YagiASAFAS commited on
Commit
6e4f849
·
verified ·
1 Parent(s): 6ddd04e

Training in progress, epoch 3

Browse files
model.safetensors CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:3df3749e7d57b4547c0f1b0c84859bedf2d6be1fabb5a4e8f4090010e33ea15e
3
  size 438100144
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:496a7911d6025b5f84fac88f6ccd974edd5c92e3f0c11cba8d02debb78aacef1
3
  size 438100144
run-3/checkpoint-7197/config.json ADDED
@@ -0,0 +1,125 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "architectures": [
3
+ "BertForSequenceClassification"
4
+ ],
5
+ "attention_probs_dropout_prob": 0.1,
6
+ "classifier_dropout": null,
7
+ "gradient_checkpointing": false,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.1,
10
+ "hidden_size": 768,
11
+ "id2label": {
12
+ "0": "LABEL_0",
13
+ "1": "LABEL_1",
14
+ "2": "LABEL_2",
15
+ "3": "LABEL_3",
16
+ "4": "LABEL_4",
17
+ "5": "LABEL_5",
18
+ "6": "LABEL_6",
19
+ "7": "LABEL_7",
20
+ "8": "LABEL_8",
21
+ "9": "LABEL_9",
22
+ "10": "LABEL_10",
23
+ "11": "LABEL_11",
24
+ "12": "LABEL_12",
25
+ "13": "LABEL_13",
26
+ "14": "LABEL_14",
27
+ "15": "LABEL_15",
28
+ "16": "LABEL_16",
29
+ "17": "LABEL_17",
30
+ "18": "LABEL_18",
31
+ "19": "LABEL_19",
32
+ "20": "LABEL_20",
33
+ "21": "LABEL_21",
34
+ "22": "LABEL_22",
35
+ "23": "LABEL_23",
36
+ "24": "LABEL_24",
37
+ "25": "LABEL_25",
38
+ "26": "LABEL_26",
39
+ "27": "LABEL_27",
40
+ "28": "LABEL_28",
41
+ "29": "LABEL_29",
42
+ "30": "LABEL_30",
43
+ "31": "LABEL_31",
44
+ "32": "LABEL_32",
45
+ "33": "LABEL_33",
46
+ "34": "LABEL_34",
47
+ "35": "LABEL_35",
48
+ "36": "LABEL_36",
49
+ "37": "LABEL_37",
50
+ "38": "LABEL_38",
51
+ "39": "LABEL_39",
52
+ "40": "LABEL_40",
53
+ "41": "LABEL_41",
54
+ "42": "LABEL_42",
55
+ "43": "LABEL_43",
56
+ "44": "LABEL_44",
57
+ "45": "LABEL_45",
58
+ "46": "LABEL_46",
59
+ "47": "LABEL_47"
60
+ },
61
+ "initializer_range": 0.02,
62
+ "intermediate_size": 3072,
63
+ "label2id": {
64
+ "LABEL_0": 0,
65
+ "LABEL_1": 1,
66
+ "LABEL_10": 10,
67
+ "LABEL_11": 11,
68
+ "LABEL_12": 12,
69
+ "LABEL_13": 13,
70
+ "LABEL_14": 14,
71
+ "LABEL_15": 15,
72
+ "LABEL_16": 16,
73
+ "LABEL_17": 17,
74
+ "LABEL_18": 18,
75
+ "LABEL_19": 19,
76
+ "LABEL_2": 2,
77
+ "LABEL_20": 20,
78
+ "LABEL_21": 21,
79
+ "LABEL_22": 22,
80
+ "LABEL_23": 23,
81
+ "LABEL_24": 24,
82
+ "LABEL_25": 25,
83
+ "LABEL_26": 26,
84
+ "LABEL_27": 27,
85
+ "LABEL_28": 28,
86
+ "LABEL_29": 29,
87
+ "LABEL_3": 3,
88
+ "LABEL_30": 30,
89
+ "LABEL_31": 31,
90
+ "LABEL_32": 32,
91
+ "LABEL_33": 33,
92
+ "LABEL_34": 34,
93
+ "LABEL_35": 35,
94
+ "LABEL_36": 36,
95
+ "LABEL_37": 37,
96
+ "LABEL_38": 38,
97
+ "LABEL_39": 39,
98
+ "LABEL_4": 4,
99
+ "LABEL_40": 40,
100
+ "LABEL_41": 41,
101
+ "LABEL_42": 42,
102
+ "LABEL_43": 43,
103
+ "LABEL_44": 44,
104
+ "LABEL_45": 45,
105
