root commited on
Commit
b894902
·
1 Parent(s): 605d449
config.json ADDED
@@ -0,0 +1,24 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "result/my-unsup-simcse-bert-large-uncased-d0.2-rs192-std0.1-t0.05",
3
+ "architectures": [
4
+ "BertForCL"
5
+ ],
6
+ "attention_probs_dropout_prob": 0.2,
7
+ "gradient_checkpointing": false,
8
+ "hidden_act": "gelu",
9
+ "hidden_dropout_prob": 0.2,
10
+ "hidden_size": 1024,
11
+ "initializer_range": 0.02,
12
+ "intermediate_size": 4096,
13
+ "layer_norm_eps": 1e-12,
14
+ "max_position_embeddings": 512,
15
+ "model_type": "bert",
16
+ "num_attention_heads": 16,
17
+ "num_hidden_layers": 24,
18
+ "pad_token_id": 0,
19
+ "position_embedding_type": "absolute",
20
+ "transformers_version": "4.2.1",
21
+ "type_vocab_size": 2,
22
+ "use_cache": true,
23
+ "vocab_size": 30522
24
+ }
eval_results.txt ADDED
@@ -0,0 +1,12 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ epoch = 1.0
2
+ eval_CR = 88.17
3
+ eval_MPQA = 88.77
4
+ eval_MR = 82.33
5
+ eval_MRPC = 74.22
6
+ eval_SST2 = 88.53
7
+ eval_SUBJ = 94.83
8
+ eval_TREC = 80.91
9
+ eval_avg_sts = 0.8151815992402154
10
+ eval_avg_transfer = 85.39428571428572
11
+ eval_sickr_spearman = 0.7837182948067288
12
+ eval_stsb_spearman = 0.846644903673702
optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2207e51c340c5075f2ce399e43e95635b0adcac97f08325d3cd033f7d0410632
3
+ size 2681380717
pytorch_model.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c24c45c6d3e10d65f8266e75ed006cfa8135c0a6e12cd4bd3c02f658333206d2
3
+ size 1344937161
scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3402dc3169e9547746b559ef5cb9e14ad1eb2cec881501018b385981c64aadc7
3
+ size 623
special_tokens_map.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]"}
tokenizer_config.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "name_or_path": "bert-large-uncased"}
train_results.txt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ epoch = 1.0
2
+ train_runtime = 9225.5566
3
+ train_samples_per_second = 1.694
trainer_state.json ADDED
@@ -0,0 +1,1083 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.846644903673702,
3
+ "best_model_checkpoint": "result/my-unsup-simcse-bert-large-uncased-d0.2-rs192-std0.1-t0.05",
4
+ "epoch": 1.0,
5
+ "global_step": 15626,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.01,
12
+ "eval_avg_sts": 0.6284471674961587,
13
+ "eval_sickr_spearman": 0.6147007873963284,
14
+ "eval_stsb_spearman": 0.642193547595989,
15
+ "step": 125
16
+ },
17
+ {
18
+ "epoch": 0.02,
19
+ "eval_avg_sts": 0.6752562982834547,
20
+ "eval_sickr_spearman": 0.6594757163746471,
21
+ "eval_stsb_spearman": 0.6910368801922622,
22
+ "step": 250
23
+ },
24
+ {
25
+ "epoch": 0.02,
26
+ "eval_avg_sts": 0.6885266805855659,
27
+ "eval_sickr_spearman": 0.6739856239324923,
28
+ "eval_stsb_spearman": 0.7030677372386395,
29
+ "step": 375
30
+ },
31
+ {
32
+ "epoch": 0.03,
33
+ "learning_rate": 9.680020478689364e-06,
34
+ "loss": 0.0393,
35
+ "step": 500
36
+ },
37
+ {
38
+ "epoch": 0.03,
39
+ "eval_avg_sts": 0.7136869238086576,
40
+ "eval_sickr_spearman": 0.6992179945753817,
41
+ "eval_stsb_spearman": 0.7281558530419336,
42
+ "step": 500
43
+ },
44
+ {
45
+ "epoch": 0.04,
46
+ "eval_avg_sts": 0.7414985057899455,
47
+ "eval_sickr_spearman": 0.7279799307074509,
48
+ "eval_stsb_spearman": 0.7550170808724401,
49
+ "step": 625
50
+ },
51
+ {
52
+ "epoch": 0.05,
53
+ "eval_avg_sts": 0.7607871015229407,
54
