Commit
·
a1dd03f
1
Parent(s):
765fa9a
Remove training checkpoints to reduce model size
Browse files- checkpoint-1179/config.json +0 -71
- checkpoint-1179/model.safetensors +0 -3
- checkpoint-1179/optimizer.pt +0 -3
- checkpoint-1179/rng_state.pth +0 -3
- checkpoint-1179/scheduler.pt +0 -3
- checkpoint-1179/trainer_state.json +0 -970
- checkpoint-1179/training_args.bin +0 -3
- checkpoint-1310/config.json +0 -71
- checkpoint-1310/model.safetensors +0 -3
- checkpoint-1310/optimizer.pt +0 -3
- checkpoint-1310/rng_state.pth +0 -3
- checkpoint-1310/scheduler.pt +0 -3
- checkpoint-1310/trainer_state.json +0 -1080
- checkpoint-1310/training_args.bin +0 -3
checkpoint-1179/config.json
DELETED
|
@@ -1,71 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"architectures": [
|
| 3 |
-
"RobertaForSequenceClassification"
|
| 4 |
-
],
|
| 5 |
-
"attention_probs_dropout_prob": 0.1,
|
| 6 |
-
"bos_token_id": 0,
|
| 7 |
-
"classifier_dropout": null,
|
| 8 |
-
"dtype": "float32",
|
| 9 |
-
"eos_token_id": 2,
|
| 10 |
-
"hidden_act": "gelu",
|
| 11 |
-
"hidden_dropout_prob": 0.1,
|
| 12 |
-
"hidden_size": 768,
|
| 13 |
-
"id2label": {
|
| 14 |
-
"0": "add_contact",
|
| 15 |
-
"1": "edit_phone",
|
| 16 |
-
"2": "edit_email",
|
| 17 |
-
"3": "edit_address",
|
| 18 |
-
"4": "delete_contact",
|
| 19 |
-
"5": "list_all_contacts",
|
| 20 |
-
"6": "search_contacts",
|
| 21 |
-
"7": "add_birthday",
|
| 22 |
-
"8": "list_birthdays",
|
| 23 |
-
"9": "add_note",
|
| 24 |
-
"10": "edit_note",
|
| 25 |
-
"11": "delete_note",
|
| 26 |
-
"12": "show_notes",
|
| 27 |
-
"13": "add_note_tag",
|
| 28 |
-
"14": "remove_note_tag",
|
| 29 |
-
"15": "search_notes_text",
|
| 30 |
-
"16": "search_notes_by_tag",
|
| 31 |
-
"17": "help",
|
| 32 |
-
"18": "exit",
|
| 33 |
-
"19": "hello"
|
| 34 |
-
},
|
| 35 |
-
"initializer_range": 0.02,
|
| 36 |
-
"intermediate_size": 3072,
|
| 37 |
-
"label2id": {
|
| 38 |
-
"add_birthday": 7,
|
| 39 |
-
"add_contact": 0,
|
| 40 |
-
"add_note": 9,
|
| 41 |
-
"add_note_tag": 13,
|
| 42 |
-
"delete_contact": 4,
|
| 43 |
-
"delete_note": 11,
|
| 44 |
-
"edit_address": 3,
|
| 45 |
-
"edit_email": 2,
|
| 46 |
-
"edit_note": 10,
|
| 47 |
-
"edit_phone": 1,
|
| 48 |
-
"exit": 18,
|
| 49 |
-
"hello": 19,
|
| 50 |
-
"help": 17,
|
| 51 |
-
"list_all_contacts": 5,
|
| 52 |
-
"list_birthdays": 8,
|
| 53 |
-
"remove_note_tag": 14,
|
| 54 |
-
"search_contacts": 6,
|
| 55 |
-
"search_notes_by_tag": 16,
|
| 56 |
-
"search_notes_text": 15,
|
| 57 |
-
"show_notes": 12
|
| 58 |
-
},
|
| 59 |
-
"layer_norm_eps": 1e-05,
|
| 60 |
-
"max_position_embeddings": 514,
|
| 61 |
-
"model_type": "roberta",
|
| 62 |
-
"num_attention_heads": 12,
|
| 63 |
-
"num_hidden_layers": 12,
|
| 64 |
-
"pad_token_id": 1,
|
| 65 |
-
"position_embedding_type": "absolute",
|
| 66 |
-
"problem_type": "single_label_classification",
|
| 67 |
-
"transformers_version": "4.57.0",
|
| 68 |
-
"type_vocab_size": 1,
|
| 69 |
-
"use_cache": true,
|
| 70 |
-
"vocab_size": 50265
|
| 71 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-1179/model.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:43c1a057215ca31f05511e2fca66fe21b08567f621d3cf68599c9f21c43b06a8
|
| 3 |
-
size 498668192
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-1179/optimizer.pt
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:3fc3886f62b31f55c1d966ff304bb7f67061dbe462e66c4c9754390c06b30cbd
|
| 3 |
-
size 997451019
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-1179/rng_state.pth
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:bf9c3b20a0a343ce38e5a13fb76bf553acda38dfb893bf7123a2d6ccc5edc6d9
|
| 3 |
-
size 14455
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-1179/scheduler.pt
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:7ec190660d99873e82bc04f22cd7f50d3496428963a842ad2ae1e9cd4a99a031
|
| 3 |
-
size 1465
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-1179/trainer_state.json
DELETED
|
@@ -1,970 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"best_global_step": 917,
|
| 3 |
-
"best_metric": 0.980806142034549,
|
| 4 |
-
"best_model_checkpoint": "models/intent_classifier/checkpoint-917",
|
| 5 |
-
"epoch": 9.0,
|
| 6 |
-
"eval_steps": 500,
|
| 7 |
-
"global_step": 1179,
|
| 8 |
-
"is_hyper_param_search": false,
|
| 9 |
-
"is_local_process_zero": true,
|
| 10 |
-
"is_world_process_zero": true,
|
| 11 |
-
"log_history": [
|
| 12 |
-
{
|
| 13 |
-
"epoch": 0.07633587786259542,
|
| 14 |
-
"grad_norm": 4.617219924926758,
|
| 15 |
-
"learning_rate": 1.8000000000000001e-06,
|
| 16 |
-
"loss": 3.0068,
|
| 17 |
-
"step": 10
|
| 18 |
-
},
|
| 19 |
-
{
|
| 20 |
-
"epoch": 0.15267175572519084,
|
| 21 |
-
"grad_norm": 2.9202663898468018,
|
| 22 |
-
"learning_rate": 3.8000000000000005e-06,
|
| 23 |
-
"loss": 2.9968,
|
| 24 |
-
"step": 20
|
| 25 |
-
},
|
| 26 |
-
{
|
| 27 |
-
"epoch": 0.22900763358778625,
|
| 28 |
-
"grad_norm": 2.677699327468872,
|
| 29 |
-
"learning_rate": 5.8e-06,
|
| 30 |
-
"loss": 2.9956,
|
| 31 |
-
"step": 30
|
| 32 |
-
},
|
| 33 |
-
{
|
| 34 |
-
"epoch": 0.3053435114503817,
|
| 35 |
-
"grad_norm": 3.113600254058838,
|
| 36 |
-
"learning_rate": 7.800000000000002e-06,
|
| 37 |
-
"loss": 3.0013,
|
| 38 |
-
"step": 40
|
| 39 |
-
},
|
| 40 |
-
{
|
| 41 |
-
"epoch": 0.3816793893129771,
|
| 42 |
-
"grad_norm": 3.7662277221679688,
|
| 43 |
-
"learning_rate": 9.800000000000001e-06,
|
| 44 |
-
"loss": 2.9809,
|
| 45 |
-
"step": 50
|
| 46 |
-
},
|
| 47 |
-
{
|
| 48 |
-
"epoch": 0.4580152671755725,
|
| 49 |
-
"grad_norm": 8.282344818115234,
|
| 50 |
-
"learning_rate": 1.18e-05,
|
| 51 |
-
"loss": 2.9022,
|
| 52 |
-
"step": 60
|
| 53 |
-
},
|
| 54 |
-
{
|
| 55 |
-
"epoch": 0.5343511450381679,
|
| 56 |
-
"grad_norm": 8.860713005065918,
|
| 57 |
-
"learning_rate": 1.38e-05,
|
| 58 |
-
"loss": 2.7668,
|
| 59 |
-
"step": 70
|
| 60 |
-
},
|
| 61 |
-
{
|
| 62 |
-
"epoch": 0.6106870229007634,
|
| 63 |
-
"grad_norm": 11.435643196105957,
|
| 64 |
-
"learning_rate": 1.58e-05,
|
| 65 |
-
"loss": 2.5216,
|
| 66 |
-
"step": 80
|
| 67 |
-
},
|
| 68 |
-
{
|
| 69 |
-
"epoch": 0.6870229007633588,
|
| 70 |
-
"grad_norm": 10.48116397857666,
|
| 71 |
-
"learning_rate": 1.7800000000000002e-05,
|
| 72 |
-
"loss": 2.3281,
|
| 73 |
-
"step": 90
|
| 74 |
-
},
|
| 75 |
-
{
|
| 76 |
-
"epoch": 0.7633587786259542,
|
| 77 |
-
"grad_norm": 12.855015754699707,
|
| 78 |
-
"learning_rate": 1.98e-05,
|
| 79 |
-
"loss": 2.0133,
|
| 80 |
-
"step": 100
|
| 81 |
-
},
|
| 82 |
-
{
|
| 83 |
-
"epoch": 0.8396946564885496,
|
| 84 |
-
"grad_norm": 12.89151668548584,
|
| 85 |
-
"learning_rate": 1.985123966942149e-05,
|
| 86 |
-
"loss": 1.7684,
|
| 87 |
-
"step": 110
|
| 88 |
-
},
|
| 89 |
-
{
|
| 90 |
-
"epoch": 0.916030534351145,
|
| 91 |
-
"grad_norm": 11.234882354736328,
|
| 92 |
-
"learning_rate": 1.9685950413223144e-05,
|
| 93 |
-
"loss": 1.4861,
|
| 94 |
-
"step": 120
|
| 95 |
-
},
|
| 96 |
-
{
|
| 97 |
-
"epoch": 0.9923664122137404,
|
| 98 |
-
"grad_norm": 12.167614936828613,
|
| 99 |
-
"learning_rate": 1.9520661157024795e-05,
|
| 100 |
-
"loss": 1.2402,
|
| 101 |
-
"step": 130
|
| 102 |
-
},
|
| 103 |
-
{
|
| 104 |
-
"epoch": 1.0,
|
| 105 |
-
"eval_accuracy": 0.8944337811900192,
|
| 106 |
-
"eval_f1": 0.8911749215123173,
|
| 107 |
-
"eval_loss": 0.9475375413894653,
|
| 108 |
-
"eval_precision": 0.912477309076372,
|
| 109 |
-
"eval_recall": 0.8944337811900192,
|
| 110 |
-
"eval_runtime": 3.1553,
|
| 111 |
-
"eval_samples_per_second": 165.121,
|
| 112 |
-
"eval_steps_per_second": 10.459,
|
| 113 |
-
"step": 131
|
| 114 |
-
},
|
| 115 |
-
{
|
| 116 |
-
"epoch": 1.0687022900763359,
|
| 117 |
-
"grad_norm": 9.206323623657227,
|
| 118 |
-
"learning_rate": 1.9355371900826446e-05,
|
| 119 |
-
"loss": 1.0125,
|
| 120 |
-
"step": 140
|
| 121 |
-
},
|
| 122 |
-
{
|
| 123 |
-
"epoch": 1.1450381679389312,
|
| 124 |
-
"grad_norm": 8.127516746520996,
|
| 125 |
-
"learning_rate": 1.91900826446281e-05,
|
| 126 |
-
"loss": 0.8771,
|
| 127 |
-
"step": 150
|
| 128 |
-
},
|
| 129 |
-
{
|
| 130 |
-
"epoch": 1.2213740458015268,
|
| 131 |
-
"grad_norm": 13.526582717895508,
|
| 132 |
-
"learning_rate": 1.9024793388429755e-05,
|
| 133 |
-
"loss": 0.7546,
|
| 134 |
-
"step": 160
|
| 135 |
-
},
|
| 136 |
-
{
|
| 137 |
-
"epoch": 1.297709923664122,
|
| 138 |
-
"grad_norm": 9.502181053161621,
|
| 139 |
-
"learning_rate": 1.8859504132231407e-05,
|
| 140 |
-
"loss": 0.7518,
|
| 141 |
-
"step": 170
|
| 142 |
-
},
|
| 143 |
-
{
|
| 144 |
-
"epoch": 1.3740458015267176,
|
| 145 |
-
"grad_norm": 4.78341007232666,
|
| 146 |
-
"learning_rate": 1.8694214876033058e-05,
|
| 147 |
-
"loss": 0.64,
|
| 148 |
-
"step": 180
|
| 149 |
-
},
|
| 150 |
-
{
|
| 151 |
-
"epoch": 1.450381679389313,
|
| 152 |
-
"grad_norm": 9.189094543457031,
|
| 153 |
-
"learning_rate": 1.8528925619834712e-05,
|
| 154 |
-
"loss": 0.497,
|
| 155 |
-
"step": 190
|
| 156 |
-
},
|
| 157 |
-
{
|
| 158 |
-
"epoch": 1.5267175572519083,
|
| 159 |
-
"grad_norm": 14.268597602844238,
|
| 160 |
-
"learning_rate": 1.8363636363636367e-05,
|
| 161 |
-
"loss": 0.4995,
|
| 162 |
-
"step": 200
|
| 163 |
-
},
|
| 164 |
-
{
|
| 165 |
-
"epoch": 1.6030534351145038,
|
| 166 |
-
"grad_norm": 9.649062156677246,
|
| 167 |
-