+ "LABEL_46": 46,
106
+ "LABEL_47": 47,
107
+ "LABEL_5": 5,
108
+ "LABEL_6": 6,
109
+ "LABEL_7": 7,
110
+ "LABEL_8": 8,
111
+ "LABEL_9": 9
112
+ },
113
+ "layer_norm_eps": 1e-12,
114
+ "max_position_embeddings": 512,
115
+ "model_type": "bert",
116
+ "num_attention_heads": 12,
117
+ "num_hidden_layers": 12,
118
+ "pad_token_id": 0,
119
+ "position_embedding_type": "absolute",
120
+ "torch_dtype": "float32",
121
+ "transformers_version": "4.50.3",
122
+ "type_vocab_size": 2,
123
+ "use_cache": true,
124
+ "vocab_size": 30522
125
+ }
run-3/checkpoint-7197/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:496a7911d6025b5f84fac88f6ccd974edd5c92e3f0c11cba8d02debb78aacef1
3
+ size 438100144
run-3/checkpoint-7197/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:62a7ff1fcd50efe333ebef518108cdc5763ac556f9ff6a814c8610772ce6a99a
3
+ size 876321402
run-3/checkpoint-7197/rng_state.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:714a982d29c5cad10f1f61ff55536b945838337379aaedf05d2dafc18b602ef9
3
+ size 14244
run-3/checkpoint-7197/scaler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3e64ac74599b1bf48eff4dc9fc8ebba3e6b63ef7fc7e2f542545b80d85de341e
3
+ size 988
run-3/checkpoint-7197/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:69e5f7bfcd07d98ee61a5e16f2111703c73790b0abe1b9374e14e05cf66db05b
3
+ size 1064
run-3/checkpoint-7197/trainer_state.json ADDED
@@ -0,0 +1,646 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_global_step": 7197,
3
+ "best_metric": 0.9341971854179941,
4
+ "best_model_checkpoint": "./results/run-3/checkpoint-7197",
5
+ "epoch": 3.0,
6
+ "eval_steps": 500,
7
+ "global_step": 7197,
8
+ "is_hyper_param_search": true,
9
+ "is_local_process_zero": true,
10
+ "is_world_process_zero": true,
11
+ "log_history": [
12
+ {
13
+ "epoch": 0.041684035014589414,
14
+ "grad_norm": 1.7545671463012695,
15
+ "learning_rate": 1.386e-05,
16
+ "loss": 1.2954,
17
+ "step": 100
18
+ },
19
+ {
20
+ "epoch": 0.08336807002917883,
21
+ "grad_norm": 0.7225435376167297,
22
+ "learning_rate": 2.7859999999999998e-05,
23
+ "loss": 0.5134,
24
+ "step": 200
25
+ },
26
+ {
27
+ "epoch": 0.12505210504376824,
28
+ "grad_norm": 0.9463444948196411,
29
+ "learning_rate": 4.1859999999999996e-05,
30
+ "loss": 0.4399,
31
+ "step": 300
32
+ },
33
+ {
34
+ "epoch": 0.16673614005835766,
35
+ "grad_norm": 0.8181287050247192,
36
+ "learning_rate": 5.586e-05,
37
+ "loss": 0.3608,
38
+ "step": 400
39
+ },
40
+ {
41
+ "epoch": 0.20842017507294705,
42
+ "grad_norm": 1.4074561595916748,
43
+ "learning_rate": 6.986e-05,
44
+ "loss": 0.3303,
45
+ "step": 500
46
+ },
47
+ {
48
+ "epoch": 0.25010421008753647,
49
+ "grad_norm": 1.232994556427002,
50
+ "learning_rate": 6.98170731707317e-05,
51
+ "loss": 0.3118,
52
+ "step": 600
53
+ },
54
+ {
55
+ "epoch": 0.29178824510212586,
56
+ "grad_norm": 1.1151797771453857,
