": 10.509349822998047,
988
+ "learning_rate": 2.1821182722112638e-05,
989
+ "loss": 0.6964,
990
+ "step": 70000
991
+ },
992
+ {
993
+ "epoch": 2.8380499979871985,
994
+ "grad_norm": 15.044132232666016,
995
+ "learning_rate": 2.1619902580411416e-05,
996
+ "loss": 0.6966,
997
+ "step": 70500
998
+ },
999
+ {
1000
+ "epoch": 2.8581780121573206,
1001
+ "grad_norm": 16.552404403686523,
1002
+ "learning_rate": 2.1418622438710197e-05,
1003
+ "loss": 0.6888,
1004
+ "step": 71000
1005
+ },
1006
+ {
1007
+ "epoch": 2.8783060263274427,
1008
+ "grad_norm": 12.294528007507324,
1009
+ "learning_rate": 2.1217342297008978e-05,
1010
+ "loss": 0.72,
1011
+ "step": 71500
1012
+ },
1013
+ {
1014
+ "epoch": 2.8984340404975644,
1015
+ "grad_norm": 8.884589195251465,
1016
+ "learning_rate": 2.101606215530776e-05,
1017
+ "loss": 0.7135,
1018
+ "step": 72000
1019
+ },
1020
+ {
1021
+ "epoch": 2.9185620546676865,
1022
+ "grad_norm": 16.005447387695312,
1023
+ "learning_rate": 2.0814782013606537e-05,
1024
+ "loss": 0.6937,
1025
+ "step": 72500
1026
+ },
1027
+ {
1028
+ "epoch": 2.9386900688378086,
1029
+ "grad_norm": 8.800543785095215,
1030
+ "learning_rate": 2.061350187190532e-05,
1031
+ "loss": 0.719,
1032
+ "step": 73000
1033
+ },
1034
+ {
1035
+ "epoch": 2.9588180830079303,
1036
+ "grad_norm": 11.393016815185547,
1037
+ "learning_rate": 2.0412221730204097e-05,
1038
+ "loss": 0.696,
1039
+ "step": 73500
1040
+ },
1041
+ {
1042
+ "epoch": 2.9789460971780524,
1043
+ "grad_norm": 11.305217742919922,
1044
+ "learning_rate": 2.021094158850288e-05,
1045
+ "loss": 0.6821,
1046
+ "step": 74000
1047
+ },
1048
+ {
1049
+ "epoch": 2.9990741113481745,
1050
+ "grad_norm": 10.046639442443848,
1051
+ "learning_rate": 2.000966144680166e-05,
1052
+ "loss": 0.6915,
1053
+ "step": 74500
1054
+ },
1055
+ {
1056
+ "epoch": 3.019202125518296,
1057
+ "grad_norm": 24.034393310546875,
1058
+ "learning_rate": 1.980838130510044e-05,
1059
+ "loss": 0.6306,
1060
+ "step": 75000
1061
+ },
1062
+ {
1063
+ "epoch": 3.0393301396884183,
1064
+ "grad_norm": 8.862112998962402,
1065
+ "learning_rate": 1.960710116339922e-05,
1066
+ "loss": 0.6263,
1067
+ "step": 75500
1068
+ },
1069
+ {
1070
+ "epoch": 3.0594581538585404,
1071
+ "grad_norm": 17.781280517578125,
1072
+ "learning_rate": 1.9405821021698e-05,
1073
+ "loss": 0.6333,
1074
+ "step": 76000
1075
+ },
1076
+ {
1077
+ "epoch": 3.0795861680286625,
1078
+ "grad_norm": 18.18588638305664,
1079
+ "learning_rate": 1.920454087999678e-05,
1080
+ "loss": 0.6316,
1081
+ "step": 76500
1082
+ },
1083
+ {
1084
+ "epoch": 3.099714182198784,
1085
+ "grad_norm": 8.854592323303223,
1086
+ "learning_rate": 1.9003260738295562e-05,
1087
+ "loss": 0.6429,
1088
+ "step": 77000
1089
+ },
1090
+ {
1091
+ "epoch": 3.1198421963689063,
1092
+ "grad_norm": 9.773287773132324,
1093
+ "learning_rate": 1.880198059659434e-05,
1094
+ "loss": 0.6495,
1095
+ "step": 77500
1096
+ },
1097
+ {
1098
+ "epoch": 3.1399702105390284,
1099
+ "grad_norm": 3.36272931098938,