"learning_rate": 1.819834710743802e-05,
|
| 168 |
-
"loss": 0.4439,
|
| 169 |
-
"step": 210
|
| 170 |
-
},
|
| 171 |
-
{
|
| 172 |
-
"epoch": 1.6793893129770994,
|
| 173 |
-
"grad_norm": 20.48824119567871,
|
| 174 |
-
"learning_rate": 1.803305785123967e-05,
|
| 175 |
-
"loss": 0.498,
|
| 176 |
-
"step": 220
|
| 177 |
-
},
|
| 178 |
-
{
|
| 179 |
-
"epoch": 1.7557251908396947,
|
| 180 |
-
"grad_norm": 12.906113624572754,
|
| 181 |
-
"learning_rate": 1.7867768595041324e-05,
|
| 182 |
-
"loss": 0.4111,
|
| 183 |
-
"step": 230
|
| 184 |
-
},
|
| 185 |
-
{
|
| 186 |
-
"epoch": 1.83206106870229,
|
| 187 |
-
"grad_norm": 18.856950759887695,
|
| 188 |
-
"learning_rate": 1.770247933884298e-05,
|
| 189 |
-
"loss": 0.3567,
|
| 190 |
-
"step": 240
|
| 191 |
-
},
|
| 192 |
-
{
|
| 193 |
-
"epoch": 1.9083969465648853,
|
| 194 |
-
"grad_norm": 5.464386463165283,
|
| 195 |
-
"learning_rate": 1.753719008264463e-05,
|
| 196 |
-
"loss": 0.3243,
|
| 197 |
-
"step": 250
|
| 198 |
-
},
|
| 199 |
-
{
|
| 200 |
-
"epoch": 1.984732824427481,
|
| 201 |
-
"grad_norm": 5.167541027069092,
|
| 202 |
-
"learning_rate": 1.737190082644628e-05,
|
| 203 |
-
"loss": 0.2887,
|
| 204 |
-
"step": 260
|
| 205 |
-
},
|
| 206 |
-
{
|
| 207 |
-
"epoch": 2.0,
|
| 208 |
-
"eval_accuracy": 0.9750479846449136,
|
| 209 |
-
"eval_f1": 0.9749686805377397,
|
| 210 |
-
"eval_loss": 0.2119528353214264,
|
| 211 |
-
"eval_precision": 0.976201785633538,
|
| 212 |
-
"eval_recall": 0.9750479846449136,
|
| 213 |
-
"eval_runtime": 3.0517,
|
| 214 |
-
"eval_samples_per_second": 170.723,
|
| 215 |
-
"eval_steps_per_second": 10.814,
|
| 216 |
-
"step": 262
|
| 217 |
-
},
|
| 218 |
-
{
|
| 219 |
-
"epoch": 2.0610687022900764,
|
| 220 |
-
"grad_norm": 2.6736671924591064,
|
| 221 |
-
"learning_rate": 1.7206611570247936e-05,
|
| 222 |
-
"loss": 0.1954,
|
| 223 |
-
"step": 270
|
| 224 |
-
},
|
| 225 |
-
{
|
| 226 |
-
"epoch": 2.1374045801526718,
|
| 227 |
-
"grad_norm": 5.401017665863037,
|
| 228 |
-
"learning_rate": 1.7041322314049587e-05,
|
| 229 |
-
"loss": 0.2031,
|
| 230 |
-
"step": 280
|
| 231 |
-
},
|
| 232 |
-
{
|
| 233 |
-
"epoch": 2.213740458015267,
|
| 234 |
-
"grad_norm": 13.930877685546875,
|
| 235 |
-
"learning_rate": 1.687603305785124e-05,
|
| 236 |
-
"loss": 0.1799,
|
| 237 |
-
"step": 290
|
| 238 |
-
},
|
| 239 |
-
{
|
| 240 |
-
"epoch": 2.2900763358778624,
|
| 241 |
-
"grad_norm": 6.306116104125977,
|
| 242 |
-
"learning_rate": 1.6710743801652893e-05,
|
| 243 |
-
"loss": 0.1459,
|
| 244 |
-
"step": 300
|
| 245 |
-
},
|
| 246 |
-
{
|
| 247 |
-
"epoch": 2.366412213740458,
|
| 248 |
-
"grad_norm": 2.7880892753601074,
|
| 249 |
-
"learning_rate": 1.6545454545454548e-05,
|
| 250 |
-
"loss": 0.1426,
|
| 251 |
-
"step": 310
|
| 252 |
-
},
|
| 253 |
-
{
|
| 254 |
-
"epoch": 2.4427480916030535,
|
| 255 |
-
"grad_norm": 15.64450740814209,
|
| 256 |
-
"learning_rate": 1.63801652892562e-05,
|
| 257 |
-
"loss": 0.1184,
|
| 258 |
-
"step": 320
|
| 259 |
-
},
|
| 260 |
-
{
|
| 261 |
-
"epoch": 2.519083969465649,
|
| 262 |
-
"grad_norm": 1.4264142513275146,
|
| 263 |
-
"learning_rate": 1.6214876033057853e-05,
|
| 264 |
-
"loss": 0.1372,
|
| 265 |
-
"step": 330
|
| 266 |
-
},
|
| 267 |
-
{
|
| 268 |
-
"epoch": 2.595419847328244,
|
| 269 |
-
"grad_norm": 14.163614273071289,
|
| 270 |
-
"learning_rate": 1.6049586776859505e-05,
|
| 271 |
-
"loss": 0.145,
|
| 272 |
-
"step": 340
|
| 273 |
-
},
|
| 274 |
-
{
|
| 275 |
-
"epoch": 2.67175572519084,
|
| 276 |
-
"grad_norm": 5.825468063354492,
|
| 277 |
-
"learning_rate": 1.588429752066116e-05,
|
| 278 |
-
"loss": 0.1137,
|
| 279 |
-
"step": 350
|
| 280 |
-
},
|
| 281 |
-
{
|
| 282 |
-
"epoch": 2.7480916030534353,
|
| 283 |
-
"grad_norm": 0.70721435546875,
|
| 284 |
-
"learning_rate": 1.571900826446281e-05,
|
| 285 |
-
"loss": 0.0688,
|
| 286 |
-
"step": 360
|
| 287 |
-
},
|
| 288 |
-
{
|
| 289 |
-
"epoch": 2.8244274809160306,
|
| 290 |
-
"grad_norm": 5.984133720397949,
|
| 291 |
-
"learning_rate": 1.5553719008264465e-05,
|
| 292 |
-
"loss": 0.1614,
|
| 293 |
-
"step": 370
|
| 294 |
-
},
|
| 295 |
-
{
|
| 296 |
-
"epoch": 2.900763358778626,
|
| 297 |
-
"grad_norm": 2.9067797660827637,
|
| 298 |
-
"learning_rate": 1.5388429752066116e-05,
|
| 299 |
-
"loss": 0.1258,
|
| 300 |
-
"step": 380
|
| 301 |
-
},
|
| 302 |
-
{
|
| 303 |
-
"epoch": 2.9770992366412212,
|
| 304 |
-
"grad_norm": 0.7466038465499878,
|
| 305 |
-
"learning_rate": 1.522314049586777e-05,
|
| 306 |
-
"loss": 0.1494,
|
| 307 |
-
"step": 390
|
| 308 |
-
},
|
| 309 |
-
{
|
| 310 |
-
"epoch": 3.0,
|
| 311 |
-
"eval_accuracy": 0.9692898272552783,
|
| 312 |
-
"eval_f1": 0.9692039233298336,
|
| 313 |
-
"eval_loss": 0.14140835404396057,
|
| 314 |
-
"eval_precision": 0.9706301207884909,
|
| 315 |
-
"eval_recall": 0.9692898272552783,
|
| 316 |
-
"eval_runtime": 2.9931,
|
| 317 |
-
"eval_samples_per_second": 174.066,
|
| 318 |
-
"eval_steps_per_second": 11.025,
|
| 319 |
-
"step": 393
|
| 320 |
-
},
|
| 321 |
-
{
|
| 322 |
-
"epoch": 3.053435114503817,
|
| 323 |
-
"grad_norm": 5.72157621383667,
|
| 324 |
-
"learning_rate": 1.5057851239669424e-05,
|
| 325 |
-
"loss": 0.1056,
|
| 326 |
-
"step": 400
|
| 327 |
-
},
|
| 328 |
-
{
|
| 329 |
-
"epoch": 3.1297709923664123,
|
| 330 |
-
"grad_norm": 2.024094343185425,
|
| 331 |
-
"learning_rate": 1.4892561983471077e-05,
|
| 332 |
-
"loss": 0.1402,
|
| 333 |
-
"step": 410
|
| 334 |
-
},
|
| 335 |
-
{
|
| 336 |
-
"epoch": 3.2061068702290076,
|
| 337 |
-
"grad_norm": 1.147175669670105,
|
| 338 |
-
"learning_rate": 1.4727272727272728e-05,
|
| 339 |
-
"loss": 0.0474,
|
| 340 |
-
"step": 420
|
| 341 |
-
},
|
| 342 |
-
{
|
| 343 |
-
"epoch": 3.282442748091603,
|
| 344 |
-
"grad_norm": 4.005652904510498,
|
| 345 |
-
"learning_rate": 1.4561983471074381e-05,
|
| 346 |
-
"loss": 0.076,
|
| 347 |
-
"step": 430
|
| 348 |
-
},
|
| 349 |
-
{
|
| 350 |
-
"epoch": 3.3587786259541983,
|
| 351 |
-
"grad_norm": 0.9247184991836548,
|
| 352 |
-
"learning_rate": 1.4396694214876035e-05,
|
| 353 |
-
"loss": 0.0709,
|
| 354 |
-
"step": 440
|
| 355 |
-
},
|
| 356 |
-
{
|
| 357 |
-
"epoch": 3.435114503816794,
|
| 358 |
-
"grad_norm": 4.577192306518555,
|
| 359 |
-
"learning_rate": 1.4231404958677688e-05,
|
| 360 |
-
"loss": 0.0678,
|
| 361 |
-
"step": 450
|
| 362 |
-
},
|
| 363 |
-
{
|
| 364 |
-
"epoch": 3.5114503816793894,
|
| 365 |
-
"grad_norm": 0.21287904679775238,
|
| 366 |
-
"learning_rate": 1.406611570247934e-05,
|
| 367 |
-
"loss": 0.0404,
|
| 368 |
-
"step": 460
|
| 369 |
-
},
|
| 370 |
-
{
|
| 371 |
-
"epoch": 3.5877862595419847,
|
| 372 |
-
"grad_norm": 0.67902010679245,
|
| 373 |
-
"learning_rate": 1.3900826446280993e-05,
|
| 374 |
-
"loss": 0.0508,
|
| 375 |
-
"step": 470
|
| 376 |
-
},
|
| 377 |
-
{
|
| 378 |
-
"epoch": 3.66412213740458,
|
| 379 |
-
"grad_norm": 0.8000791072845459,
|
| 380 |
-
"learning_rate": 1.3735537190082645e-05,
|
| 381 |
-
"loss": 0.0473,
|
| 382 |
-
"step": 480
|
| 383 |
-
},
|
| 384 |
-
{
|
| 385 |
-
"epoch": 3.7404580152671754,
|
| 386 |
-
"grad_norm": 1.3421847820281982,
|
| 387 |
-
"learning_rate": 1.35702479338843e-05,
|
| 388 |
-
"loss": 0.0223,
|
| 389 |
-
"step": 490
|
| 390 |
-
},
|
| 391 |
-
{
|
| 392 |
-
"epoch": 3.816793893129771,
|
| 393 |
-
"grad_norm": 0.182773157954216,
|
| 394 |
-
"learning_rate": 1.3404958677685951e-05,
|
| 395 |
-
"loss": 0.0196,
|
| 396 |
-
"step": 500
|
| 397 |
-
},
|
| 398 |
-
{
|
| 399 |
-
"epoch": 3.8931297709923665,
|
| 400 |
-
"grad_norm": 1.4306972026824951,
|
| 401 |
-
"learning_rate": 1.3239669421487604e-05,
|
| 402 |
-
"loss": 0.0205,
|
| 403 |
-
"step": 510
|
| 404 |
-
},
|
| 405 |
-
{
|
| 406 |
-
"epoch": 3.969465648854962,
|
| 407 |
-
"grad_norm": 1.896088719367981,
|
| 408 |
-
"learning_rate": 1.3074380165289257e-05,
|
| 409 |
-
"loss": 0.0212,
|
| 410 |
-
"step": 520
|
| 411 |
-
},
|
| 412 |
-
{
|
| 413 |
-
"epoch": 4.0,
|
| 414 |
-
"eval_accuracy": 0.9769673704414588,
|
| 415 |
-
"eval_f1": 0.9769688162747627,
|
| 416 |
-
"eval_loss": 0.12679165601730347,
|
| 417 |
-
"eval_precision": 0.9782792844480811,
|
| 418 |
-
"eval_recall": 0.9769673704414588,
|
| 419 |
-
"eval_runtime": 3.1232,
|
| 420 |
-
"eval_samples_per_second": 166.818,
|
| 421 |
-
"eval_steps_per_second": 10.566,
|
| 422 |
-
"step": 524
|
| 423 |
-
},
|
| 424 |
-
{
|
| 425 |
-
"epoch": 4.0458015267175576,
|
| 426 |
-
"grad_norm": 0.14600762724876404,
|
| 427 |
-
"learning_rate": 1.2909090909090912e-05,
|
| 428 |
-
"loss": 0.0222,
|
| 429 |
-
"step": 530
|
| 430 |
-
},
|
| 431 |
-
{
|
| 432 |
-
"epoch": 4.122137404580153,
|
| 433 |
-
"grad_norm": 8.074915885925293,
|
| 434 |
-
"learning_rate": 1.2743801652892563e-05,
|
| 435 |
-
"loss": 0.0542,
|
| 436 |
-
"step": 540
|
| 437 |
-
},
|
| 438 |
-
{
|
| 439 |
-
"epoch": 4.198473282442748,
|
| 440 |
-
"grad_norm": 0.09765351563692093,
|
| 441 |
-
"learning_rate": 1.2578512396694216e-05,
|
| 442 |
-
"loss": 0.0394,
|
| 443 |
-
"step": 550
|
| 444 |
-
},
|
| 445 |
-
{
|
| 446 |
-
"epoch": 4.2748091603053435,
|
| 447 |
-
"grad_norm": 0.33209875226020813,
|
| 448 |
-
"learning_rate": 1.2413223140495869e-05,
|
| 449 |
-
"loss": 0.0241,
|
| 450 |
-
"step": 560
|
| 451 |
-
},
|
| 452 |
-
{
|
| 453 |
-
"epoch": 4.351145038167939,