57
+ "learning_rate": 6.96341463414634e-05,
58
+ "loss": 0.3067,
59
+ "step": 700
60
+ },
61
+ {
62
+ "epoch": 0.3334722801167153,
63
+ "grad_norm": 1.3453563451766968,
64
+ "learning_rate": 6.944937176644493e-05,
65
+ "loss": 0.2959,
66
+ "step": 800
67
+ },
68
+ {
69
+ "epoch": 0.3751563151313047,
70
+ "grad_norm": 1.3014110326766968,
71
+ "learning_rate": 6.926459719142646e-05,
72
+ "loss": 0.2803,
73
+ "step": 900
74
+ },
75
+ {
76
+ "epoch": 0.4168403501458941,
77
+ "grad_norm": 2.4783546924591064,
78
+ "learning_rate": 6.907982261640798e-05,
79
+ "loss": 0.275,
80
+ "step": 1000
81
+ },
82
+ {
83
+ "epoch": 0.45852438516048355,
84
+ "grad_norm": 1.0991694927215576,
85
+ "learning_rate": 6.88950480413895e-05,
86
+ "loss": 0.2725,
87
+ "step": 1100
88
+ },
89
+ {
90
+ "epoch": 0.5002084201750729,
91
+ "grad_norm": 1.8534690141677856,
92
+ "learning_rate": 6.871027346637102e-05,
93
+ "loss": 0.2965,
94
+ "step": 1200
95
+ },
96
+ {
97
+ "epoch": 0.5418924551896623,
98
+ "grad_norm": 1.533751130104065,
99
+ "learning_rate": 6.852549889135254e-05,
100
+ "loss": 0.257,
101
+ "step": 1300
102
+ },
103
+ {
104
+ "epoch": 0.5835764902042517,
105
+ "grad_norm": 1.39555025100708,
106
+ "learning_rate": 6.834072431633407e-05,
107
+ "loss": 0.2666,
108
+ "step": 1400
109
+ },
110
+ {
111
+ "epoch": 0.6252605252188412,
112
+ "grad_norm": 1.1627668142318726,
113
+ "learning_rate": 6.81559497413156e-05,
114
+ "loss": 0.2461,
115
+ "step": 1500
116
+ },
117
+ {
118
+ "epoch": 0.6669445602334306,
119
+ "grad_norm": 1.319166660308838,
120
+ "learning_rate": 6.79711751662971e-05,
121
+ "loss": 0.242,
122
+ "step": 1600
123
+ },
124
+ {
125
+ "epoch": 0.70862859524802,
126
+ "grad_norm": 1.3535823822021484,
127
+ "learning_rate": 6.778640059127863e-05,
128
+ "loss": 0.2463,
129
+ "step": 1700
130
+ },
131
+ {
132
+ "epoch": 0.7503126302626094,
133
+ "grad_norm": 1.8609535694122314,
134
+ "learning_rate": 6.760162601626016e-05,
135
+ "loss": 0.2367,
136
+ "step": 1800
137
+ },
138
+ {
139
+ "epoch": 0.7919966652771988,
140
+ "grad_norm": 1.86128830909729,
141
+ "learning_rate": 6.741685144124168e-05,
142
+ "loss": 0.2449,
143
+ "step": 1900
144
+ },
145
+ {
146
+ "epoch": 0.8336807002917882,
147
+ "grad_norm": 1.8068938255310059,
148
+ "learning_rate": 6.723207686622321e-05,
149
+ "loss": 0.2329,
150
+ "step": 2000
151
+ },
152
+ {
153
+ "epoch": 0.8753647353063777,
154
+ "grad_norm": 1.4341034889221191,
155
+ "learning_rate": 6.704730229120472e-05,
156
+ "loss": 0.2342,
157
+ "step": 2100
158
+ },
159
+ {
160
+ "epoch": 0.9170487703209671,
161
+ "grad_norm": 0.7307045459747314,
162
+ "learning_rate": 6.686252771618624e-05,
163
+ "loss": 0.2358,
164
+ "step": 2200
165
+ },
166
+ {
167
+ "epoch": 0.9587328053355565,
168
+ "grad_norm": 2.0308947563171387,
169