+ "eval_sickr_spearman": 0.7483565010882515,
55
+ "eval_stsb_spearman": 0.77321770195763,
56
+ "step": 750
57
+ },
58
+ {
59
+ "epoch": 0.06,
60
+ "eval_avg_sts": 0.7720875460016747,
61
+ "eval_sickr_spearman": 0.755885952611893,
62
+ "eval_stsb_spearman": 0.7882891393914564,
63
+ "step": 875
64
+ },
65
+ {
66
+ "epoch": 0.06,
67
+ "learning_rate": 9.36004095737873e-06,
68
+ "loss": 0.0016,
69
+ "step": 1000
70
+ },
71
+ {
72
+ "epoch": 0.06,
73
+ "eval_avg_sts": 0.7690732051021041,
74
+ "eval_sickr_spearman": 0.7558774030758371,
75
+ "eval_stsb_spearman": 0.7822690071283711,
76
+ "step": 1000
77
+ },
78
+ {
79
+ "epoch": 0.07,
80
+ "eval_avg_sts": 0.7706230123500749,
81
+ "eval_sickr_spearman": 0.7564492133384577,
82
+ "eval_stsb_spearman": 0.7847968113616921,
83
+ "step": 1125
84
+ },
85
+ {
86
+ "epoch": 0.08,
87
+ "eval_avg_sts": 0.7759234749063804,
88
+ "eval_sickr_spearman": 0.7603653331320113,
89
+ "eval_stsb_spearman": 0.7914816166807493,
90
+ "step": 1250
91
+ },
92
+ {
93
+ "epoch": 0.09,
94
+ "eval_avg_sts": 0.7778780797756797,
95
+ "eval_sickr_spearman": 0.7626101627199244,
96
+ "eval_stsb_spearman": 0.7931459968314349,
97
+ "step": 1375
98
+ },
99
+ {
100
+ "epoch": 0.1,
101
+ "learning_rate": 9.040061436068092e-06,
102
+ "loss": 0.0008,
103
+ "step": 1500
104
+ },
105
+ {
106
+ "epoch": 0.1,
107
+ "eval_avg_sts": 0.7864881429536921,
108
+ "eval_sickr_spearman": 0.7687771640201724,
109
+ "eval_stsb_spearman": 0.8041991218872119,
110
+ "step": 1500
111
+ },
112
+ {
113
+ "epoch": 0.1,
114
+ "eval_avg_sts": 0.7853051845863528,
115
+ "eval_sickr_spearman": 0.7664657152945645,
116
+ "eval_stsb_spearman": 0.8041446538781412,
117
+ "step": 1625
118
+ },
119
+ {
120
+ "epoch": 0.11,
121
+ "eval_avg_sts": 0.7794344010748193,
122
+ "eval_sickr_spearman": 0.7616587626626382,
123
+ "eval_stsb_spearman": 0.7972100394870003,
124
+ "step": 1750
125
+ },
126
+ {
127
+ "epoch": 0.12,
128
+ "eval_avg_sts": 0.7788742107713875,
129
+ "eval_sickr_spearman": 0.759037225146146,
130
+ "eval_stsb_spearman": 0.798711196396629,
131
+ "step": 1875
132
+ },
133
+ {
134
+ "epoch": 0.13,
135
+ "learning_rate": 8.720081914757458e-06,
136
+ "loss": 0.0006,
137
+ "step": 2000
138
+ },
139
+ {
140
+ "epoch": 0.13,
141
+ "eval_avg_sts": 0.7770697347799143,
142
+ "eval_sickr_spearman": 0.7594302636492141,
143
+ "eval_stsb_spearman": 0.7947092059106146,
144
+ "step": 2000
145
+ },
146
+ {
147
+ "epoch": 0.14,
148
+ "eval_avg_sts": 0.782438364238089,
149
+ "eval_sickr_spearman": 0.7615730751776726,
150
+ "eval_stsb_spearman": 0.8033036532985053,
151
+ "step": 2125
152
+ },
153
+ {
154
+ "epoch": 0.14,
155
+ "eval_avg_sts": 0.7915329396525467,
156
+ "eval_sickr_spearman": 0.767920913574835,
157
+ "eval_stsb_spearman": 0.8151449657302583,
158
+ "step": 2250
159
+ },
160
+ {
161
+ "epoch": 0.15,
162
+ "eval_avg_sts": 0.7871408433644984,
163
+ "eval_sickr_spearman": 0.7656207521580654,
164
+ "eval_stsb_spearman": 0.8086609345709314,
165
+ "step": 2375
166
+ },
167
+ {
168
+ "epoch": 0.16,
169
+ "learning_rate": 8.400102393446819e-06,
170
+ "loss": 0.0004,
171
+ "step": 2500
172
+ },
173
+ {
174
+ "epoch": 0.16,
175
+ "eval_avg_sts": 0.7961056571455418,
176
+ "eval_sickr_spearman": 0.7728497691422113,
177
+ "eval_stsb_spearman": 0.8193615451488724,
178
+ "step": 2500
179
+ },
180
+ {
181
+ "epoch": 0.17,
182
+ "eval_avg_sts": 0.797889284518303,
183
+ "eval_sickr_spearman": 0.7737841181584869,