1100
+ "learning_rate": 1.860070045489312e-05,
1101
+ "loss": 0.6475,
1102
+ "step": 78000
1103
+ },
1104
+ {
1105
+ "epoch": 3.16009822470915,
1106
+ "grad_norm": 12.333951950073242,
1107
+ "learning_rate": 1.83994203131919e-05,
1108
+ "loss": 0.6533,
1109
+ "step": 78500
1110
+ },
1111
+ {
1112
+ "epoch": 3.180226238879272,
1113
+ "grad_norm": 14.517784118652344,
1114
+ "learning_rate": 1.8198140171490684e-05,
1115
+ "loss": 0.628,
1116
+ "step": 79000
1117
+ },
1118
+ {
1119
+ "epoch": 3.2003542530493942,
1120
+ "grad_norm": 11.176767349243164,
1121
+ "learning_rate": 1.7996860029789462e-05,
1122
+ "loss": 0.6377,
1123
+ "step": 79500
1124
+ },
1125
+ {
1126
+ "epoch": 3.220482267219516,
1127
+ "grad_norm": 10.889203071594238,
1128
+ "learning_rate": 1.7795579888088243e-05,
1129
+ "loss": 0.6295,
1130
+ "step": 80000
1131
+ },
1132
+ {
1133
+ "epoch": 3.240610281389638,
1134
+ "grad_norm": 7.140369415283203,
1135
+ "learning_rate": 1.759429974638702e-05,
1136
+ "loss": 0.6287,
1137
+ "step": 80500
1138
+ },
1139
+ {
1140
+ "epoch": 3.26073829555976,
1141
+ "grad_norm": 16.54709243774414,
1142
+ "learning_rate": 1.7393019604685802e-05,
1143
+ "loss": 0.6416,
1144
+ "step": 81000
1145
+ },
1146
+ {
1147
+ "epoch": 3.2808663097298822,
1148
+ "grad_norm": 13.592228889465332,
1149
+ "learning_rate": 1.7191739462984584e-05,
1150
+ "loss": 0.6234,
1151
+ "step": 81500
1152
+ },
1153
+ {
1154
+ "epoch": 3.300994323900004,
1155
+ "grad_norm": 27.86805534362793,
1156
+ "learning_rate": 1.6990459321283365e-05,
1157
+ "loss": 0.6606,
1158
+ "step": 82000
1159
+ },
1160
+ {
1161
+ "epoch": 3.321122338070126,
1162
+ "grad_norm": 15.816032409667969,
1163
+ "learning_rate": 1.6789179179582143e-05,
1164
+ "loss": 0.5969,
1165
+ "step": 82500
1166
+ },
1167
+ {
1168
+ "epoch": 3.341250352240248,
1169
+ "grad_norm": 20.494857788085938,
1170
+ "learning_rate": 1.6587899037880924e-05,
1171
+ "loss": 0.6167,
1172
+ "step": 83000
1173
+ },
1174
+ {
1175
+ "epoch": 3.36137836641037,
1176
+ "grad_norm": 18.471277236938477,
1177
+ "learning_rate": 1.6386618896179702e-05,
1178
+ "loss": 0.6191,
1179
+ "step": 83500
1180
+ },
1181
+ {
1182
+ "epoch": 3.381506380580492,
1183
+ "grad_norm": 11.292787551879883,
1184
+ "learning_rate": 1.6185338754478483e-05,
1185
+ "loss": 0.6448,
1186
+ "step": 84000
1187
+ },
1188
+ {
1189
+ "epoch": 3.401634394750614,
1190
+ "grad_norm": 11.072359085083008,
1191
+ "learning_rate": 1.5984058612777265e-05,
1192
+ "loss": 0.6058,
1193
+ "step": 84500
1194
+ },
1195
+ {
1196
+ "epoch": 3.4217624089207357,
1197
+ "grad_norm": 9.903491973876953,
1198
+ "learning_rate": 1.5782778471076046e-05,
1199
+ "loss": 0.6332,
1200
+ "step": 85000
1201
+ },
1202
+ {
1203
+ "epoch": 3.441890423090858,
1204
+ "grad_norm": 6.9370269775390625,
1205
+ "learning_rate": 1.5581498329374824e-05,
1206
+ "loss": 0.5974,
1207
+ "step": 85500
1208
+ },
1209
+ {
1210
+ "epoch": 3.46201843726098,
1211
+ "grad_norm": 7.209818363189697,
1212