+ "learning_rate": 6.667775314116777e-05,
170
+ "loss": 0.2244,
171
+ "step": 2300
172
+ },
173
+ {
174
+ "epoch": 1.0,
175
+ "eval_administration_accuracy": 0.9317281634354805,
176
+ "eval_administration_f1": 0.9110301299328539,
177
+ "eval_corruption_accuracy": 0.9541380029184907,
178
+ "eval_corruption_f1": 0.9489574147600867,
179
+ "eval_democracy_accuracy": 0.9473629351678132,
180
+ "eval_democracy_f1": 0.935646230598331,
181
+ "eval_development_accuracy": 0.910464873879508,
182
+ "eval_development_f1": 0.9008646598644421,
183
+ "eval_economy_accuracy": 0.9235980821346675,
184
+ "eval_economy_f1": 0.9156600494130359,
185
+ "eval_education_accuracy": 0.9622680842193038,
186
+ "eval_education_f1": 0.9586233907920864,
187
+ "eval_environment_accuracy": 0.978319783197832,
188
+ "eval_environment_f1": 0.9770754665605412,
189
+ "eval_instability_accuracy": 0.9398582447362935,
190
+ "eval_instability_f1": 0.9299109706262821,
191
+ "eval_leadership_accuracy": 0.8081092349385033,
192
+ "eval_leadership_f1": 0.7818188134942813,
193
+ "eval_loss": 0.2264394313097,
194
+ "eval_overall_accuracy": 0.9310245987075256,
195
+ "eval_overall_f1": 0.9219705720705208,
196
+ "eval_race_accuracy": 0.9487179487179487,
197
+ "eval_race_f1": 0.9448562040025291,
198
+ "eval_religion_accuracy": 0.9527829893683553,
199
+ "eval_religion_f1": 0.950851997767183,
200
+ "eval_runtime": 11.1066,
201
+ "eval_safety_accuracy": 0.9149468417761101,
202
+ "eval_safety_f1": 0.9083515370345979,
203
+ "eval_samples_per_second": 863.809,
204
+ "eval_steps_per_second": 54.022,
205
+ "step": 2399
206
+ },
207
+ {
208
+ "epoch": 1.0004168403501459,
209
+ "grad_norm": 1.3034080266952515,
210
+ "learning_rate": 6.64929785661493e-05,
211
+ "loss": 0.2417,
212
+ "step": 2400
213
+ },
214
+ {
215
+ "epoch": 1.0421008753647354,
216
+ "grad_norm": 1.3565603494644165,
217
+ "learning_rate": 6.630820399113082e-05,
218
+ "loss": 0.1946,
219
+ "step": 2500
220
+ },
221
+ {
222
+ "epoch": 1.0837849103793247,
223
+ "grad_norm": 2.098259449005127,
224
+ "learning_rate": 6.612342941611233e-05,
225
+ "loss": 0.1911,
226
+ "step": 2600
227
+ },
228
+ {
229
+ "epoch": 1.1254689453939142,
230
+ "grad_norm": 1.0764553546905518,
231
+ "learning_rate": 6.593865484109386e-05,
232
+ "loss": 0.1821,
233
+ "step": 2700
234
+ },
235
+ {
236
+ "epoch": 1.1671529804085035,
237
+ "grad_norm": 1.4594541788101196,
238
+ "learning_rate": 6.575388026607538e-05,
239
+ "loss": 0.1851,
240
+ "step": 2800
241
+ },
242
+ {
243
+ "epoch": 1.208837015423093,
244
+ "grad_norm": 1.8065540790557861,
245
+ "learning_rate": 6.556910569105691e-05,
246
+ "loss": 0.1929,
247
+ "step": 2900
248
+ },
249
+ {
250
+ "epoch": 1.2505210504376825,
251
+ "grad_norm": 0.8411226272583008,
252
+ "learning_rate": 6.538433111603843e-05,
253
+ "loss": 0.1882,
254
+ "step": 3000
255
+ },
256
+ {