|
| 454 |
-
"grad_norm": 0.5309058427810669,
|
| 455 |
-
"learning_rate": 1.2247933884297522e-05,
|
| 456 |
-
"loss": 0.0161,
|
| 457 |
-
"step": 570
|
| 458 |
-
},
|
| 459 |
-
{
|
| 460 |
-
"epoch": 4.427480916030534,
|
| 461 |
-
"grad_norm": 0.1629948765039444,
|
| 462 |
-
"learning_rate": 1.2082644628099173e-05,
|
| 463 |
-
"loss": 0.0129,
|
| 464 |
-
"step": 580
|
| 465 |
-
},
|
| 466 |
-
{
|
| 467 |
-
"epoch": 4.5038167938931295,
|
| 468 |
-
"grad_norm": 0.15240447223186493,
|
| 469 |
-
"learning_rate": 1.1917355371900828e-05,
|
| 470 |
-
"loss": 0.0128,
|
| 471 |
-
"step": 590
|
| 472 |
-
},
|
| 473 |
-
{
|
| 474 |
-
"epoch": 4.580152671755725,
|
| 475 |
-
"grad_norm": 0.10693137347698212,
|
| 476 |
-
"learning_rate": 1.175206611570248e-05,
|
| 477 |
-
"loss": 0.0724,
|
| 478 |
-
"step": 600
|
| 479 |
-
},
|
| 480 |
-
{
|
| 481 |
-
"epoch": 4.65648854961832,
|
| 482 |
-
"grad_norm": 0.8860049843788147,
|
| 483 |
-
"learning_rate": 1.1586776859504133e-05,
|
| 484 |
-
"loss": 0.013,
|
| 485 |
-
"step": 610
|
| 486 |
-
},
|
| 487 |
-
{
|
| 488 |
-
"epoch": 4.732824427480916,
|
| 489 |
-
"grad_norm": 1.1124643087387085,
|
| 490 |
-
"learning_rate": 1.1421487603305785e-05,
|
| 491 |
-
"loss": 0.0228,
|
| 492 |
-
"step": 620
|
| 493 |
-
},
|
| 494 |
-
{
|
| 495 |
-
"epoch": 4.809160305343512,
|
| 496 |
-
"grad_norm": 16.63216209411621,
|
| 497 |
-
"learning_rate": 1.125619834710744e-05,
|
| 498 |
-
"loss": 0.1361,
|
| 499 |
-
"step": 630
|
| 500 |
-
},
|
| 501 |
-
{
|
| 502 |
-
"epoch": 4.885496183206107,
|
| 503 |
-
"grad_norm": 0.22511304914951324,
|
| 504 |
-
"learning_rate": 1.1090909090909092e-05,
|
| 505 |
-
"loss": 0.0127,
|
| 506 |
-
"step": 640
|
| 507 |
-
},
|
| 508 |
-
{
|
| 509 |
-
"epoch": 4.961832061068702,
|
| 510 |
-
"grad_norm": 0.2706206142902374,
|
| 511 |
-
"learning_rate": 1.0925619834710745e-05,
|
| 512 |
-
"loss": 0.0127,
|
| 513 |
-
"step": 650
|
| 514 |
-
},
|
| 515 |
-
{
|
| 516 |
-
"epoch": 5.0,
|
| 517 |
-
"eval_accuracy": 0.9731285988483686,
|
| 518 |
-
"eval_f1": 0.973064976375106,
|
| 519 |
-
"eval_loss": 0.14903880655765533,
|
| 520 |
-
"eval_precision": 0.9743006090972162,
|
| 521 |
-
"eval_recall": 0.9731285988483686,
|
| 522 |
-
"eval_runtime": 3.1635,
|
| 523 |
-
"eval_samples_per_second": 164.69,
|
| 524 |
-
"eval_steps_per_second": 10.431,
|
| 525 |
-
"step": 655
|
| 526 |
-
},
|
| 527 |
-
{
|
| 528 |
-
"epoch": 5.038167938931298,
|
| 529 |
-
"grad_norm": 26.473268508911133,
|
| 530 |
-
"learning_rate": 1.0760330578512396e-05,
|
| 531 |
-
"loss": 0.0238,
|
| 532 |
-
"step": 660
|
| 533 |
-
},
|
| 534 |
-
{
|
| 535 |
-
"epoch": 5.114503816793893,
|
| 536 |
-
"grad_norm": 0.08209118992090225,
|
| 537 |
-
"learning_rate": 1.0595041322314051e-05,
|
| 538 |
-
"loss": 0.0107,
|
| 539 |
-
"step": 670
|
| 540 |
-
},
|
| 541 |
-
{
|
| 542 |
-
"epoch": 5.190839694656488,
|
| 543 |
-
"grad_norm": 1.1051641702651978,
|
| 544 |
-
"learning_rate": 1.0429752066115704e-05,
|
| 545 |
-
"loss": 0.0682,
|
| 546 |
-
"step": 680
|
| 547 |
-
},
|
| 548 |
-
{
|
| 549 |
-
"epoch": 5.267175572519084,
|
| 550 |
-
"grad_norm": 11.310916900634766,
|
| 551 |
-
"learning_rate": 1.0264462809917357e-05,
|
| 552 |
-
"loss": 0.0131,
|
| 553 |
-
"step": 690
|
| 554 |
-
},
|
| 555 |
-
{
|
| 556 |
-
"epoch": 5.34351145038168,
|
| 557 |
-
"grad_norm": 0.09134263545274734,
|
| 558 |
-
"learning_rate": 1.0099173553719008e-05,
|
| 559 |
-
"loss": 0.0428,
|
| 560 |
-
"step": 700
|
| 561 |
-
},
|
| 562 |
-
{
|
| 563 |
-
"epoch": 5.419847328244275,
|
| 564 |
-
"grad_norm": 0.08655811846256256,
|
| 565 |
-
"learning_rate": 9.933884297520661e-06,
|
| 566 |
-
"loss": 0.0246,
|
| 567 |
-
"step": 710
|
| 568 |
-
},
|
| 569 |
-
{
|
| 570 |
-
"epoch": 5.4961832061068705,
|
| 571 |
-
"grad_norm": 0.16410402953624725,
|
| 572 |
-
"learning_rate": 9.768595041322316e-06,
|
| 573 |
-
"loss": 0.0094,
|
| 574 |
-
"step": 720
|
| 575 |
-
},
|
| 576 |
-
{
|
| 577 |
-
"epoch": 5.572519083969466,
|
| 578 |
-
"grad_norm": 1.349546194076538,
|
| 579 |
-
"learning_rate": 9.603305785123967e-06,
|
| 580 |
-
"loss": 0.045,
|
| 581 |
-
"step": 730
|
| 582 |
-
},
|
| 583 |
-
{
|
| 584 |
-
"epoch": 5.648854961832061,
|
| 585 |
-
"grad_norm": 0.12257255613803864,
|
| 586 |
-
"learning_rate": 9.438016528925621e-06,
|
| 587 |
-
"loss": 0.0516,
|
| 588 |
-
"step": 740
|
| 589 |
-
},
|
| 590 |
-
{
|
| 591 |
-
"epoch": 5.7251908396946565,
|
| 592 |
-
"grad_norm": 0.06910885125398636,
|
| 593 |
-
"learning_rate": 9.272727272727273e-06,
|
| 594 |
-
"loss": 0.009,
|
| 595 |
-
"step": 750
|
| 596 |
-
},
|
| 597 |
-
{
|
| 598 |
-
"epoch": 5.801526717557252,
|
| 599 |
-
"grad_norm": 0.056132227182388306,
|
| 600 |
-
"learning_rate": 9.107438016528927e-06,
|
| 601 |
-
"loss": 0.0107,
|
| 602 |
-
"step": 760
|
| 603 |
-
},
|
| 604 |
-
{
|
| 605 |
-
"epoch": 5.877862595419847,
|
| 606 |
-
"grad_norm": 0.07667958736419678,
|
| 607 |
-
"learning_rate": 8.942148760330578e-06,
|
| 608 |
-
"loss": 0.0086,
|
| 609 |
-
"step": 770
|
| 610 |
-
},
|
| 611 |
-
{
|
| 612 |
-
"epoch": 5.9541984732824424,
|
| 613 |
-
"grad_norm": 0.10609736293554306,
|
| 614 |
-
"learning_rate": 8.776859504132233e-06,
|
| 615 |
-
"loss": 0.0085,
|
| 616 |
-
"step": 780
|
| 617 |
-
},
|
| 618 |
-
{
|
| 619 |
-
"epoch": 6.0,
|
| 620 |
-
"eval_accuracy": 0.9788867562380038,
|
| 621 |
-
"eval_f1": 0.9789720270641704,
|
| 622 |
-
"eval_loss": 0.12155096977949142,
|
| 623 |
-
"eval_precision": 0.9801130700504813,
|
| 624 |
-
"eval_recall": 0.9788867562380038,
|
| 625 |
-
"eval_runtime": 3.2955,
|
| 626 |
-
"eval_samples_per_second": 158.096,
|
| 627 |
-
"eval_steps_per_second": 10.014,
|
| 628 |
-
"step": 786
|
| 629 |
-
},
|
| 630 |
-
{
|
| 631 |
-
"epoch": 6.030534351145038,
|
| 632 |
-
"grad_norm": 0.06408526748418808,
|
| 633 |
-
"learning_rate": 8.611570247933884e-06,
|
| 634 |
-
"loss": 0.0081,
|
| 635 |
-
"step": 790
|
| 636 |
-
},
|
| 637 |
-
{
|
| 638 |
-
"epoch": 6.106870229007634,
|
| 639 |
-
"grad_norm": 0.07884930074214935,
|
| 640 |
-
"learning_rate": 8.446280991735539e-06,
|
| 641 |
-
"loss": 0.031,
|
| 642 |
-
"step": 800
|
| 643 |
-
},
|
| 644 |
-
{
|
| 645 |
-
"epoch": 6.183206106870229,
|
| 646 |
-
"grad_norm": 0.07998275011777878,
|
| 647 |
-
"learning_rate": 8.28099173553719e-06,
|
| 648 |
-
"loss": 0.0453,
|
| 649 |
-
"step": 810
|
| 650 |
-
},
|
| 651 |
-
{
|
| 652 |
-
"epoch": 6.259541984732825,
|
| 653 |
-
"grad_norm": 0.22578206658363342,
|
| 654 |
-
"learning_rate": 8.115702479338843e-06,
|
| 655 |
-
"loss": 0.0078,
|
| 656 |
-
"step": 820
|
| 657 |
-
},
|
| 658 |
-
{
|
| 659 |
-
"epoch": 6.33587786259542,
|
| 660 |
-
"grad_norm": 0.07642875611782074,
|
| 661 |
-
"learning_rate": 7.950413223140496e-06,
|
| 662 |
-
"loss": 0.0086,
|
| 663 |
-
"step": 830
|
| 664 |
-
},
|
| 665 |
-
{
|
| 666 |
-
"epoch": 6.412213740458015,
|
| 667 |
-
"grad_norm": 0.10305721312761307,
|
| 668 |
-
"learning_rate": 7.785123966942149e-06,
|
| 669 |
-
"loss": 0.0444,
|
| 670 |
-
"step": 840
|
| 671 |
-
},
|
| 672 |
-
{
|
| 673 |
-
"epoch": 6.488549618320611,
|
| 674 |
-
"grad_norm": 0.0701122134923935,
|
| 675 |
-
"learning_rate": 7.619834710743802e-06,
|
| 676 |
-
"loss": 0.0077,
|
| 677 |
-
"step": 850
|
| 678 |
-
},
|
| 679 |
-
{
|
| 680 |
-
"epoch": 6.564885496183206,
|
| 681 |
-
"grad_norm": 0.07119292765855789,
|
| 682 |
-
"learning_rate": 7.454545454545456e-06,
|
| 683 |
-
"loss": 0.0076,
|
| 684 |
-
"step": 860
|
| 685 |
-
},
|
| 686 |
-
{
|
| 687 |
-
"epoch": 6.641221374045801,
|
| 688 |
-
"grad_norm": 0.2685672342777252,
|
| 689 |
-
"learning_rate": 7.289256198347108e-06,
|
| 690 |
-
"loss": 0.0077,
|
| 691 |
-
"step": 870
|
| 692 |
-
},
|
| 693 |
-
{
|
| 694 |
-
"epoch": 6.717557251908397,
|
| 695 |
-
"grad_norm": 0.0628926083445549,
|
| 696 |
-
"learning_rate": 7.1239669421487615e-06,
|
| 697 |
-
"loss": 0.0072,
|
| 698 |
-
"step": 880
|
| 699 |
-
},
|
| 700 |
-
{
|
| 701 |
-
"epoch": 6.793893129770993,
|
| 702 |
-
"grad_norm": 0.06299301236867905,
|
| 703 |
-
"learning_rate": 6.9586776859504135e-06,
|
| 704 |
-
"loss": 0.0109,
|
| 705 |
-
"step": 890
|
| 706 |
-
},
|
| 707 |
-
{
|
| 708 |
-
"epoch": 6.870229007633588,
|
| 709 |
-
"grad_norm": 0.06120818480849266,
|
| 710 |
-
"learning_rate": 6.793388429752067e-06,
|
| 711 |
-
"loss": 0.0069,
|
| 712 |
-
"step": 900
|
| 713 |
-
},
|
| 714 |
-
{
|
| 715 |
-
"epoch": 6.9465648854961835,
|
| 716 |
-
"grad_norm": 0.08700945228338242,
|
| 717 |
-
"learning_rate": 6.628099173553719e-06,
|
| 718 |
-
"loss": 0.0073,
|
| 719 |
-
"step": 910
|
| 720 |
-
},
|
| 721 |
-
{
|
| 722 |
-
"epoch": 7.0,
|
| 723 |
-
"eval_accuracy": 0.980806142034549,
|
| 724 |
-
"eval_f1": 0.980791368968265,
|
| 725 |
-
"eval_loss": 0.11875477433204651,
|
| 726 |
-
"eval_precision": 0.981936841149893,
|
| 727 |
-
"eval_recall": 0.980806142034549,
|
| 728 |
-
"eval_runtime": 3.1069,
|
| 729 |
-
"eval_samples_per_second": 167.692,
|
| 730 |
-
"eval_steps_per_second": 10.622,
|
| 731 |
-
"step": 917
|
| 732 |
-
},
|
| 733 |
-
{
|
| 734 |
-
"epoch": 7.022900763358779,
|
| 735 |
-
"grad_norm": 0.061511170119047165,
|
| 736 |
-
"learning_rate": 6.462809917355372e-06,
|
| 737 |
-
"loss": 0.0066,