+ "learning_rate": 1.5380218187673605e-05,
1213
+ "loss": 0.6163,
1214
+ "step": 86000
1215
+ },
1216
+ {
1217
+ "epoch": 3.4821464514311016,
1218
+ "grad_norm": 11.230353355407715,
1219
+ "learning_rate": 1.5178938045972385e-05,
1220
+ "loss": 0.6124,
1221
+ "step": 86500
1222
+ },
1223
+ {
1224
+ "epoch": 3.5022744656012237,
1225
+ "grad_norm": 9.454720497131348,
1226
+ "learning_rate": 1.4977657904271164e-05,
1227
+ "loss": 0.6029,
1228
+ "step": 87000
1229
+ },
1230
+ {
1231
+ "epoch": 3.522402479771346,
1232
+ "grad_norm": 17.45578384399414,
1233
+ "learning_rate": 1.4776377762569946e-05,
1234
+ "loss": 0.6309,
1235
+ "step": 87500
1236
+ },
1237
+ {
1238
+ "epoch": 3.5425304939414675,
1239
+ "grad_norm": 8.138897895812988,
1240
+ "learning_rate": 1.4575097620868725e-05,
1241
+ "loss": 0.6207,
1242
+ "step": 88000
1243
+ },
1244
+ {
1245
+ "epoch": 3.5626585081115896,
1246
+ "grad_norm": 9.664793968200684,
1247
+ "learning_rate": 1.4373817479167507e-05,
1248
+ "loss": 0.6041,
1249
+ "step": 88500
1250
+ },
1251
+ {
1252
+ "epoch": 3.5827865222817117,
1253
+ "grad_norm": 13.512253761291504,
1254
+ "learning_rate": 1.4172537337466285e-05,
1255
+ "loss": 0.6214,
1256
+ "step": 89000
1257
+ },
1258
+ {
1259
+ "epoch": 3.602914536451834,
1260
+ "grad_norm": 23.86090660095215,
1261
+ "learning_rate": 1.3971257195765067e-05,
1262
+ "loss": 0.6014,
1263
+ "step": 89500
1264
+ },
1265
+ {
1266
+ "epoch": 3.623042550621956,
1267
+ "grad_norm": 5.167603492736816,
1268
+ "learning_rate": 1.3769977054063845e-05,
1269
+ "loss": 0.6022,
1270
+ "step": 90000
1271
+ },
1272
+ {
1273
+ "epoch": 3.6431705647920776,
1274
+ "grad_norm": 9.329811096191406,
1275
+ "learning_rate": 1.3568696912362627e-05,
1276
+ "loss": 0.6133,
1277
+ "step": 90500
1278
+ },
1279
+ {
1280
+ "epoch": 3.6632985789621997,
1281
+ "grad_norm": 4.294738292694092,
1282
+ "learning_rate": 1.3367416770661406e-05,
1283
+ "loss": 0.6168,
1284
+ "step": 91000
1285
+ },
1286
+ {
1287
+ "epoch": 3.683426593132322,
1288
+ "grad_norm": 9.759385108947754,
1289
+ "learning_rate": 1.3166136628960188e-05,
1290
+ "loss": 0.6101,
1291
+ "step": 91500
1292
+ },
1293
+ {
1294
+ "epoch": 3.7035546073024435,
1295
+ "grad_norm": 10.828690528869629,
1296
+ "learning_rate": 1.2964856487258967e-05,
1297
+ "loss": 0.5941,
1298
+ "step": 92000
1299
+ },
1300
+ {
1301
+ "epoch": 3.7236826214725656,
1302
+ "grad_norm": 17.616483688354492,
1303
+ "learning_rate": 1.2763576345557748e-05,
1304
+ "loss": 0.5971,
1305
+ "step": 92500
1306
+ },
1307
+ {
1308
+ "epoch": 3.7438106356426877,
1309
+ "grad_norm": 14.077727317810059,
1310
+ "learning_rate": 1.2562296203856528e-05,
1311
+ "loss": 0.6198,
1312
+ "step": 93000
1313
+ },
1314
+ {
1315
+ "epoch": 3.7639386498128093,
1316
+ "grad_norm": 17.22579002380371,
1317
+ "learning_rate": 1.236101606215531e-05,
1318
+ "loss": 0.6149,
1319
+ "step": 93500
1320
+ },
1321
+ {
1322
+ "epoch": 3.7840666639829315,
1323
+ "grad_norm": 12.013233184814453,