257
+ "epoch": 1.2922050854522718,
258
+ "grad_norm": 1.886057734489441,
259
+ "learning_rate": 6.519955654101994e-05,
260
+ "loss": 0.1861,
261
+ "step": 3100
262
+ },
263
+ {
264
+ "epoch": 1.3338891204668613,
265
+ "grad_norm": 1.2633222341537476,
266
+ "learning_rate": 6.501478196600147e-05,
267
+ "loss": 0.1816,
268
+ "step": 3200
269
+ },
270
+ {
271
+ "epoch": 1.3755731554814505,
272
+ "grad_norm": 2.1033339500427246,
273
+ "learning_rate": 6.4830007390983e-05,
274
+ "loss": 0.1887,
275
+ "step": 3300
276
+ },
277
+ {
278
+ "epoch": 1.41725719049604,
279
+ "grad_norm": 1.5505166053771973,
280
+ "learning_rate": 6.464523281596452e-05,
281
+ "loss": 0.1946,
282
+ "step": 3400
283
+ },
284
+ {
285
+ "epoch": 1.4589412255106295,
286
+ "grad_norm": 1.7376617193222046,
287
+ "learning_rate": 6.446045824094603e-05,
288
+ "loss": 0.1881,
289
+ "step": 3500
290
+ },
291
+ {
292
+ "epoch": 1.5006252605252188,
293
+ "grad_norm": 1.8713116645812988,
294
+ "learning_rate": 6.427568366592756e-05,
295
+ "loss": 0.1742,
296
+ "step": 3600
297
+ },
298
+ {
299
+ "epoch": 1.5423092955398081,
300
+ "grad_norm": 1.2346725463867188,
301
+ "learning_rate": 6.409090909090908e-05,
302
+ "loss": 0.1733,
303
+ "step": 3700
304
+ },
305
+ {
306
+ "epoch": 1.5839933305543976,
307
+ "grad_norm": 1.5446250438690186,
308
+ "learning_rate": 6.390613451589061e-05,
309
+ "loss": 0.1885,
310
+ "step": 3800
311
+ },
312
+ {
313
+ "epoch": 1.6256773655689871,
314
+ "grad_norm": 2.538613796234131,
315
+ "learning_rate": 6.372135994087213e-05,
316
+ "loss": 0.1737,
317
+ "step": 3900
318
+ },
319
+ {
320
+ "epoch": 1.6673614005835766,
321
+ "grad_norm": 1.1538047790527344,
322
+ "learning_rate": 6.353658536585365e-05,
323
+ "loss": 0.1836,
324
+ "step": 4000
325
+ },
326
+ {
327
+ "epoch": 1.709045435598166,
328
+ "grad_norm": 2.285994291305542,
329
+ "learning_rate": 6.335181079083517e-05,
330
+ "loss": 0.1934,
331
+ "step": 4100
332
+ },
333
+ {
334
+ "epoch": 1.7507294706127552,
335
+ "grad_norm": 1.3632721900939941,
336
+ "learning_rate": 6.31670362158167e-05,
337
+ "loss": 0.1792,
338
+ "step": 4200
339
+ },
340
+ {
341
+ "epoch": 1.7924135056273447,
342
+ "grad_norm": 1.3432073593139648,
343
+ "learning_rate": 6.298226164079822e-05,
344
+ "loss": 0.1665,
345
+ "step": 4300
346
+ },
347
+ {
348
+ "epoch": 1.8340975406419342,
349
+ "grad_norm": 4.086724758148193,
350
+ "learning_rate": 6.279748706577975e-05,
351
+ "loss": 0.1761,
352
+ "step": 4400
353
+ },
354
+ {
355
+ "epoch": 1.8757815756565237,
356
+ "grad_norm": 1.1902227401733398,
357
+ "learning_rate": 6.261271249076126e-05,
358
+ "loss": 0.1738,
359
+ "step": 4500
360
+ },
361
+ {
362
+ "epoch": 1.917465610671113,
363
+ "grad_norm": 2.1310391426086426,
364
+ "learning_rate": 6.242793791574278e-05,
365
+ "loss": 0.1822,
366
+ "step": 4600
367