|
| 738 |
-
"step": 920
|
| 739 |
-
},
|
| 740 |
-
{
|
| 741 |
-
"epoch": 7.099236641221374,
|
| 742 |
-
"grad_norm": 0.06128810718655586,
|
| 743 |
-
"learning_rate": 6.297520661157025e-06,
|
| 744 |
-
"loss": 0.0064,
|
| 745 |
-
"step": 930
|
| 746 |
-
},
|
| 747 |
-
{
|
| 748 |
-
"epoch": 7.175572519083969,
|
| 749 |
-
"grad_norm": 0.05454257130622864,
|
| 750 |
-
"learning_rate": 6.132231404958678e-06,
|
| 751 |
-
"loss": 0.0066,
|
| 752 |
-
"step": 940
|
| 753 |
-
},
|
| 754 |
-
{
|
| 755 |
-
"epoch": 7.251908396946565,
|
| 756 |
-
"grad_norm": 0.09356739372015,
|
| 757 |
-
"learning_rate": 5.966942148760331e-06,
|
| 758 |
-
"loss": 0.0065,
|
| 759 |
-
"step": 950
|
| 760 |
-
},
|
| 761 |
-
{
|
| 762 |
-
"epoch": 7.32824427480916,
|
| 763 |
-
"grad_norm": 0.04699549078941345,
|
| 764 |
-
"learning_rate": 5.801652892561984e-06,
|
| 765 |
-
"loss": 0.006,
|
| 766 |
-
"step": 960
|
| 767 |
-
},
|
| 768 |
-
{
|
| 769 |
-
"epoch": 7.404580152671755,
|
| 770 |
-
"grad_norm": 0.04597270488739014,
|
| 771 |
-
"learning_rate": 5.636363636363636e-06,
|
| 772 |
-
"loss": 0.0063,
|
| 773 |
-
"step": 970
|
| 774 |
-
},
|
| 775 |
-
{
|
| 776 |
-
"epoch": 7.480916030534351,
|
| 777 |
-
"grad_norm": 0.05777190253138542,
|
| 778 |
-
"learning_rate": 5.47107438016529e-06,
|
| 779 |
-
"loss": 0.0057,
|
| 780 |
-
"step": 980
|
| 781 |
-
},
|
| 782 |
-
{
|
| 783 |
-
"epoch": 7.557251908396947,
|
| 784 |
-
"grad_norm": 0.0520237572491169,
|
| 785 |
-
"learning_rate": 5.305785123966942e-06,
|
| 786 |
-
"loss": 0.006,
|
| 787 |
-
"step": 990
|
| 788 |
-
},
|
| 789 |
-
{
|
| 790 |
-
"epoch": 7.633587786259542,
|
| 791 |
-
"grad_norm": 0.0427822545170784,
|
| 792 |
-
"learning_rate": 5.140495867768596e-06,
|
| 793 |
-
"loss": 0.0059,
|
| 794 |
-
"step": 1000
|
| 795 |
-
},
|
| 796 |
-
{
|
| 797 |
-
"epoch": 7.709923664122138,
|
| 798 |
-
"grad_norm": 0.05699237063527107,
|
| 799 |
-
"learning_rate": 4.975206611570249e-06,
|
| 800 |
-
"loss": 0.0055,
|
| 801 |
-
"step": 1010
|
| 802 |
-
},
|
| 803 |
-
{
|
| 804 |
-
"epoch": 7.786259541984733,
|
| 805 |
-
"grad_norm": 0.05885695666074753,
|
| 806 |
-
"learning_rate": 4.8099173553719015e-06,
|
| 807 |
-
"loss": 0.0258,
|
| 808 |
-
"step": 1020
|
| 809 |
-
},
|
| 810 |
-
{
|
| 811 |
-
"epoch": 7.862595419847328,
|
| 812 |
-
"grad_norm": 0.05190462991595268,
|
| 813 |
-
"learning_rate": 4.6446280991735544e-06,
|
| 814 |
-
"loss": 0.0496,
|
| 815 |
-
"step": 1030
|
| 816 |
-
},
|
| 817 |
-
{
|
| 818 |
-
"epoch": 7.938931297709924,
|
| 819 |
-
"grad_norm": 0.03909669816493988,
|
| 820 |
-
"learning_rate": 4.479338842975207e-06,
|
| 821 |
-
"loss": 0.0398,
|
| 822 |
-
"step": 1040
|
| 823 |
-
},
|
| 824 |
-
{
|
| 825 |
-
"epoch": 8.0,
|
| 826 |
-
"eval_accuracy": 0.980806142034549,
|
| 827 |
-
"eval_f1": 0.980791368968265,
|
| 828 |
-
"eval_loss": 0.12089628726243973,
|
| 829 |
-
"eval_precision": 0.981936841149893,
|
| 830 |
-
"eval_recall": 0.980806142034549,
|
| 831 |
-
"eval_runtime": 3.1129,
|
| 832 |
-
"eval_samples_per_second": 167.366,
|
| 833 |
-
"eval_steps_per_second": 10.601,
|
| 834 |
-
"step": 1048
|
| 835 |
-
},
|
| 836 |
-
{
|
| 837 |
-
"epoch": 8.01526717557252,
|
| 838 |
-
"grad_norm": 0.05181822180747986,
|
| 839 |
-
"learning_rate": 4.31404958677686e-06,
|
| 840 |
-
"loss": 0.0062,
|
| 841 |
-
"step": 1050
|
| 842 |
-
},
|
| 843 |
-
{
|
| 844 |
-
"epoch": 8.091603053435115,
|
| 845 |
-
"grad_norm": 0.03777517005801201,
|
| 846 |
-
"learning_rate": 4.148760330578513e-06,
|
| 847 |
-
"loss": 0.0058,
|
| 848 |
-
"step": 1060
|
| 849 |
-
},
|
| 850 |
-
{
|
| 851 |
-
"epoch": 8.16793893129771,
|
| 852 |
-
"grad_norm": 0.04515732452273369,
|
| 853 |
-
"learning_rate": 3.983471074380166e-06,
|
| 854 |
-
"loss": 0.0056,
|
| 855 |
-
"step": 1070
|
| 856 |
-
},
|
| 857 |
-
{
|
| 858 |
-
"epoch": 8.244274809160306,
|
| 859 |
-
"grad_norm": 0.044928282499313354,
|
| 860 |
-
"learning_rate": 3.818181818181819e-06,
|
| 861 |
-
"loss": 0.0055,
|
| 862 |
-
"step": 1080
|
| 863 |
-
},
|
| 864 |
-
{
|
| 865 |
-
"epoch": 8.320610687022901,
|
| 866 |
-
"grad_norm": 0.05599347501993179,
|
| 867 |
-
"learning_rate": 3.6528925619834715e-06,
|
| 868 |
-
"loss": 0.0057,
|
| 869 |
-
"step": 1090
|
| 870 |
-
},
|
| 871 |
-
{
|
| 872 |
-
"epoch": 8.396946564885496,
|
| 873 |
-
"grad_norm": 1.0466651916503906,
|
| 874 |
-
"learning_rate": 3.4876033057851245e-06,
|
| 875 |
-
"loss": 0.0384,
|
| 876 |
-
"step": 1100
|
| 877 |
-
},
|
| 878 |
-
{
|
| 879 |
-
"epoch": 8.473282442748092,
|
| 880 |
-
"grad_norm": 0.05839056894183159,
|
| 881 |
-
"learning_rate": 3.3223140495867774e-06,
|
| 882 |
-
"loss": 0.0057,
|
| 883 |
-
"step": 1110
|
| 884 |
-
},
|
| 885 |
-
{
|
| 886 |
-
"epoch": 8.549618320610687,
|
| 887 |
-
"grad_norm": 0.05969908460974693,
|
| 888 |
-
"learning_rate": 3.1570247933884303e-06,
|
| 889 |
-
"loss": 0.0424,
|
| 890 |
-
"step": 1120
|
| 891 |
-
},
|
| 892 |
-
{
|
| 893 |
-
"epoch": 8.625954198473282,
|
| 894 |
-
"grad_norm": 0.06252706795930862,
|
| 895 |
-
"learning_rate": 2.9917355371900832e-06,
|
| 896 |
-
"loss": 0.0174,
|
| 897 |
-
"step": 1130
|
| 898 |
-
},
|
| 899 |
-
{
|
| 900 |
-
"epoch": 8.702290076335878,
|
| 901 |
-
"grad_norm": 0.1538064330816269,
|
| 902 |
-
"learning_rate": 2.8264462809917357e-06,
|
| 903 |
-
"loss": 0.0058,
|
| 904 |
-
"step": 1140
|
| 905 |
-
},
|
| 906 |
-
{
|
| 907 |
-
"epoch": 8.778625954198473,
|
| 908 |
-
"grad_norm": 0.05743182823061943,
|
| 909 |
-
"learning_rate": 2.6611570247933886e-06,
|
| 910 |
-
"loss": 0.0055,
|
| 911 |
-
"step": 1150
|
| 912 |
-
},
|
| 913 |
-
{
|
| 914 |
-
"epoch": 8.854961832061068,
|
| 915 |
-
"grad_norm": 0.06665431708097458,
|
| 916 |
-
"learning_rate": 2.4958677685950416e-06,
|
| 917 |
-
"loss": 0.0057,
|
| 918 |
-
"step": 1160
|
| 919 |
-
},
|
| 920 |
-
{
|
| 921 |
-
"epoch": 8.931297709923664,
|
| 922 |
-
"grad_norm": 0.07899218052625656,
|
| 923 |
-
"learning_rate": 2.3305785123966945e-06,
|
| 924 |
-
"loss": 0.0055,
|
| 925 |
-
"step": 1170
|
| 926 |
-
},
|
| 927 |
-
{
|
| 928 |
-
"epoch": 9.0,
|
| 929 |
-
"eval_accuracy": 0.980806142034549,
|
| 930 |
-
"eval_f1": 0.9807999304274743,
|
| 931 |
-
"eval_loss": 0.12244618684053421,
|
| 932 |
-
"eval_precision": 0.9819563131797131,
|
| 933 |
-
"eval_recall": 0.980806142034549,
|
| 934 |
-
"eval_runtime": 3.1404,
|
| 935 |
-
"eval_samples_per_second": 165.902,
|
| 936 |
-
"eval_steps_per_second": 10.508,
|
| 937 |
-
"step": 1179
|
| 938 |
-
}
|
| 939 |
-
],
|
| 940 |
-
"logging_steps": 10,
|
| 941 |
-
"max_steps": 1310,
|
| 942 |
-
"num_input_tokens_seen": 0,
|
| 943 |
-
"num_train_epochs": 10,
|
| 944 |
-
"save_steps": 500,
|
| 945 |
-
"stateful_callbacks": {
|
| 946 |
-
"EarlyStoppingCallback": {
|
| 947 |
-
"args": {
|
| 948 |
-
"early_stopping_patience": 3,
|
| 949 |
-
"early_stopping_threshold": 0.0
|
| 950 |
-
},
|
| 951 |
-
"attributes": {
|
| 952 |
-
"early_stopping_patience_counter": 2
|
| 953 |
-
}
|
| 954 |
-
},
|
| 955 |
-
"TrainerControl": {
|
| 956 |
-
"args": {
|
| 957 |
-
"should_epoch_stop": false,
|
| 958 |
-
"should_evaluate": false,
|
| 959 |
-
"should_log": false,
|
| 960 |
-
"should_save": true,
|
| 961 |
-
"should_training_stop": false
|
| 962 |
-
},
|
| 963 |
-
"attributes": {}
|
| 964 |
-
}
|
| 965 |
-
},
|
| 966 |
-
"total_flos": 1233335031616512.0,
|
| 967 |
-
"train_batch_size": 16,
|
| 968 |
-
"trial_name": null,
|
| 969 |
-
"trial_params": null
|
| 970 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-1179/training_args.bin
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:21a4ac2a72f23cb69080a4fb3a9a3266e6a76062c2c55904cad3d4237f62c83e
|
| 3 |
-
size 5841
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-1310/config.json
DELETED
|
@@ -1,71 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"architectures": [
|
| 3 |
-
"RobertaForSequenceClassification"
|
| 4 |
-
],
|
| 5 |
-
"attention_probs_dropout_prob": 0.1,
|
| 6 |
-
"bos_token_id": 0,
|
| 7 |
-
"classifier_dropout": null,
|
| 8 |
-
"dtype": "float32",
|
| 9 |
-
"eos_token_id": 2,
|
| 10 |
-
"hidden_act": "gelu",
|
| 11 |
-
"hidden_dropout_prob": 0.1,
|
| 12 |
-
"hidden_size": 768,
|
| 13 |
-
"id2label": {
|
| 14 |
-
"0": "add_contact",
|
| 15 |
-
"1": "edit_phone",
|
| 16 |
-
"2": "edit_email",
|
| 17 |
-
"3": "edit_address",
|
| 18 |
-
"4": "delete_contact",
|
| 19 |
-
"5": "list_all_contacts",
|
| 20 |
-
"6": "search_contacts",
|
| 21 |
-
"7": "add_birthday",
|
| 22 |
-
"8": "list_birthdays",
|
| 23 |
-
"9": "add_note",
|
| 24 |
-
"10": "edit_note",
|
| 25 |
-
"11": "delete_note",
|
| 26 |
-
"12": "show_notes",
|
| 27 |
-
"13": "add_note_tag",
|
| 28 |
-
"14": "remove_note_tag",
|
| 29 |
-
"15": "search_notes_text",
|
| 30 |
-
"16": "search_notes_by_tag",
|
| 31 |
-
"17": "help",
|
| 32 |
-
"18": "exit",
|
| 33 |
-
"19": "hello"
|
| 34 |
-
},
|
| 35 |
-
"initializer_range": 0.02,
|
| 36 |
-
"intermediate_size": 3072,
|
| 37 |
-
"label2id": {
|
| 38 |
-
"add_birthday": 7,
|
| 39 |
-
"add_contact": 0,
|
| 40 |
-
"add_note": 9,
|
| 41 |
-
"add_note_tag": 13,
|
| 42 |
-
"delete_contact": 4,
|
| 43 |
-
"delete_note": 11,
|
| 44 |
-
"edit_address": 3,
|
| 45 |
-
"edit_email": 2,
|
| 46 |
-
"edit_note": 10,