1324
+ "learning_rate": 1.2159735920454089e-05,
1325
+ "loss": 0.6023,
1326
+ "step": 94000
1327
+ },
1328
+ {
1329
+ "epoch": 3.8041946781530536,
1330
+ "grad_norm": 6.404044151306152,
1331
+ "learning_rate": 1.195845577875287e-05,
1332
+ "loss": 0.5816,
1333
+ "step": 94500
1334
+ },
1335
+ {
1336
+ "epoch": 3.8243226923231752,
1337
+ "grad_norm": 15.49010181427002,
1338
+ "learning_rate": 1.1757175637051648e-05,
1339
+ "loss": 0.5994,
1340
+ "step": 95000
1341
+ },
1342
+ {
1343
+ "epoch": 3.8444507064932973,
1344
+ "grad_norm": 8.060582160949707,
1345
+ "learning_rate": 1.155589549535043e-05,
1346
+ "loss": 0.6321,
1347
+ "step": 95500
1348
+ },
1349
+ {
1350
+ "epoch": 3.8645787206634195,
1351
+ "grad_norm": 11.259038925170898,
1352
+ "learning_rate": 1.1354615353649209e-05,
1353
+ "loss": 0.5903,
1354
+ "step": 96000
1355
+ },
1356
+ {
1357
+ "epoch": 3.884706734833541,
1358
+ "grad_norm": 5.94709587097168,
1359
+ "learning_rate": 1.1153335211947989e-05,
1360
+ "loss": 0.6072,
1361
+ "step": 96500
1362
+ },
1363
+ {
1364
+ "epoch": 3.9048347490036632,
1365
+ "grad_norm": 6.936955451965332,
1366
+ "learning_rate": 1.095205507024677e-05,
1367
+ "loss": 0.5928,
1368
+ "step": 97000
1369
+ },
1370
+ {
1371
+ "epoch": 3.9249627631737853,
1372
+ "grad_norm": 5.972278594970703,
1373
+ "learning_rate": 1.075077492854555e-05,
1374
+ "loss": 0.5831,
1375
+ "step": 97500
1376
+ },
1377
+ {
1378
+ "epoch": 3.945090777343907,
1379
+ "grad_norm": 15.202763557434082,
1380
+ "learning_rate": 1.054949478684433e-05,
1381
+ "loss": 0.599,
1382
+ "step": 98000
1383
+ },
1384
+ {
1385
+ "epoch": 3.965218791514029,
1386
+ "grad_norm": 11.337836265563965,
1387
+ "learning_rate": 1.034821464514311e-05,
1388
+ "loss": 0.5819,
1389
+ "step": 98500
1390
+ },
1391
+ {
1392
+ "epoch": 3.9853468056841512,
1393
+ "grad_norm": 14.106744766235352,
1394
+ "learning_rate": 1.014693450344189e-05,
1395
+ "loss": 0.5854,
1396
+ "step": 99000
1397
+ },
1398
+ {
1399
+ "epoch": 4.005474819854273,
1400
+ "grad_norm": 12.05351734161377,
1401
+ "learning_rate": 9.945654361740671e-06,
1402
+ "loss": 0.5763,
1403
+ "step": 99500
1404
+ },
1405
+ {
1406
+ "epoch": 4.0256028340243954,
1407
+ "grad_norm": 5.722725868225098,
1408
+ "learning_rate": 9.744374220039451e-06,
1409
+ "loss": 0.546,
1410
+ "step": 100000
1411
+ },
1412
+ {
1413
+ "epoch": 4.045730848194517,
1414
+ "grad_norm": 7.079346179962158,
1415
+ "learning_rate": 9.543094078338232e-06,
1416
+ "loss": 0.5487,
1417
+ "step": 100500
1418
+ },
1419
+ {
1420
+ "epoch": 4.065858862364639,
1421
+ "grad_norm": 11.30566692352295,
1422
+ "learning_rate": 9.341813936637012e-06,
1423
+ "loss": 0.5549,
1424
+ "step": 101000
1425
+ },
1426
+ {
1427
+ "epoch": 4.085986876534761,
1428
+ "grad_norm": 10.975486755371094,
1429
+ "learning_rate": 9.140533794935791e-06,
1430
+ "loss": 0.557,
1431
+ "step": 101500
1432
+ },
1433
+ {
1434
+ "epoch": 4.106114890704883,
1435
+ "grad_norm": 14.5142183303833,
1436