+ },
368
+ {
369
+ "epoch": 1.9591496456857023,
370
+ "grad_norm": 1.384017825126648,
371
+ "learning_rate": 6.224316334072431e-05,
372
+ "loss": 0.1827,
373
+ "step": 4700
374
+ },
375
+ {
376
+ "epoch": 2.0,
377
+ "eval_administration_accuracy": 0.9382947675630603,
378
+ "eval_administration_f1": 0.93083241604641,
379
+ "eval_corruption_accuracy": 0.9589326662497394,
380
+ "eval_corruption_f1": 0.9564057119817679,
381
+ "eval_democracy_accuracy": 0.9522618303106108,
382
+ "eval_democracy_f1": 0.9459837872310805,
383
+ "eval_development_accuracy": 0.9119241192411924,
384
+ "eval_development_f1": 0.9077803592136469,
385
+ "eval_economy_accuracy": 0.9272461955388784,
386
+ "eval_economy_f1": 0.9256537091607892,
387
+ "eval_education_accuracy": 0.9613299979153638,
388
+ "eval_education_f1": 0.9608415429902122,
389
+ "eval_environment_accuracy": 0.978319783197832,
390
+ "eval_environment_f1": 0.9774790124713261,
391
+ "eval_instability_accuracy": 0.9247446320617052,
392
+ "eval_instability_f1": 0.9296973340071476,
393
+ "eval_leadership_accuracy": 0.8296852199291224,
394
+ "eval_leadership_f1": 0.8138352706726838,
395
+ "eval_loss": 0.21539363265037537,
396
+ "eval_overall_accuracy": 0.9336477659648392,
397
+ "eval_overall_f1": 0.9304371117477391,
398
+ "eval_race_accuracy": 0.9497602668334376,
399
+ "eval_race_f1": 0.9482550954258615,
400
+ "eval_religion_accuracy": 0.9559099437148217,
401
+ "eval_religion_f1": 0.9545949788562016,
402
+ "eval_runtime": 11.0609,
403
+ "eval_safety_accuracy": 0.9153637690223057,
404
+ "eval_safety_f1": 0.9138861229157411,
405
+ "eval_samples_per_second": 867.383,
406
+ "eval_steps_per_second": 54.245,
407
+ "step": 4798
408
+ },
409
+ {
410
+ "epoch": 2.0008336807002918,
411
+ "grad_norm": 0.8514364957809448,
412
+ "learning_rate": 6.205838876570583e-05,
413
+ "loss": 0.1822,
414
+ "step": 4800
415
+ },
416
+ {
417
+ "epoch": 2.0425177157148813,
418
+ "grad_norm": 1.2515586614608765,
419
+ "learning_rate": 6.187361419068736e-05,
420
+ "loss": 0.1312,
421
+ "step": 4900
422
+ },
423
+ {
424
+ "epoch": 2.084201750729471,
425
+ "grad_norm": 1.2924548387527466,
426
+ "learning_rate": 6.168883961566887e-05,
427
+ "loss": 0.1307,
428
+ "step": 5000
429
+ },
430
+ {
431
+ "epoch": 2.12588578574406,
432
+ "grad_norm": 1.7066774368286133,
433
+ "learning_rate": 6.15040650406504e-05,
434
+ "loss": 0.1248,
435
+ "step": 5100
436
+ },
437
+ {
438
+ "epoch": 2.1675698207586493,
439
+ "grad_norm": 1.4067167043685913,
440
+ "learning_rate": 6.131929046563192e-05,
441
+ "loss": 0.1318,
442
+ "step": 5200
443
+ },
444
+ {
445
+ "epoch": 2.209253855773239,
446
+ "grad_norm": 2.4648754596710205,
447
+ "learning_rate": 6.113451589061345e-05,
448
+ "loss": 0.1293,
449
+ "step": 5300
450
+ },
451
+ {
452
+ "epoch": 2.2509378907878284,
453
+ "grad_norm": 2.232621669769287,