|
| 47 |
-
"edit_phone": 1,
|
| 48 |
-
"exit": 18,
|
| 49 |
-
"hello": 19,
|
| 50 |
-
"help": 17,
|
| 51 |
-
"list_all_contacts": 5,
|
| 52 |
-
"list_birthdays": 8,
|
| 53 |
-
"remove_note_tag": 14,
|
| 54 |
-
"search_contacts": 6,
|
| 55 |
-
"search_notes_by_tag": 16,
|
| 56 |
-
"search_notes_text": 15,
|
| 57 |
-
"show_notes": 12
|
| 58 |
-
},
|
| 59 |
-
"layer_norm_eps": 1e-05,
|
| 60 |
-
"max_position_embeddings": 514,
|
| 61 |
-
"model_type": "roberta",
|
| 62 |
-
"num_attention_heads": 12,
|
| 63 |
-
"num_hidden_layers": 12,
|
| 64 |
-
"pad_token_id": 1,
|
| 65 |
-
"position_embedding_type": "absolute",
|
| 66 |
-
"problem_type": "single_label_classification",
|
| 67 |
-
"transformers_version": "4.57.0",
|
| 68 |
-
"type_vocab_size": 1,
|
| 69 |
-
"use_cache": true,
|
| 70 |
-
"vocab_size": 50265
|
| 71 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-1310/model.safetensors
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:c4a7120d267e8b923b5542c1ea6aeba65facf08182ea362827113fe36481f4e4
|
| 3 |
-
size 498668192
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-1310/optimizer.pt
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:6450cd41a91b312e87c4978cd7fdaee344ccafc5b63f22d076fc1187307eaf9a
|
| 3 |
-
size 997451019
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-1310/rng_state.pth
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:791590502d32babfec3e01cad84acac1a5c5f69449f6851db53f4aead2041f79
|
| 3 |
-
size 14455
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-1310/scheduler.pt
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:ef479fcc9aa8f88124c5b577e46a56b83c9f1415e04b0e4ef3b46ce53586f6bb
|
| 3 |
-
size 1465
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-1310/trainer_state.json
DELETED
|
@@ -1,1080 +0,0 @@
|
|
| 1 |
-
{
|
| 2 |
-
"best_global_step": 1310,
|
| 3 |
-
"best_metric": 0.982725527831094,
|
| 4 |
-
"best_model_checkpoint": "models/intent_classifier/checkpoint-1310",
|
| 5 |
-
"epoch": 10.0,
|
| 6 |
-
"eval_steps": 500,
|
| 7 |
-
"global_step": 1310,
|
| 8 |
-
"is_hyper_param_search": false,
|
| 9 |
-
"is_local_process_zero": true,
|
| 10 |
-
"is_world_process_zero": true,
|
| 11 |
-
"log_history": [
|
| 12 |
-
{
|
| 13 |
-
"epoch": 0.07633587786259542,
|
| 14 |
-
"grad_norm": 4.617219924926758,
|
| 15 |
-
"learning_rate": 1.8000000000000001e-06,
|
| 16 |
-
"loss": 3.0068,
|
| 17 |
-
"step": 10
|
| 18 |
-
},
|
| 19 |
-
{
|
| 20 |
-
"epoch": 0.15267175572519084,
|
| 21 |
-
"grad_norm": 2.9202663898468018,
|
| 22 |
-
"learning_rate": 3.8000000000000005e-06,
|
| 23 |
-
"loss": 2.9968,
|
| 24 |
-
"step": 20
|
| 25 |
-
},
|
| 26 |
-
{
|
| 27 |
-
"epoch": 0.22900763358778625,
|
| 28 |
-
"grad_norm": 2.677699327468872,
|
| 29 |
-
"learning_rate": 5.8e-06,
|
| 30 |
-
"loss": 2.9956,
|
| 31 |
-
"step": 30
|
| 32 |
-
},
|
| 33 |
-
{
|
| 34 |
-
"epoch": 0.3053435114503817,
|
| 35 |
-
"grad_norm": 3.113600254058838,
|
| 36 |
-
"learning_rate": 7.800000000000002e-06,
|
| 37 |
-
"loss": 3.0013,
|
| 38 |
-
"step": 40
|
| 39 |
-
},
|
| 40 |
-
{
|
| 41 |
-
"epoch": 0.3816793893129771,
|
| 42 |
-
"grad_norm": 3.7662277221679688,
|
| 43 |
-
"learning_rate": 9.800000000000001e-06,
|
| 44 |
-
"loss": 2.9809,
|
| 45 |
-
"step": 50
|
| 46 |
-
},
|
| 47 |
-
{
|
| 48 |
-
"epoch": 0.4580152671755725,
|
| 49 |
-
"grad_norm": 8.282344818115234,
|
| 50 |
-
"learning_rate": 1.18e-05,
|
| 51 |
-
"loss": 2.9022,
|
| 52 |
-
"step": 60
|
| 53 |
-
},
|
| 54 |
-
{
|
| 55 |
-
"epoch": 0.5343511450381679,
|
| 56 |
-
"grad_norm": 8.860713005065918,
|
| 57 |
-
"learning_rate": 1.38e-05,
|
| 58 |
-
"loss": 2.7668,
|
| 59 |
-
"step": 70
|
| 60 |
-
},
|
| 61 |
-
{
|
| 62 |
-
"epoch": 0.6106870229007634,
|
| 63 |
-
"grad_norm": 11.435643196105957,
|
| 64 |
-
"learning_rate": 1.58e-05,
|
| 65 |
-
"loss": 2.5216,
|
| 66 |
-
"step": 80
|
| 67 |
-
},
|
| 68 |
-
{
|
| 69 |
-
"epoch": 0.6870229007633588,
|
| 70 |
-
"grad_norm": 10.48116397857666,
|
| 71 |
-
"learning_rate": 1.7800000000000002e-05,
|
| 72 |
-
"loss": 2.3281,
|
| 73 |
-
"step": 90
|
| 74 |
-
},
|
| 75 |
-
{
|
| 76 |
-
"epoch": 0.7633587786259542,
|
| 77 |
-
"grad_norm": 12.855015754699707,
|
| 78 |
-
"learning_rate": 1.98e-05,
|
| 79 |
-
"loss": 2.0133,
|
| 80 |
-
"step": 100
|
| 81 |
-
},
|
| 82 |
-
{
|
| 83 |
-
"epoch": 0.8396946564885496,
|
| 84 |
-
"grad_norm": 12.89151668548584,
|
| 85 |
-
"learning_rate": 1.985123966942149e-05,
|
| 86 |
-
"loss": 1.7684,
|
| 87 |
-
"step": 110
|
| 88 |
-
},
|
| 89 |
-
{
|
| 90 |
-
"epoch": 0.916030534351145,
|
| 91 |
-
"grad_norm": 11.234882354736328,
|
| 92 |
-
"learning_rate": 1.9685950413223144e-05,
|
| 93 |
-
"loss": 1.4861,
|
| 94 |
-
"step": 120
|
| 95 |
-
},
|
| 96 |
-
{
|
| 97 |
-
"epoch": 0.9923664122137404,
|
| 98 |
-
"grad_norm": 12.167614936828613,
|
| 99 |
-
"learning_rate": 1.9520661157024795e-05,
|
| 100 |
-
"loss": 1.2402,
|
| 101 |
-
"step": 130
|
| 102 |
-
},
|
| 103 |
-
{
|
| 104 |
-
"epoch": 1.0,
|
| 105 |
-
"eval_accuracy": 0.8944337811900192,
|
| 106 |
-
"eval_f1": 0.8911749215123173,
|
| 107 |
-
"eval_loss": 0.9475375413894653,
|
| 108 |
-
"eval_precision": 0.912477309076372,
|
| 109 |
-
"eval_recall": 0.8944337811900192,
|
| 110 |
-
"eval_runtime": 3.1553,
|
| 111 |
-
"eval_samples_per_second": 165.121,
|
| 112 |
-
"eval_steps_per_second": 10.459,
|
| 113 |
-
"step": 131
|
| 114 |
-
},
|
| 115 |
-
{
|
| 116 |
-
"epoch": 1.0687022900763359,
|
| 117 |
-
"grad_norm": 9.206323623657227,
|
| 118 |
-
"learning_rate": 1.9355371900826446e-05,
|
| 119 |
-
"loss": 1.0125,
|
| 120 |
-
"step": 140
|
| 121 |
-
},
|
| 122 |
-
{
|
| 123 |
-
"epoch": 1.1450381679389312,
|
| 124 |
-
"grad_norm": 8.127516746520996,
|
| 125 |
-
"learning_rate": 1.91900826446281e-05,
|
| 126 |
-
"loss": 0.8771,
|
| 127 |
-
"step": 150
|
| 128 |
-
},
|
| 129 |
-
{
|
| 130 |
-
"epoch": 1.2213740458015268,
|
| 131 |
-
"grad_norm": 13.526582717895508,
|
| 132 |
-
"learning_rate": 1.9024793388429755e-05,
|
| 133 |
-
"loss": 0.7546,
|
| 134 |
-
"step": 160
|
| 135 |
-
},
|
| 136 |
-
{
|
| 137 |
-
"epoch": 1.297709923664122,
|
| 138 |
-
"grad_norm": 9.502181053161621,
|
| 139 |
-
"learning_rate": 1.8859504132231407e-05,
|
| 140 |
-
"loss": 0.7518,
|
| 141 |
-
"step": 170
|
| 142 |
-
},
|
| 143 |
-
{
|
| 144 |
-
"epoch": 1.3740458015267176,
|
| 145 |
-
"grad_norm": 4.78341007232666,
|
| 146 |
-
"learning_rate": 1.8694214876033058e-05,
|
| 147 |
-
"loss": 0.64,
|
| 148 |
-
"step": 180
|
| 149 |
-
},
|
| 150 |
-
{
|
| 151 |
-
"epoch": 1.450381679389313,
|
| 152 |
-
"grad_norm": 9.189094543457031,
|
| 153 |
-
"learning_rate": 1.8528925619834712e-05,
|
| 154 |
-
"loss": 0.497,
|
| 155 |
-
"step": 190
|
| 156 |
-
},
|
| 157 |
-
{
|
| 158 |
-
"epoch": 1.5267175572519083,
|
| 159 |
-
"grad_norm": 14.268597602844238,
|
| 160 |
-
"learning_rate": 1.8363636363636367e-05,
|
| 161 |
-
"loss": 0.4995,
|
| 162 |
-
"step": 200
|
| 163 |
-
},
|
| 164 |
-
{
|
| 165 |
-
"epoch": 1.6030534351145038,
|
| 166 |
-
"grad_norm": 9.649062156677246,
|
| 167 |
-
"learning_rate": 1.819834710743802e-05,
|
| 168 |
-
"loss": 0.4439,
|
| 169 |
-
"step": 210
|
| 170 |
-
},
|
| 171 |
-
{
|
| 172 |
-
"epoch": 1.6793893129770994,
|
| 173 |
-
"grad_norm": 20.48824119567871,
|
| 174 |
-
"learning_rate": 1.803305785123967e-05,
|
| 175 |
-
"loss": 0.498,
|
| 176 |
-
"step": 220
|
| 177 |
-
},
|
| 178 |
-
{
|
| 179 |
-
"epoch": 1.7557251908396947,
|
| 180 |
-
"grad_norm": 12.906113624572754,
|
| 181 |
-
"learning_rate": 1.7867768595041324e-05,
|
| 182 |
-
"loss": 0.4111,
|
| 183 |
-
"step": 230
|
| 184 |
-
},
|
| 185 |
-
{
|
| 186 |
-
"epoch": 1.83206106870229,
|
| 187 |
-
"grad_norm": 18.856950759887695,
|
| 188 |
-
"learning_rate": 1.770247933884298e-05,
|
| 189 |
-
"loss": 0.3567,
|
| 190 |
-
"step": 240
|
| 191 |
-
},
|
| 192 |
-
{
|
| 193 |
-
"epoch": 1.9083969465648853,
|
| 194 |
-
"grad_norm": 5.464386463165283,
|
| 195 |
-
"learning_rate": 1.753719008264463e-05,
|
| 196 |
-
"loss": 0.3243,
|
| 197 |
-
"step": 250
|
| 198 |
-
},
|
| 199 |
-
{
|
| 200 |
-
"epoch": 1.984732824427481,
|
| 201 |
-
"grad_norm": 5.167541027069092,
|
| 202 |
-
"learning_rate": 1.737190082644628e-05,
|
| 203 |
-
"loss": 0.2887,
|
| 204 |
-
"step": 260
|
| 205 |
-
},
|
| 206 |
-
{
|
| 207 |
-
"epoch": 2.0,
|
| 208 |
-
"eval_accuracy": 0.9750479846449136,
|
| 209 |
-
"eval_f1": 0.9749686805377397,
|
| 210 |
-
"eval_loss": 0.2119528353214264,
|
| 211 |
-
"eval_precision": 0.976201785633538,
|
| 212 |
-
"eval_recall": 0.9750479846449136,
|
| 213 |
-
"eval_runtime": 3.0517,
|
| 214 |
-
"eval_samples_per_second": 170.723,
|
| 215 |
-
"eval_steps_per_second": 10.814,
|
| 216 |
-
"step": 262
|
| 217 |
-
},
|
| 218 |
-
{
|
| 219 |
-
"epoch": 2.0610687022900764,
|
| 220 |
-
"grad_norm": 2.6736671924591064,
|
| 221 |
-
"learning_rate": 1.7206611570247936e-05,
|
| 222 |
-
"loss": 0.1954,
|
| 223 |
-
"step": 270
|
| 224 |
-
},
|
| 225 |
-
{
|
| 226 |
-
"epoch": 2.1374045801526718,
|
| 227 |
-
"grad_norm": 5.401017665863037,
|
| 228 |
-
"learning_rate": 1.7041322314049587e-05,
|
| 229 |
-
"loss": 0.2031,
|
| 230 |
-
"step": 280
|
| 231 |
-
},
|
| 232 |
-
{
|
| 233 |
-
"epoch": 2.213740458015267,
|
| 234 |
-