+ "learning_rate": 8.939253653234573e-06,
1437
+ "loss": 0.5433,
1438
+ "step": 102000
1439
+ },
1440
+ {
1441
+ "epoch": 4.126242904875005,
1442
+ "grad_norm": 8.246289253234863,
1443
+ "learning_rate": 8.737973511533352e-06,
1444
+ "loss": 0.5534,
1445
+ "step": 102500
1446
+ },
1447
+ {
1448
+ "epoch": 4.146370919045127,
1449
+ "grad_norm": 16.871402740478516,
1450
+ "learning_rate": 8.536693369832134e-06,
1451
+ "loss": 0.5575,
1452
+ "step": 103000
1453
+ },
1454
+ {
1455
+ "epoch": 4.166498933215249,
1456
+ "grad_norm": 19.952173233032227,
1457
+ "learning_rate": 8.335413228130913e-06,
1458
+ "loss": 0.5349,
1459
+ "step": 103500
1460
+ },
1461
+ {
1462
+ "epoch": 4.186626947385371,
1463
+ "grad_norm": 15.664671897888184,
1464
+ "learning_rate": 8.134133086429693e-06,
1465
+ "loss": 0.5644,
1466
+ "step": 104000
1467
+ },
1468
+ {
1469
+ "epoch": 4.206754961555493,
1470
+ "grad_norm": 14.062329292297363,
1471
+ "learning_rate": 7.932852944728474e-06,
1472
+ "loss": 0.555,
1473
+ "step": 104500
1474
+ },
1475
+ {
1476
+ "epoch": 4.226882975725615,
1477
+ "grad_norm": 7.628203392028809,
1478
+ "learning_rate": 7.731572803027254e-06,
1479
+ "loss": 0.5267,
1480
+ "step": 105000
1481
+ },
1482
+ {
1483
+ "epoch": 4.247010989895736,
1484
+ "grad_norm": 7.687813758850098,
1485
+ "learning_rate": 7.530292661326034e-06,
1486
+ "loss": 0.5657,
1487
+ "step": 105500
1488
+ },
1489
+ {
1490
+ "epoch": 4.267139004065859,
1491
+ "grad_norm": 14.242276191711426,
1492
+ "learning_rate": 7.3290125196248145e-06,
1493
+ "loss": 0.5611,
1494
+ "step": 106000
1495
+ },
1496
+ {
1497
+ "epoch": 4.287267018235981,
1498
+ "grad_norm": 21.96781349182129,
1499
+ "learning_rate": 7.127732377923595e-06,
1500
+ "loss": 0.5523,
1501
+ "step": 106500
1502
+ },
1503
+ {
1504
+ "epoch": 4.307395032406103,
1505
+ "grad_norm": 6.637162685394287,
1506
+ "learning_rate": 6.9264522362223746e-06,
1507
+ "loss": 0.536,
1508
+ "step": 107000
1509
+ },
1510
+ {
1511
+ "epoch": 4.327523046576225,
1512
+ "grad_norm": 24.86383628845215,
1513
+ "learning_rate": 6.725172094521155e-06,
1514
+ "loss": 0.5733,
1515
+ "step": 107500
1516
+ },
1517
+ {
1518
+ "epoch": 4.3476510607463466,
1519
+ "grad_norm": 13.378886222839355,
1520
+ "learning_rate": 6.5238919528199355e-06,
1521
+ "loss": 0.54,
1522
+ "step": 108000
1523
+ },
1524
+ {
1525
+ "epoch": 4.367779074916469,
1526
+ "grad_norm": 10.155076026916504,
1527
+ "learning_rate": 6.322611811118716e-06,
1528
+ "loss": 0.5431,
1529
+ "step": 108500
1530
+ },
1531
+ {
1532
+ "epoch": 4.387907089086591,
1533
+ "grad_norm": 13.7531156539917,
1534
+ "learning_rate": 6.1213316694174955e-06,
1535
+ "loss": 0.557,
1536
+ "step": 109000
1537
+ },
1538
+ {
1539
+ "epoch": 4.408035103256712,
1540
+ "grad_norm": 10.07307243347168,
1541
+ "learning_rate": 5.920051527716276e-06,
1542
+ "loss": 0.5467,
1543
+ "step": 109500
1544
+ },
1545
+ {
1546
+ "epoch": 4.428163117426835,
1547
+ "grad_norm": 16.847694396972656,
1548