454
+ "learning_rate": 6.0949741315594965e-05,
455
+ "loss": 0.128,
456
+ "step": 5400
457
+ },
458
+ {
459
+ "epoch": 2.292621925802418,
460
+ "grad_norm": 2.5116114616394043,
461
+ "learning_rate": 6.076496674057649e-05,
462
+ "loss": 0.1328,
463
+ "step": 5500
464
+ },
465
+ {
466
+ "epoch": 2.334305960817007,
467
+ "grad_norm": 1.2505563497543335,
468
+ "learning_rate": 6.0580192165558015e-05,
469
+ "loss": 0.1284,
470
+ "step": 5600
471
+ },
472
+ {
473
+ "epoch": 2.3759899958315964,
474
+ "grad_norm": 1.3521802425384521,
475
+ "learning_rate": 6.039541759053954e-05,
476
+ "loss": 0.1345,
477
+ "step": 5700
478
+ },
479
+ {
480
+ "epoch": 2.417674030846186,
481
+ "grad_norm": 1.0144108533859253,
482
+ "learning_rate": 6.021064301552106e-05,
483
+ "loss": 0.1366,
484
+ "step": 5800
485
+ },
486
+ {
487
+ "epoch": 2.4593580658607754,
488
+ "grad_norm": 0.8403565287590027,
489
+ "learning_rate": 6.002586844050258e-05,
490
+ "loss": 0.1397,
491
+ "step": 5900
492
+ },
493
+ {
494
+ "epoch": 2.501042100875365,
495
+ "grad_norm": 2.634355068206787,
496
+ "learning_rate": 5.98410938654841e-05,
497
+ "loss": 0.1373,
498
+ "step": 6000
499
+ },
500
+ {
501
+ "epoch": 2.542726135889954,
502
+ "grad_norm": 3.5822253227233887,
503
+ "learning_rate": 5.965631929046563e-05,
504
+ "loss": 0.1291,
505
+ "step": 6100
506
+ },
507
+ {
508
+ "epoch": 2.5844101709045435,
509
+ "grad_norm": 1.4991543292999268,
510
+ "learning_rate": 5.947154471544715e-05,
511
+ "loss": 0.1475,
512
+ "step": 6200
513
+ },
514
+ {
515
+ "epoch": 2.626094205919133,
516
+ "grad_norm": 1.9590423107147217,
517
+ "learning_rate": 5.928677014042867e-05,
518
+ "loss": 0.1411,
519
+ "step": 6300
520
+ },
521
+ {
522
+ "epoch": 2.6677782409337225,
523
+ "grad_norm": 1.2120991945266724,
524
+ "learning_rate": 5.910199556541019e-05,
525
+ "loss": 0.1397,
526
+ "step": 6400
527
+ },
528
+ {
529
+ "epoch": 2.7094622759483116,
530
+ "grad_norm": 2.270709991455078,
531
+ "learning_rate": 5.8917220990391715e-05,
532
+ "loss": 0.1398,
533
+ "step": 6500
534
+ },
535
+ {
536
+ "epoch": 2.751146310962901,
537
+ "grad_norm": 2.1711227893829346,
538
+ "learning_rate": 5.873244641537324e-05,
539
+ "loss": 0.1344,
540
+ "step": 6600
541
+ },
542
+ {
543
+ "epoch": 2.7928303459774906,
544
+ "grad_norm": 3.177982807159424,
545
+ "learning_rate": 5.854951958610495e-05,
546
+ "loss": 0.1377,
547
+ "step": 6700
548
+ },
549
+ {
550
+ "epoch": 2.83451438099208,
551
+ "grad_norm": 1.8457061052322388,
552
+ "learning_rate": 5.8364745011086465e-05,
553
+ "loss": 0.1277,
554
+ "step": 6800
555
+ },
556
+ {
557
+ "epoch": 2.8761984160066696,
558
+ "grad_norm": 1.9990291595458984,
559
+ "learning_rate": 5.817997043606799e-05,
560
+ "loss": 0.1311,
561
+ "step": 6900
562
+ },
563
+ {
564
+ "epoch": 2.917882451021259,
565
+ "grad_norm": 1.8258967399597168,