"grad_norm": 13.930877685546875,
|
| 235 |
-
"learning_rate": 1.687603305785124e-05,
|
| 236 |
-
"loss": 0.1799,
|
| 237 |
-
"step": 290
|
| 238 |
-
},
|
| 239 |
-
{
|
| 240 |
-
"epoch": 2.2900763358778624,
|
| 241 |
-
"grad_norm": 6.306116104125977,
|
| 242 |
-
"learning_rate": 1.6710743801652893e-05,
|
| 243 |
-
"loss": 0.1459,
|
| 244 |
-
"step": 300
|
| 245 |
-
},
|
| 246 |
-
{
|
| 247 |
-
"epoch": 2.366412213740458,
|
| 248 |
-
"grad_norm": 2.7880892753601074,
|
| 249 |
-
"learning_rate": 1.6545454545454548e-05,
|
| 250 |
-
"loss": 0.1426,
|
| 251 |
-
"step": 310
|
| 252 |
-
},
|
| 253 |
-
{
|
| 254 |
-
"epoch": 2.4427480916030535,
|
| 255 |
-
"grad_norm": 15.64450740814209,
|
| 256 |
-
"learning_rate": 1.63801652892562e-05,
|
| 257 |
-
"loss": 0.1184,
|
| 258 |
-
"step": 320
|
| 259 |
-
},
|
| 260 |
-
{
|
| 261 |
-
"epoch": 2.519083969465649,
|
| 262 |
-
"grad_norm": 1.4264142513275146,
|
| 263 |
-
"learning_rate": 1.6214876033057853e-05,
|
| 264 |
-
"loss": 0.1372,
|
| 265 |
-
"step": 330
|
| 266 |
-
},
|
| 267 |
-
{
|
| 268 |
-
"epoch": 2.595419847328244,
|
| 269 |
-
"grad_norm": 14.163614273071289,
|
| 270 |
-
"learning_rate": 1.6049586776859505e-05,
|
| 271 |
-
"loss": 0.145,
|
| 272 |
-
"step": 340
|
| 273 |
-
},
|
| 274 |
-
{
|
| 275 |
-
"epoch": 2.67175572519084,
|
| 276 |
-
"grad_norm": 5.825468063354492,
|
| 277 |
-
"learning_rate": 1.588429752066116e-05,
|
| 278 |
-
"loss": 0.1137,
|
| 279 |
-
"step": 350
|
| 280 |
-
},
|
| 281 |
-
{
|
| 282 |
-
"epoch": 2.7480916030534353,
|
| 283 |
-
"grad_norm": 0.70721435546875,
|
| 284 |
-
"learning_rate": 1.571900826446281e-05,
|
| 285 |
-
"loss": 0.0688,
|
| 286 |
-
"step": 360
|
| 287 |
-
},
|
| 288 |
-
{
|
| 289 |
-
"epoch": 2.8244274809160306,
|
| 290 |
-
"grad_norm": 5.984133720397949,
|
| 291 |
-
"learning_rate": 1.5553719008264465e-05,
|
| 292 |
-
"loss": 0.1614,
|
| 293 |
-
"step": 370
|
| 294 |
-
},
|
| 295 |
-
{
|
| 296 |
-
"epoch": 2.900763358778626,
|
| 297 |
-
"grad_norm": 2.9067797660827637,
|
| 298 |
-
"learning_rate": 1.5388429752066116e-05,
|
| 299 |
-
"loss": 0.1258,
|
| 300 |
-
"step": 380
|
| 301 |
-
},
|
| 302 |
-
{
|
| 303 |
-
"epoch": 2.9770992366412212,
|
| 304 |
-
"grad_norm": 0.7466038465499878,
|
| 305 |
-
"learning_rate": 1.522314049586777e-05,
|
| 306 |
-
"loss": 0.1494,
|
| 307 |
-
"step": 390
|
| 308 |
-
},
|
| 309 |
-
{
|
| 310 |
-
"epoch": 3.0,
|
| 311 |
-
"eval_accuracy": 0.9692898272552783,
|
| 312 |
-
"eval_f1": 0.9692039233298336,
|
| 313 |
-
"eval_loss": 0.14140835404396057,
|
| 314 |
-
"eval_precision": 0.9706301207884909,
|
| 315 |
-
"eval_recall": 0.9692898272552783,
|
| 316 |
-
"eval_runtime": 2.9931,
|
| 317 |
-
"eval_samples_per_second": 174.066,
|
| 318 |
-
"eval_steps_per_second": 11.025,
|
| 319 |
-
"step": 393
|
| 320 |
-
},
|
| 321 |
-
{
|
| 322 |
-
"epoch": 3.053435114503817,
|
| 323 |
-
"grad_norm": 5.72157621383667,
|
| 324 |
-
"learning_rate": 1.5057851239669424e-05,
|
| 325 |
-
"loss": 0.1056,
|
| 326 |
-
"step": 400
|
| 327 |
-
},
|
| 328 |
-
{
|
| 329 |
-
"epoch": 3.1297709923664123,
|
| 330 |
-
"grad_norm": 2.024094343185425,
|
| 331 |
-
"learning_rate": 1.4892561983471077e-05,
|
| 332 |
-
"loss": 0.1402,
|
| 333 |
-
"step": 410
|
| 334 |
-
},
|
| 335 |
-
{
|
| 336 |
-
"epoch": 3.2061068702290076,
|
| 337 |
-
"grad_norm": 1.147175669670105,
|
| 338 |
-
"learning_rate": 1.4727272727272728e-05,
|
| 339 |
-
"loss": 0.0474,
|
| 340 |
-
"step": 420
|
| 341 |
-
},
|
| 342 |
-
{
|
| 343 |
-
"epoch": 3.282442748091603,
|
| 344 |
-
"grad_norm": 4.005652904510498,
|
| 345 |
-
"learning_rate": 1.4561983471074381e-05,
|
| 346 |
-
"loss": 0.076,
|
| 347 |
-
"step": 430
|
| 348 |
-
},
|
| 349 |
-
{
|
| 350 |
-
"epoch": 3.3587786259541983,
|
| 351 |
-
"grad_norm": 0.9247184991836548,
|
| 352 |
-
"learning_rate": 1.4396694214876035e-05,
|
| 353 |
-
"loss": 0.0709,
|
| 354 |
-
"step": 440
|
| 355 |
-
},
|
| 356 |
-
{
|
| 357 |
-
"epoch": 3.435114503816794,
|
| 358 |
-
"grad_norm": 4.577192306518555,
|
| 359 |
-
"learning_rate": 1.4231404958677688e-05,
|
| 360 |
-
"loss": 0.0678,
|
| 361 |
-
"step": 450
|
| 362 |
-
},
|
| 363 |
-
{
|
| 364 |
-
"epoch": 3.5114503816793894,
|
| 365 |
-
"grad_norm": 0.21287904679775238,
|
| 366 |
-
"learning_rate": 1.406611570247934e-05,
|
| 367 |
-
"loss": 0.0404,
|
| 368 |
-
"step": 460
|
| 369 |
-
},
|
| 370 |
-
{
|
| 371 |
-
"epoch": 3.5877862595419847,
|
| 372 |
-
"grad_norm": 0.67902010679245,
|
| 373 |
-
"learning_rate": 1.3900826446280993e-05,
|
| 374 |
-
"loss": 0.0508,
|
| 375 |
-
"step": 470
|
| 376 |
-
},
|
| 377 |
-
{
|
| 378 |
-
"epoch": 3.66412213740458,
|
| 379 |
-
"grad_norm": 0.8000791072845459,
|
| 380 |
-
"learning_rate": 1.3735537190082645e-05,
|
| 381 |
-
"loss": 0.0473,
|
| 382 |
-
"step": 480
|
| 383 |
-
},
|
| 384 |
-
{
|
| 385 |
-
"epoch": 3.7404580152671754,
|
| 386 |
-
"grad_norm": 1.3421847820281982,
|
| 387 |
-
"learning_rate": 1.35702479338843e-05,
|
| 388 |
-
"loss": 0.0223,
|
| 389 |
-
"step": 490
|
| 390 |
-
},
|
| 391 |
-
{
|
| 392 |
-
"epoch": 3.816793893129771,
|
| 393 |
-
"grad_norm": 0.182773157954216,
|
| 394 |
-
"learning_rate": 1.3404958677685951e-05,
|
| 395 |
-
"loss": 0.0196,
|
| 396 |
-
"step": 500
|
| 397 |
-
},
|
| 398 |
-
{
|
| 399 |
-
"epoch": 3.8931297709923665,
|
| 400 |
-
"grad_norm": 1.4306972026824951,
|
| 401 |
-
"learning_rate": 1.3239669421487604e-05,
|
| 402 |
-
"loss": 0.0205,
|
| 403 |
-
"step": 510
|
| 404 |
-
},
|
| 405 |
-
{
|
| 406 |
-
"epoch": 3.969465648854962,
|
| 407 |
-
"grad_norm": 1.896088719367981,
|
| 408 |
-
"learning_rate": 1.3074380165289257e-05,
|
| 409 |
-
"loss": 0.0212,
|
| 410 |
-
"step": 520
|
| 411 |
-
},
|
| 412 |
-
{
|
| 413 |
-
"epoch": 4.0,
|
| 414 |
-
"eval_accuracy": 0.9769673704414588,
|
| 415 |
-
"eval_f1": 0.9769688162747627,
|
| 416 |
-
"eval_loss": 0.12679165601730347,
|
| 417 |
-
"eval_precision": 0.9782792844480811,
|
| 418 |
-
"eval_recall": 0.9769673704414588,
|
| 419 |
-
"eval_runtime": 3.1232,
|
| 420 |
-
"eval_samples_per_second": 166.818,
|
| 421 |
-
"eval_steps_per_second": 10.566,
|
| 422 |
-
"step": 524
|
| 423 |
-
},
|
| 424 |
-
{
|
| 425 |
-
"epoch": 4.0458015267175576,
|
| 426 |
-
"grad_norm": 0.14600762724876404,
|
| 427 |
-
"learning_rate": 1.2909090909090912e-05,
|
| 428 |
-
"loss": 0.0222,
|
| 429 |
-
"step": 530
|
| 430 |
-
},
|
| 431 |
-
{
|
| 432 |
-
"epoch": 4.122137404580153,
|
| 433 |
-
"grad_norm": 8.074915885925293,
|
| 434 |
-
"learning_rate": 1.2743801652892563e-05,
|
| 435 |
-
"loss": 0.0542,
|
| 436 |
-
"step": 540
|
| 437 |
-
},
|
| 438 |
-
{
|
| 439 |
-
"epoch": 4.198473282442748,
|
| 440 |
-
"grad_norm": 0.09765351563692093,
|
| 441 |
-
"learning_rate": 1.2578512396694216e-05,
|
| 442 |
-
"loss": 0.0394,
|
| 443 |
-
"step": 550
|
| 444 |
-
},
|
| 445 |
-
{
|
| 446 |
-
"epoch": 4.2748091603053435,
|
| 447 |
-
"grad_norm": 0.33209875226020813,
|
| 448 |
-
"learning_rate": 1.2413223140495869e-05,
|
| 449 |
-
"loss": 0.0241,
|
| 450 |
-
"step": 560
|
| 451 |
-
},
|
| 452 |
-
{
|
| 453 |
-
"epoch": 4.351145038167939,
|
| 454 |
-
"grad_norm": 0.5309058427810669,
|
| 455 |
-
"learning_rate": 1.2247933884297522e-05,
|
| 456 |
-
"loss": 0.0161,
|
| 457 |
-
"step": 570
|
| 458 |
-
},
|
| 459 |
-
{
|
| 460 |
-
"epoch": 4.427480916030534,
|
| 461 |
-
"grad_norm": 0.1629948765039444,
|
| 462 |
-
"learning_rate": 1.2082644628099173e-05,
|
| 463 |
-
"loss": 0.0129,
|
| 464 |
-
"step": 580
|
| 465 |
-
},
|
| 466 |
-
{
|
| 467 |
-
"epoch": 4.5038167938931295,
|
| 468 |
-
"grad_norm": 0.15240447223186493,
|
| 469 |
-
"learning_rate": 1.1917355371900828e-05,
|
| 470 |
-
"loss": 0.0128,
|
| 471 |
-
"step": 590
|
| 472 |
-
},
|
| 473 |
-
{
|
| 474 |
-
"epoch": 4.580152671755725,
|
| 475 |
-
"grad_norm": 0.10693137347698212,
|
| 476 |
-
"learning_rate": 1.175206611570248e-05,
|
| 477 |
-
"loss": 0.0724,
|
| 478 |
-
"step": 600
|
| 479 |
-
},
|
| 480 |
-
{
|
| 481 |
-
"epoch": 4.65648854961832,
|
| 482 |
-
"grad_norm": 0.8860049843788147,
|
| 483 |
-
"learning_rate": 1.1586776859504133e-05,
|
| 484 |
-
"loss": 0.013,
|
| 485 |
-
"step": 610
|
| 486 |
-
},
|
| 487 |
-
{
|
| 488 |
-
"epoch": 4.732824427480916,
|
| 489 |
-
"grad_norm": 1.1124643087387085,
|
| 490 |
-
"learning_rate": 1.1421487603305785e-05,
|
| 491 |
-
"loss": 0.0228,
|
| 492 |
-
"step": 620
|
| 493 |
-
},
|
| 494 |
-
{
|
| 495 |
-
"epoch": 4.809160305343512,
|
| 496 |
-
"grad_norm": 16.63216209411621,
|
| 497 |
-
"learning_rate": 1.125619834710744e-05,
|
| 498 |
-
"loss": 0.1361,
|
| 499 |
-
"step": 630
|
| 500 |
-
},
|
| 501 |
-
{
|
| 502 |
-
"epoch": 4.885496183206107,
|
| 503 |
-
"grad_norm": 0.22511304914951324,
|
| 504 |
-
"learning_rate": 1.1090909090909092e-05,
|
| 505 |
-
"loss": 0.0127,
|
| 506 |
-
"step": 640
|
| 507 |
-
},
|
| 508 |
-
{
|
| 509 |
-
"epoch": 4.961832061068702,
|
| 510 |
-
"grad_norm": 0.2706206142902374,
|
| 511 |
-
"learning_rate": 1.0925619834710745e-05,
|
| 512 |
-
"loss": 0.0127,
|
| 513 |
-
"step": 650
|
| 514 |
-
},
|
| 515 |
-
{
|
| 516 |
-
"epoch": 5.0,
|
| 517 |
-
"eval_accuracy": 0.9731285988483686,
|
| 518 |
-
"eval_f1": 0.973064976375106,
|
| 519 |
-
"eval_loss": 0.14903880655765533,
|
| 520 |
-
"eval_precision": 0.9743006090972162,