+ "learning_rate": 5.7187713860150555e-06,
1549
+ "loss": 0.5532,
1550
+ "step": 110000
1551
+ },
1552
+ {
1553
+ "epoch": 4.448291131596957,
1554
+ "grad_norm": 9.273799896240234,
1555
+ "learning_rate": 5.517491244313836e-06,
1556
+ "loss": 0.5486,
1557
+ "step": 110500
1558
+ },
1559
+ {
1560
+ "epoch": 4.468419145767078,
1561
+ "grad_norm": 18.95438575744629,
1562
+ "learning_rate": 5.3162111026126164e-06,
1563
+ "loss": 0.56,
1564
+ "step": 111000
1565
+ },
1566
+ {
1567
+ "epoch": 4.488547159937201,
1568
+ "grad_norm": 27.988101959228516,
1569
+ "learning_rate": 5.114930960911397e-06,
1570
+ "loss": 0.5379,
1571
+ "step": 111500
1572
+ },
1573
+ {
1574
+ "epoch": 4.5086751741073225,
1575
+ "grad_norm": 10.201438903808594,
1576
+ "learning_rate": 4.913650819210177e-06,
1577
+ "loss": 0.5415,
1578
+ "step": 112000
1579
+ },
1580
+ {
1581
+ "epoch": 4.528803188277444,
1582
+ "grad_norm": 16.212665557861328,
1583
+ "learning_rate": 4.712370677508957e-06,
1584
+ "loss": 0.5452,
1585
+ "step": 112500
1586
+ },
1587
+ {
1588
+ "epoch": 4.548931202447567,
1589
+ "grad_norm": 12.399296760559082,
1590
+ "learning_rate": 4.511090535807737e-06,
1591
+ "loss": 0.5208,
1592
+ "step": 113000
1593
+ },
1594
+ {
1595
+ "epoch": 4.569059216617688,
1596
+ "grad_norm": 12.065649032592773,
1597
+ "learning_rate": 4.309810394106518e-06,
1598
+ "loss": 0.5511,
1599
+ "step": 113500
1600
+ },
1601
+ {
1602
+ "epoch": 4.58918723078781,
1603
+ "grad_norm": 22.801958084106445,
1604
+ "learning_rate": 4.108530252405298e-06,
1605
+ "loss": 0.5317,
1606
+ "step": 114000
1607
+ },
1608
+ {
1609
+ "epoch": 4.609315244957933,
1610
+ "grad_norm": 8.57504653930664,
1611
+ "learning_rate": 3.907250110704079e-06,
1612
+ "loss": 0.5404,
1613
+ "step": 114500
1614
+ },
1615
+ {
1616
+ "epoch": 4.629443259128054,
1617
+ "grad_norm": 12.048576354980469,
1618
+ "learning_rate": 3.7059699690028587e-06,
1619
+ "loss": 0.5244,
1620
+ "step": 115000
1621
+ },
1622
+ {
1623
+ "epoch": 4.649571273298177,
1624
+ "grad_norm": 16.698043823242188,
1625
+ "learning_rate": 3.5046898273016387e-06,
1626
+ "loss": 0.5113,
1627
+ "step": 115500
1628
+ },
1629
+ {
1630
+ "epoch": 4.6696992874682985,
1631
+ "grad_norm": 11.211584091186523,
1632
+ "learning_rate": 3.303409685600419e-06,
1633
+ "loss": 0.5594,
1634
+ "step": 116000
1635
+ },
1636
+ {
1637
+ "epoch": 4.68982730163842,
1638
+ "grad_norm": 18.095754623413086,
1639
+ "learning_rate": 3.102129543899199e-06,
1640
+ "loss": 0.5549,
1641
+ "step": 116500
1642
+ },
1643
+ {
1644
+ "epoch": 4.709955315808543,
1645
+ "grad_norm": 9.149567604064941,
1646
+ "learning_rate": 2.9008494021979792e-06,
1647
+ "loss": 0.5275,
1648
+ "step": 117000
1649
+ },
1650
+ {
1651
+ "epoch": 4.730083329978664,
1652
+ "grad_norm": 10.984237670898438,
1653
+ "learning_rate": 2.6995692604967597e-06,
1654
+ "loss": 0.5421,
1655
+ "step": 117500
1656
+ },
1657
+ {
1658
+ "epoch": 4.750211344148786,
1659
+ "grad_norm": 11.422547340393066,
1660