566
+ "learning_rate": 5.7995195861049516e-05,
567
+ "loss": 0.1359,
568
+ "step": 7000
569
+ },
570
+ {
571
+ "epoch": 2.959566486035848,
572
+ "grad_norm": 0.9961782097816467,
573
+ "learning_rate": 5.781042128603104e-05,
574
+ "loss": 0.1416,
575
+ "step": 7100
576
+ },
577
+ {
578
+ "epoch": 3.0,
579
+ "eval_administration_accuracy": 0.9374609130706691,
580
+ "eval_administration_f1": 0.9317222442324985,
581
+ "eval_corruption_accuracy": 0.9572649572649573,
582
+ "eval_corruption_f1": 0.9537446744289325,
583
+ "eval_democracy_accuracy": 0.9529914529914529,
584
+ "eval_democracy_f1": 0.9494686606905594,
585
+ "eval_development_accuracy": 0.9147383781530123,
586
+ "eval_development_f1": 0.9100235798889205,
587
+ "eval_economy_accuracy": 0.9329789451740671,
588
+ "eval_economy_f1": 0.9281892557992357,
589
+ "eval_education_accuracy": 0.964665415884928,
590
+ "eval_education_f1": 0.9620886841561839,
591
+ "eval_environment_accuracy": 0.980091723994163,
592
+ "eval_environment_f1": 0.9785258941308824,
593
+ "eval_instability_accuracy": 0.943089430894309,
594
+ "eval_instability_f1": 0.9426570245612531,
595
+ "eval_leadership_accuracy": 0.8357306649989577,
596
+ "eval_leadership_f1": 0.8319611907018966,
597
+ "eval_loss": 0.21395592391490936,
598
+ "eval_overall_accuracy": 0.9376433187408796,
599
+ "eval_overall_f1": 0.9341971854179941,
600
+ "eval_race_accuracy": 0.9546591619762351,
601
+ "eval_race_f1": 0.9516178104963666,
602
+ "eval_religion_accuracy": 0.9573691890765061,
603
+ "eval_religion_f1": 0.9546439142787715,
604
+ "eval_runtime": 10.9576,
605
+ "eval_safety_accuracy": 0.9206795914112987,
606
+ "eval_safety_f1": 0.9157232916504305,
607
+ "eval_samples_per_second": 875.555,
608
+ "eval_steps_per_second": 54.756,
609
+ "step": 7197
610
+ }
611
+ ],
612
+ "logging_steps": 100,
613
+ "max_steps": 38384,
614
+ "num_input_tokens_seen": 0,
615
+ "num_train_epochs": 16,
616
+ "save_steps": 500,
617
+ "stateful_callbacks": {
618
+ "EarlyStoppingCallback": {
619
+ "args": {
620
+ "early_stopping_patience": 2,
621
+ "early_stopping_threshold": 0.0
622
+ },
623
+ "attributes": {
624
+ "early_stopping_patience_counter": 0
625
+ }
626
+ },
627
+ "TrainerControl": {
628
+ "args": {
629
+ "should_epoch_stop": false,
630
+ "should_evaluate": false,
631
+ "should_log": false,
632
+ "should_save": true,
633
+ "should_training_stop": false
634
+ },
635
+ "attributes": {}
636
+ }
637
+ },
638
+ "total_flos": 2.989544340573389e+16,
639
+ "train_batch_size": 16,
640
+ "trial_name": null,
641
+ "trial_params": {
642
+ "gradient_accumulation_steps": 1,
643
+ "learning_rate": 7e-05,
644
+ "num_train_epochs": 16
645
+ }
646
+ }
run-3/checkpoint-7197/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e2574f00335e03e693d14802bd78255c32eb346c265bc7cfbd1b32046ac22108
3
+ size 5368