|
| 521 |
-
"eval_recall": 0.9731285988483686,
|
| 522 |
-
"eval_runtime": 3.1635,
|
| 523 |
-
"eval_samples_per_second": 164.69,
|
| 524 |
-
"eval_steps_per_second": 10.431,
|
| 525 |
-
"step": 655
|
| 526 |
-
},
|
| 527 |
-
{
|
| 528 |
-
"epoch": 5.038167938931298,
|
| 529 |
-
"grad_norm": 26.473268508911133,
|
| 530 |
-
"learning_rate": 1.0760330578512396e-05,
|
| 531 |
-
"loss": 0.0238,
|
| 532 |
-
"step": 660
|
| 533 |
-
},
|
| 534 |
-
{
|
| 535 |
-
"epoch": 5.114503816793893,
|
| 536 |
-
"grad_norm": 0.08209118992090225,
|
| 537 |
-
"learning_rate": 1.0595041322314051e-05,
|
| 538 |
-
"loss": 0.0107,
|
| 539 |
-
"step": 670
|
| 540 |
-
},
|
| 541 |
-
{
|
| 542 |
-
"epoch": 5.190839694656488,
|
| 543 |
-
"grad_norm": 1.1051641702651978,
|
| 544 |
-
"learning_rate": 1.0429752066115704e-05,
|
| 545 |
-
"loss": 0.0682,
|
| 546 |
-
"step": 680
|
| 547 |
-
},
|
| 548 |
-
{
|
| 549 |
-
"epoch": 5.267175572519084,
|
| 550 |
-
"grad_norm": 11.310916900634766,
|
| 551 |
-
"learning_rate": 1.0264462809917357e-05,
|
| 552 |
-
"loss": 0.0131,
|
| 553 |
-
"step": 690
|
| 554 |
-
},
|
| 555 |
-
{
|
| 556 |
-
"epoch": 5.34351145038168,
|
| 557 |
-
"grad_norm": 0.09134263545274734,
|
| 558 |
-
"learning_rate": 1.0099173553719008e-05,
|
| 559 |
-
"loss": 0.0428,
|
| 560 |
-
"step": 700
|
| 561 |
-
},
|
| 562 |
-
{
|
| 563 |
-
"epoch": 5.419847328244275,
|
| 564 |
-
"grad_norm": 0.08655811846256256,
|
| 565 |
-
"learning_rate": 9.933884297520661e-06,
|
| 566 |
-
"loss": 0.0246,
|
| 567 |
-
"step": 710
|
| 568 |
-
},
|
| 569 |
-
{
|
| 570 |
-
"epoch": 5.4961832061068705,
|
| 571 |
-
"grad_norm": 0.16410402953624725,
|
| 572 |
-
"learning_rate": 9.768595041322316e-06,
|
| 573 |
-
"loss": 0.0094,
|
| 574 |
-
"step": 720
|
| 575 |
-
},
|
| 576 |
-
{
|
| 577 |
-
"epoch": 5.572519083969466,
|
| 578 |
-
"grad_norm": 1.349546194076538,
|
| 579 |
-
"learning_rate": 9.603305785123967e-06,
|
| 580 |
-
"loss": 0.045,
|
| 581 |
-
"step": 730
|
| 582 |
-
},
|
| 583 |
-
{
|
| 584 |
-
"epoch": 5.648854961832061,
|
| 585 |
-
"grad_norm": 0.12257255613803864,
|
| 586 |
-
"learning_rate": 9.438016528925621e-06,
|
| 587 |
-
"loss": 0.0516,
|
| 588 |
-
"step": 740
|
| 589 |
-
},
|
| 590 |
-
{
|
| 591 |
-
"epoch": 5.7251908396946565,
|
| 592 |
-
"grad_norm": 0.06910885125398636,
|
| 593 |
-
"learning_rate": 9.272727272727273e-06,
|
| 594 |
-
"loss": 0.009,
|
| 595 |
-
"step": 750
|
| 596 |
-
},
|
| 597 |
-
{
|
| 598 |
-
"epoch": 5.801526717557252,
|
| 599 |
-
"grad_norm": 0.056132227182388306,
|
| 600 |
-
"learning_rate": 9.107438016528927e-06,
|
| 601 |
-
"loss": 0.0107,
|
| 602 |
-
"step": 760
|
| 603 |
-
},
|
| 604 |
-
{
|
| 605 |
-
"epoch": 5.877862595419847,
|
| 606 |
-
"grad_norm": 0.07667958736419678,
|
| 607 |
-
"learning_rate": 8.942148760330578e-06,
|
| 608 |
-
"loss": 0.0086,
|
| 609 |
-
"step": 770
|
| 610 |
-
},
|
| 611 |
-
{
|
| 612 |
-
"epoch": 5.9541984732824424,
|
| 613 |
-
"grad_norm": 0.10609736293554306,
|
| 614 |
-
"learning_rate": 8.776859504132233e-06,
|
| 615 |
-
"loss": 0.0085,
|
| 616 |
-
"step": 780
|
| 617 |
-
},
|
| 618 |
-
{
|
| 619 |
-
"epoch": 6.0,
|
| 620 |
-
"eval_accuracy": 0.9788867562380038,
|
| 621 |
-
"eval_f1": 0.9789720270641704,
|
| 622 |
-
"eval_loss": 0.12155096977949142,
|
| 623 |
-
"eval_precision": 0.9801130700504813,
|
| 624 |
-
"eval_recall": 0.9788867562380038,
|
| 625 |
-
"eval_runtime": 3.2955,
|
| 626 |
-
"eval_samples_per_second": 158.096,
|
| 627 |
-
"eval_steps_per_second": 10.014,
|
| 628 |
-
"step": 786
|
| 629 |
-
},
|
| 630 |
-
{
|
| 631 |
-
"epoch": 6.030534351145038,
|
| 632 |
-
"grad_norm": 0.06408526748418808,
|
| 633 |
-
"learning_rate": 8.611570247933884e-06,
|
| 634 |
-
"loss": 0.0081,
|
| 635 |
-
"step": 790
|
| 636 |
-
},
|
| 637 |
-
{
|
| 638 |
-
"epoch": 6.106870229007634,
|
| 639 |
-
"grad_norm": 0.07884930074214935,
|
| 640 |
-
"learning_rate": 8.446280991735539e-06,
|
| 641 |
-
"loss": 0.031,
|
| 642 |
-
"step": 800
|
| 643 |
-
},
|
| 644 |
-
{
|
| 645 |
-
"epoch": 6.183206106870229,
|
| 646 |
-
"grad_norm": 0.07998275011777878,
|
| 647 |
-
"learning_rate": 8.28099173553719e-06,
|
| 648 |
-
"loss": 0.0453,
|
| 649 |
-
"step": 810
|
| 650 |
-
},
|
| 651 |
-
{
|
| 652 |
-
"epoch": 6.259541984732825,
|
| 653 |
-
"grad_norm": 0.22578206658363342,
|
| 654 |
-
"learning_rate": 8.115702479338843e-06,
|
| 655 |
-
"loss": 0.0078,
|
| 656 |
-
"step": 820
|
| 657 |
-
},
|
| 658 |
-
{
|
| 659 |
-
"epoch": 6.33587786259542,
|
| 660 |
-
"grad_norm": 0.07642875611782074,
|
| 661 |
-
"learning_rate": 7.950413223140496e-06,
|
| 662 |
-
"loss": 0.0086,
|
| 663 |
-
"step": 830
|
| 664 |
-
},
|
| 665 |
-
{
|
| 666 |
-
"epoch": 6.412213740458015,
|
| 667 |
-
"grad_norm": 0.10305721312761307,
|
| 668 |
-
"learning_rate": 7.785123966942149e-06,
|
| 669 |
-
"loss": 0.0444,
|
| 670 |
-
"step": 840
|
| 671 |
-
},
|
| 672 |
-
{
|
| 673 |
-
"epoch": 6.488549618320611,
|
| 674 |
-
"grad_norm": 0.0701122134923935,
|
| 675 |
-
"learning_rate": 7.619834710743802e-06,
|
| 676 |
-
"loss": 0.0077,
|
| 677 |
-
"step": 850
|
| 678 |
-
},
|
| 679 |
-
{
|
| 680 |
-
"epoch": 6.564885496183206,
|
| 681 |
-
"grad_norm": 0.07119292765855789,
|
| 682 |
-
"learning_rate": 7.454545454545456e-06,
|
| 683 |
-
"loss": 0.0076,
|
| 684 |
-
"step": 860
|
| 685 |
-
},
|
| 686 |
-
{
|
| 687 |
-
"epoch": 6.641221374045801,
|
| 688 |
-
"grad_norm": 0.2685672342777252,
|
| 689 |
-
"learning_rate": 7.289256198347108e-06,
|
| 690 |
-
"loss": 0.0077,
|
| 691 |
-
"step": 870
|
| 692 |
-
},
|
| 693 |
-
{
|
| 694 |
-
"epoch": 6.717557251908397,
|
| 695 |
-
"grad_norm": 0.0628926083445549,
|
| 696 |
-
"learning_rate": 7.1239669421487615e-06,
|
| 697 |
-
"loss": 0.0072,
|
| 698 |
-
"step": 880
|
| 699 |
-
},
|
| 700 |
-
{
|
| 701 |
-
"epoch": 6.793893129770993,
|
| 702 |
-
"grad_norm": 0.06299301236867905,
|
| 703 |
-
"learning_rate": 6.9586776859504135e-06,
|
| 704 |
-
"loss": 0.0109,
|
| 705 |
-
"step": 890
|
| 706 |
-
},
|
| 707 |
-
{
|
| 708 |
-
"epoch": 6.870229007633588,
|
| 709 |
-
"grad_norm": 0.06120818480849266,
|
| 710 |
-
"learning_rate": 6.793388429752067e-06,
|
| 711 |
-
"loss": 0.0069,
|
| 712 |
-
"step": 900
|
| 713 |
-
},
|
| 714 |
-
{
|
| 715 |
-
"epoch": 6.9465648854961835,
|
| 716 |
-
"grad_norm": 0.08700945228338242,
|
| 717 |
-
"learning_rate": 6.628099173553719e-06,
|
| 718 |
-
"loss": 0.0073,
|
| 719 |
-
"step": 910
|
| 720 |
-
},
|
| 721 |
-
{
|
| 722 |
-
"epoch": 7.0,
|
| 723 |
-
"eval_accuracy": 0.980806142034549,
|
| 724 |
-
"eval_f1": 0.980791368968265,
|
| 725 |
-
"eval_loss": 0.11875477433204651,
|
| 726 |
-
"eval_precision": 0.981936841149893,
|
| 727 |
-
"eval_recall": 0.980806142034549,
|
| 728 |
-
"eval_runtime": 3.1069,
|
| 729 |
-
"eval_samples_per_second": 167.692,
|
| 730 |
-
"eval_steps_per_second": 10.622,
|
| 731 |
-
"step": 917
|
| 732 |
-
},
|
| 733 |
-
{
|
| 734 |
-
"epoch": 7.022900763358779,
|
| 735 |
-
"grad_norm": 0.061511170119047165,
|
| 736 |
-
"learning_rate": 6.462809917355372e-06,
|
| 737 |
-
"loss": 0.0066,
|
| 738 |
-
"step": 920
|
| 739 |
-
},
|
| 740 |
-
{
|
| 741 |
-
"epoch": 7.099236641221374,
|
| 742 |
-
"grad_norm": 0.06128810718655586,
|
| 743 |
-
"learning_rate": 6.297520661157025e-06,
|
| 744 |
-
"loss": 0.0064,
|
| 745 |
-
"step": 930
|
| 746 |
-
},
|
| 747 |
-
{
|
| 748 |
-
"epoch": 7.175572519083969,
|
| 749 |
-
"grad_norm": 0.05454257130622864,
|
| 750 |
-
"learning_rate": 6.132231404958678e-06,
|
| 751 |
-
"loss": 0.0066,
|
| 752 |
-
"step": 940
|
| 753 |
-
},
|
| 754 |
-
{
|
| 755 |
-
"epoch": 7.251908396946565,
|
| 756 |
-
"grad_norm": 0.09356739372015,
|
| 757 |
-
"learning_rate": 5.966942148760331e-06,
|
| 758 |
-
"loss": 0.0065,
|
| 759 |
-
"step": 950
|
| 760 |
-
},
|
| 761 |
-
{
|
| 762 |
-
"epoch": 7.32824427480916,
|
| 763 |
-
"grad_norm": 0.04699549078941345,
|
| 764 |
-
"learning_rate": 5.801652892561984e-06,
|
| 765 |
-
"loss": 0.006,
|
| 766 |
-
"step": 960
|
| 767 |
-
},
|
| 768 |
-
{
|
| 769 |
-
"epoch": 7.404580152671755,
|
| 770 |
-
"grad_norm": 0.04597270488739014,
|
| 771 |
-
"learning_rate": 5.636363636363636e-06,
|
| 772 |
-
"loss": 0.0063,
|
| 773 |
-
"step": 970
|
| 774 |
-
},
|
| 775 |
-
{
|
| 776 |
-
"epoch": 7.480916030534351,
|
| 777 |
-
"grad_norm": 0.05777190253138542,
|
| 778 |
-
"learning_rate": 5.47107438016529e-06,
|
| 779 |
-
"loss": 0.0057,
|
| 780 |
-
"step": 980
|
| 781 |
-
},
|
| 782 |
-
{
|
| 783 |
-
"epoch": 7.557251908396947,
|
| 784 |
-
"grad_norm": 0.0520237572491169,
|
| 785 |
-
"learning_rate": 5.305785123966942e-06,
|
| 786 |
-
"loss": 0.006,
|
| 787 |
-
"step": 990
|
| 788 |
-
},
|
| 789 |
-
{
|
| 790 |
-
"epoch": 7.633587786259542,
|
| 791 |
-
"grad_norm": 0.0427822545170784,
|
| 792 |
-
"learning_rate": 5.140495867768596e-06,
|
| 793 |
-
"loss": 0.0059,
|
| 794 |
-
"step": 1000
|
| 795 |
-
},
|
| 796 |
-
{
|
| 797 |
-
"epoch": 7.709923664122138,
|
| 798 |
-
"grad_norm": 0.05699237063527107,
|
| 799 |
-
"learning_rate": 4.975206611570249e-06,
|
| 800 |
-
"loss": 0.0055,
|
| 801 |
-
"step": 1010
|
| 802 |
-
},
|
| 803 |
-
{
|
| 804 |
-
"epoch": 7.786259541984733,
|
| 805 |
-
"grad_norm": 0.05885695666074753,
|
| 806 |
-
"learning_rate": 4.8099173553719015e-06,