+ "learning_rate": 2.49828911879554e-06,
1661
+ "loss": 0.5421,
1662
+ "step": 118000
1663
+ },
1664
+ {
1665
+ "epoch": 4.770339358318909,
1666
+ "grad_norm": 10.895167350769043,
1667
+ "learning_rate": 2.2970089770943197e-06,
1668
+ "loss": 0.5468,
1669
+ "step": 118500
1670
+ },
1671
+ {
1672
+ "epoch": 4.79046737248903,
1673
+ "grad_norm": 8.268088340759277,
1674
+ "learning_rate": 2.0957288353931e-06,
1675
+ "loss": 0.5333,
1676
+ "step": 119000
1677
+ },
1678
+ {
1679
+ "epoch": 4.810595386659152,
1680
+ "grad_norm": 8.368425369262695,
1681
+ "learning_rate": 1.8944486936918804e-06,
1682
+ "loss": 0.5498,
1683
+ "step": 119500
1684
+ },
1685
+ {
1686
+ "epoch": 4.8307234008292745,
1687
+ "grad_norm": 13.171350479125977,
1688
+ "learning_rate": 1.6931685519906606e-06,
1689
+ "loss": 0.5483,
1690
+ "step": 120000
1691
+ },
1692
+ {
1693
+ "epoch": 4.850851414999396,
1694
+ "grad_norm": 10.929677963256836,
1695
+ "learning_rate": 1.4918884102894408e-06,
1696
+ "loss": 0.5368,
1697
+ "step": 120500
1698
+ },
1699
+ {
1700
+ "epoch": 4.870979429169518,
1701
+ "grad_norm": 6.101780891418457,
1702
+ "learning_rate": 1.2906082685882213e-06,
1703
+ "loss": 0.5545,
1704
+ "step": 121000
1705
+ },
1706
+ {
1707
+ "epoch": 4.89110744333964,
1708
+ "grad_norm": 10.938297271728516,
1709
+ "learning_rate": 1.0893281268870013e-06,
1710
+ "loss": 0.5387,
1711
+ "step": 121500
1712
+ },
1713
+ {
1714
+ "epoch": 4.911235457509762,
1715
+ "grad_norm": 6.434581756591797,
1716
+ "learning_rate": 8.880479851857815e-07,
1717
+ "loss": 0.5317,
1718
+ "step": 122000
1719
+ },
1720
+ {
1721
+ "epoch": 4.931363471679884,
1722
+ "grad_norm": 10.044371604919434,
1723
+ "learning_rate": 6.867678434845619e-07,
1724
+ "loss": 0.5261,
1725
+ "step": 122500
1726
+ },
1727
+ {
1728
+ "epoch": 4.951491485850006,
1729
+ "grad_norm": 14.088526725769043,
1730
+ "learning_rate": 4.85487701783342e-07,
1731
+ "loss": 0.5499,
1732
+ "step": 123000
1733
+ },
1734
+ {
1735
+ "epoch": 4.971619500020128,
1736
+ "grad_norm": 11.805033683776855,
1737
+ "learning_rate": 2.842075600821223e-07,
1738
+ "loss": 0.556,
1739
+ "step": 123500
1740
+ },
1741
+ {
1742
+ "epoch": 4.99174751419025,
1743
+ "grad_norm": 12.106754302978516,
1744
+ "learning_rate": 8.292741838090254e-08,
1745
+ "loss": 0.5345,
1746
+ "step": 124000
1747
+ },
1748
+ {
1749
+ "epoch": 5.0,
1750
+ "step": 124205,
1751
+ "total_flos": 2.789913716232192e+16,
1752
+ "train_loss": 0.945329581354701,
1753
+ "train_runtime": 20797.0311,
1754
+ "train_samples_per_second": 95.555,
1755
+ "train_steps_per_second": 5.972
1756
  }
1757
  ],
1758
  "logging_steps": 500,
1759
+ "max_steps": 124205,
1760
  "num_input_tokens_seen": 0,
1761
+ "num_train_epochs": 5,
1762
  "save_steps": 500,
1763
  "stateful_callbacks": {
1764
  "TrainerControl": {
 
1772
  "attributes": {}
1773
  }
1774
  },
1775
+ "total_flos": 2.789913716232192e+16,
1776
+ "train_batch_size": 16,
1777
  "trial_name": null,
1778
  "trial_params": null
1779
  }