|
| 807 |
-
"loss": 0.0258,
|
| 808 |
-
"step": 1020
|
| 809 |
-
},
|
| 810 |
-
{
|
| 811 |
-
"epoch": 7.862595419847328,
|
| 812 |
-
"grad_norm": 0.05190462991595268,
|
| 813 |
-
"learning_rate": 4.6446280991735544e-06,
|
| 814 |
-
"loss": 0.0496,
|
| 815 |
-
"step": 1030
|
| 816 |
-
},
|
| 817 |
-
{
|
| 818 |
-
"epoch": 7.938931297709924,
|
| 819 |
-
"grad_norm": 0.03909669816493988,
|
| 820 |
-
"learning_rate": 4.479338842975207e-06,
|
| 821 |
-
"loss": 0.0398,
|
| 822 |
-
"step": 1040
|
| 823 |
-
},
|
| 824 |
-
{
|
| 825 |
-
"epoch": 8.0,
|
| 826 |
-
"eval_accuracy": 0.980806142034549,
|
| 827 |
-
"eval_f1": 0.980791368968265,
|
| 828 |
-
"eval_loss": 0.12089628726243973,
|
| 829 |
-
"eval_precision": 0.981936841149893,
|
| 830 |
-
"eval_recall": 0.980806142034549,
|
| 831 |
-
"eval_runtime": 3.1129,
|
| 832 |
-
"eval_samples_per_second": 167.366,
|
| 833 |
-
"eval_steps_per_second": 10.601,
|
| 834 |
-
"step": 1048
|
| 835 |
-
},
|
| 836 |
-
{
|
| 837 |
-
"epoch": 8.01526717557252,
|
| 838 |
-
"grad_norm": 0.05181822180747986,
|
| 839 |
-
"learning_rate": 4.31404958677686e-06,
|
| 840 |
-
"loss": 0.0062,
|
| 841 |
-
"step": 1050
|
| 842 |
-
},
|
| 843 |
-
{
|
| 844 |
-
"epoch": 8.091603053435115,
|
| 845 |
-
"grad_norm": 0.03777517005801201,
|
| 846 |
-
"learning_rate": 4.148760330578513e-06,
|
| 847 |
-
"loss": 0.0058,
|
| 848 |
-
"step": 1060
|
| 849 |
-
},
|
| 850 |
-
{
|
| 851 |
-
"epoch": 8.16793893129771,
|
| 852 |
-
"grad_norm": 0.04515732452273369,
|
| 853 |
-
"learning_rate": 3.983471074380166e-06,
|
| 854 |
-
"loss": 0.0056,
|
| 855 |
-
"step": 1070
|
| 856 |
-
},
|
| 857 |
-
{
|
| 858 |
-
"epoch": 8.244274809160306,
|
| 859 |
-
"grad_norm": 0.044928282499313354,
|
| 860 |
-
"learning_rate": 3.818181818181819e-06,
|
| 861 |
-
"loss": 0.0055,
|
| 862 |
-
"step": 1080
|
| 863 |
-
},
|
| 864 |
-
{
|
| 865 |
-
"epoch": 8.320610687022901,
|
| 866 |
-
"grad_norm": 0.05599347501993179,
|
| 867 |
-
"learning_rate": 3.6528925619834715e-06,
|
| 868 |
-
"loss": 0.0057,
|
| 869 |
-
"step": 1090
|
| 870 |
-
},
|
| 871 |
-
{
|
| 872 |
-
"epoch": 8.396946564885496,
|
| 873 |
-
"grad_norm": 1.0466651916503906,
|
| 874 |
-
"learning_rate": 3.4876033057851245e-06,
|
| 875 |
-
"loss": 0.0384,
|
| 876 |
-
"step": 1100
|
| 877 |
-
},
|
| 878 |
-
{
|
| 879 |
-
"epoch": 8.473282442748092,
|
| 880 |
-
"grad_norm": 0.05839056894183159,
|
| 881 |
-
"learning_rate": 3.3223140495867774e-06,
|
| 882 |
-
"loss": 0.0057,
|
| 883 |
-
"step": 1110
|
| 884 |
-
},
|
| 885 |
-
{
|
| 886 |
-
"epoch": 8.549618320610687,
|
| 887 |
-
"grad_norm": 0.05969908460974693,
|
| 888 |
-
"learning_rate": 3.1570247933884303e-06,
|
| 889 |
-
"loss": 0.0424,
|
| 890 |
-
"step": 1120
|
| 891 |
-
},
|
| 892 |
-
{
|
| 893 |
-
"epoch": 8.625954198473282,
|
| 894 |
-
"grad_norm": 0.06252706795930862,
|
| 895 |
-
"learning_rate": 2.9917355371900832e-06,
|
| 896 |
-
"loss": 0.0174,
|
| 897 |
-
"step": 1130
|
| 898 |
-
},
|
| 899 |
-
{
|
| 900 |
-
"epoch": 8.702290076335878,
|
| 901 |
-
"grad_norm": 0.1538064330816269,
|
| 902 |
-
"learning_rate": 2.8264462809917357e-06,
|
| 903 |
-
"loss": 0.0058,
|
| 904 |
-
"step": 1140
|
| 905 |
-
},
|
| 906 |
-
{
|
| 907 |
-
"epoch": 8.778625954198473,
|
| 908 |
-
"grad_norm": 0.05743182823061943,
|
| 909 |
-
"learning_rate": 2.6611570247933886e-06,
|
| 910 |
-
"loss": 0.0055,
|
| 911 |
-
"step": 1150
|
| 912 |
-
},
|
| 913 |
-
{
|
| 914 |
-
"epoch": 8.854961832061068,
|
| 915 |
-
"grad_norm": 0.06665431708097458,
|
| 916 |
-
"learning_rate": 2.4958677685950416e-06,
|
| 917 |
-
"loss": 0.0057,
|
| 918 |
-
"step": 1160
|
| 919 |
-
},
|
| 920 |
-
{
|
| 921 |
-
"epoch": 8.931297709923664,
|
| 922 |
-
"grad_norm": 0.07899218052625656,
|
| 923 |
-
"learning_rate": 2.3305785123966945e-06,
|
| 924 |
-
"loss": 0.0055,
|
| 925 |
-
"step": 1170
|
| 926 |
-
},
|
| 927 |
-
{
|
| 928 |
-
"epoch": 9.0,
|
| 929 |
-
"eval_accuracy": 0.980806142034549,
|
| 930 |
-
"eval_f1": 0.9807999304274743,
|
| 931 |
-
"eval_loss": 0.12244618684053421,
|
| 932 |
-
"eval_precision": 0.9819563131797131,
|
| 933 |
-
"eval_recall": 0.980806142034549,
|
| 934 |
-
"eval_runtime": 3.1404,
|
| 935 |
-
"eval_samples_per_second": 165.902,
|
| 936 |
-
"eval_steps_per_second": 10.508,
|
| 937 |
-
"step": 1179
|
| 938 |
-
},
|
| 939 |
-
{
|
| 940 |
-
"epoch": 9.007633587786259,
|
| 941 |
-
"grad_norm": 0.03778070956468582,
|
| 942 |
-
"learning_rate": 2.1652892561983474e-06,
|
| 943 |
-
"loss": 0.0054,
|
| 944 |
-
"step": 1180
|
| 945 |
-
},
|
| 946 |
-
{
|
| 947 |
-
"epoch": 9.083969465648854,
|
| 948 |
-
"grad_norm": 0.0397595539689064,
|
| 949 |
-
"learning_rate": 2.0000000000000003e-06,
|
| 950 |
-
"loss": 0.0074,
|
| 951 |
-
"step": 1190
|
| 952 |
-
},
|
| 953 |
-
{
|
| 954 |
-
"epoch": 9.16030534351145,
|
| 955 |
-
"grad_norm": 0.03877999261021614,
|
| 956 |
-
"learning_rate": 1.8347107438016533e-06,
|
| 957 |
-
"loss": 0.0053,
|
| 958 |
-
"step": 1200
|
| 959 |
-
},
|
| 960 |
-
{
|
| 961 |
-
"epoch": 9.236641221374045,
|
| 962 |
-
"grad_norm": 0.05299071595072746,
|
| 963 |
-
"learning_rate": 1.669421487603306e-06,
|
| 964 |
-
"loss": 0.0052,
|
| 965 |
-
"step": 1210
|
| 966 |
-
},
|
| 967 |
-
{
|
| 968 |
-
"epoch": 9.312977099236642,
|
| 969 |
-
"grad_norm": 0.08447615802288055,
|
| 970 |
-
"learning_rate": 1.5041322314049589e-06,
|
| 971 |
-
"loss": 0.0053,
|
| 972 |
-
"step": 1220
|
| 973 |
-
},
|
| 974 |
-
{
|
| 975 |
-
"epoch": 9.389312977099237,
|
| 976 |
-
"grad_norm": 0.05665115639567375,
|
| 977 |
-
"learning_rate": 1.3388429752066118e-06,
|
| 978 |
-
"loss": 0.0053,
|
| 979 |
-
"step": 1230
|
| 980 |
-
},
|
| 981 |
-
{
|
| 982 |
-
"epoch": 9.465648854961833,
|
| 983 |
-
"grad_norm": 0.04538382589817047,
|
| 984 |
-
"learning_rate": 1.1735537190082645e-06,
|
| 985 |
-
"loss": 0.0055,
|
| 986 |
-
"step": 1240
|
| 987 |
-
},
|
| 988 |
-
{
|
| 989 |
-
"epoch": 9.541984732824428,
|
| 990 |
-
"grad_norm": 0.04416332021355629,
|
| 991 |
-
"learning_rate": 1.0082644628099174e-06,
|
| 992 |
-
"loss": 0.0051,
|
| 993 |
-
"step": 1250
|
| 994 |
-
},
|
| 995 |
-
{
|
| 996 |
-
"epoch": 9.618320610687023,
|
| 997 |
-
"grad_norm": 0.03218664601445198,
|
| 998 |
-
"learning_rate": 8.429752066115703e-07,
|
| 999 |
-
"loss": 0.0054,
|
| 1000 |
-
"step": 1260
|
| 1001 |
-
},
|
| 1002 |
-
{
|
| 1003 |
-
"epoch": 9.694656488549619,
|
| 1004 |
-
"grad_norm": 0.05276583135128021,
|
| 1005 |
-
"learning_rate": 6.776859504132232e-07,
|
| 1006 |
-
"loss": 0.0052,
|
| 1007 |
-
"step": 1270
|
| 1008 |
-
},
|
| 1009 |
-
{
|
| 1010 |
-
"epoch": 9.770992366412214,
|
| 1011 |
-
"grad_norm": 0.03935326635837555,
|
| 1012 |
-
"learning_rate": 5.123966942148761e-07,
|
| 1013 |
-
"loss": 0.0057,
|
| 1014 |
-
"step": 1280
|
| 1015 |
-
},
|
| 1016 |
-
{
|
| 1017 |
-
"epoch": 9.84732824427481,
|
| 1018 |
-
"grad_norm": 0.05612946301698685,
|
| 1019 |
-
"learning_rate": 3.4710743801652896e-07,
|
| 1020 |
-
"loss": 0.0353,
|
| 1021 |
-
"step": 1290
|
| 1022 |
-
},
|
| 1023 |
-
{
|
| 1024 |
-
"epoch": 9.923664122137405,
|
| 1025 |
-
"grad_norm": 0.03918612375855446,
|
| 1026 |
-
"learning_rate": 1.8181818181818183e-07,
|
| 1027 |
-
"loss": 0.005,
|
| 1028 |
-
"step": 1300
|
| 1029 |
-
},
|
| 1030 |
-
{
|
| 1031 |
-
"epoch": 10.0,
|
| 1032 |
-
"grad_norm": 0.12464316934347153,
|
| 1033 |
-
"learning_rate": 1.652892561983471e-08,
|
| 1034 |
-
"loss": 0.0425,
|
| 1035 |
-
"step": 1310
|
| 1036 |
-
},
|
| 1037 |
-
{
|
| 1038 |
-
"epoch": 10.0,
|
| 1039 |
-
"eval_accuracy": 0.982725527831094,
|
| 1040 |
-
"eval_f1": 0.9827168072229782,
|
| 1041 |
-
"eval_loss": 0.12131477892398834,
|
| 1042 |
-
"eval_precision": 0.9837922474198865,
|
| 1043 |
-
"eval_recall": 0.982725527831094,
|
| 1044 |
-
"eval_runtime": 3.118,
|
| 1045 |
-
"eval_samples_per_second": 167.095,
|
| 1046 |
-
"eval_steps_per_second": 10.584,
|
| 1047 |
-
"step": 1310
|
| 1048 |
-
}
|
| 1049 |
-
],
|
| 1050 |
-
"logging_steps": 10,
|
| 1051 |
-
"max_steps": 1310,
|
| 1052 |
-
"num_input_tokens_seen": 0,
|
| 1053 |
-
"num_train_epochs": 10,
|
| 1054 |
-
"save_steps": 500,
|
| 1055 |
-
"stateful_callbacks": {
|
| 1056 |
-
"EarlyStoppingCallback": {
|
| 1057 |
-
"args": {
|
| 1058 |
-
"early_stopping_patience": 3,
|
| 1059 |
-
"early_stopping_threshold": 0.0
|
| 1060 |
-
},
|
| 1061 |
-
"attributes": {
|
| 1062 |
-
"early_stopping_patience_counter": 0
|
| 1063 |
-
}
|
| 1064 |
-
},
|
| 1065 |
-
"TrainerControl": {
|
| 1066 |
-
"args": {
|
| 1067 |
-
"should_epoch_stop": false,
|
| 1068 |
-
"should_evaluate": false,
|
| 1069 |
-
"should_log": false,
|
| 1070 |
-
"should_save": true,
|
| 1071 |
-
"should_training_stop": true
|
| 1072 |
-
},
|
| 1073 |
-
"attributes": {}
|
| 1074 |
-
}
|
| 1075 |
-
},
|
| 1076 |
-
"total_flos": 1370372257351680.0,
|
| 1077 |
-
"train_batch_size": 16,
|
| 1078 |
-
"trial_name": null,
|
| 1079 |
-
"trial_params": null
|
| 1080 |
-
}
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
checkpoint-1310/training_args.bin
DELETED
|
@@ -1,3 +0,0 @@
|
|
| 1 |
-
version https://git-lfs.github.com/spec/v1
|
| 2 |
-
oid sha256:21a4ac2a72f23cb69080a4fb3a9a3266e6a76062c2c55904cad3d4237f62c83e
|
| 3 |
-
size 5841
|
|
|
|
|
|
|
|
|
|
|
|