184
+ "eval_stsb_spearman": 0.821994450878119,
185
+ "step": 2625
186
+ },
187
+ {
188
+ "epoch": 0.18,
189
+ "eval_avg_sts": 0.8076834297763748,
190
+ "eval_sickr_spearman": 0.7795960735569043,
191
+ "eval_stsb_spearman": 0.8357707859958452,
192
+ "step": 2750
193
+ },
194
+ {
195
+ "epoch": 0.18,
196
+ "eval_avg_sts": 0.8094598315742048,
197
+ "eval_sickr_spearman": 0.7826569995893524,
198
+ "eval_stsb_spearman": 0.8362626635590572,
199
+ "step": 2875
200
+ },
201
+ {
202
+ "epoch": 0.19,
203
+ "learning_rate": 8.080122872136184e-06,
204
+ "loss": 0.0004,
205
+ "step": 3000
206
+ },
207
+ {
208
+ "epoch": 0.19,
209
+ "eval_avg_sts": 0.8073096095705694,
210
+ "eval_sickr_spearman": 0.7816718336677553,
211
+ "eval_stsb_spearman": 0.8329473854733834,
212
+ "step": 3000
213
+ },
214
+ {
215
+ "epoch": 0.2,
216
+ "eval_avg_sts": 0.8011518883834527,
217
+ "eval_sickr_spearman": 0.7773814075006944,
218
+ "eval_stsb_spearman": 0.824922369266211,
219
+ "step": 3125
220
+ },
221
+ {
222
+ "epoch": 0.21,
223
+ "eval_avg_sts": 0.8042032043961311,
224
+ "eval_sickr_spearman": 0.7785283902030365,
225
+ "eval_stsb_spearman": 0.8298780185892256,
226
+ "step": 3250
227
+ },
228
+ {
229
+ "epoch": 0.22,
230
+ "eval_avg_sts": 0.7998679494915892,
231
+ "eval_sickr_spearman": 0.7764289507591766,
232
+ "eval_stsb_spearman": 0.8233069482240019,
233
+ "step": 3375
234
+ },
235
+ {
236
+ "epoch": 0.22,
237
+ "learning_rate": 7.760143350825547e-06,
238
+ "loss": 0.0007,
239
+ "step": 3500
240
+ },
241
+ {
242
+ "epoch": 0.22,
243
+ "eval_avg_sts": 0.8063843789314207,
244
+ "eval_sickr_spearman": 0.7847530768561116,
245
+ "eval_stsb_spearman": 0.8280156810067297,
246
+ "step": 3500
247
+ },
248
+ {
249
+ "epoch": 0.23,
250
+ "eval_avg_sts": 0.8012493451189945,
251
+ "eval_sickr_spearman": 0.780463995559891,
252
+ "eval_stsb_spearman": 0.822034694678098,
253
+ "step": 3625
254
+ },
255
+ {
256
+ "epoch": 0.24,
257
+ "eval_avg_sts": 0.7878526976938728,
258
+ "eval_sickr_spearman": 0.7717850156855313,
259
+ "eval_stsb_spearman": 0.8039203797022143,
260
+ "step": 3750
261
+ },
262
+ {
263
+ "epoch": 0.25,
264
+ "eval_avg_sts": 0.789256789304419,
265
+ "eval_sickr_spearman": 0.7713525436481825,
266
+ "eval_stsb_spearman": 0.8071610349606555,
267
+ "step": 3875
268
+ },
269
+ {
270
+ "epoch": 0.26,
271
+ "learning_rate": 7.440163829514912e-06,
272
+ "loss": 0.0005,
273
+ "step": 4000
274
+ },
275
+ {
276
+ "epoch": 0.26,
277
+ "eval_avg_sts": 0.7949974539902241,
278
+ "eval_sickr_spearman": 0.7751448872933301,
279
+ "eval_stsb_spearman": 0.8148500206871182,
280
+ "step": 4000
281
+ },
282
+ {
283
+ "epoch": 0.26,
284
+ "eval_avg_sts": 0.7983176661936285,
285
+ "eval_sickr_spearman": 0.7787147989077179,
286
+ "eval_stsb_spearman": 0.8179205334795392,
287
+ "step": 4125
288
+ },
289
+ {
290
+ "epoch": 0.27,
291
+ "eval_avg_sts": 0.8011537162173987,
292
+ "eval_sickr_spearman": 0.7797869011229179,
293
+ "eval_stsb_spearman": 0.8225205313118794,
294
+ "step": 4250
295
+ },
296
+ {
297
+ "epoch": 0.28,
298
+ "eval_avg_sts": 0.8017265968939464,
299
+ "eval_sickr_spearman": 0.7797175922435428,
300
+ "eval_stsb_spearman": 0.8237356015443501,
301
+ "step": 4375
302
+ },
303
+ {
304
+ "epoch": 0.29,
305
+ "learning_rate": 7.120184308204276e-06,
306
+ "loss": 0.0006,
307
+ "step": 4500
308
+ },
309
+ {
310
+ "epoch": 0.29,
311
+ "eval_avg_sts": 0.7954208465844541,
312
+ "eval_sickr_spearman": 0.7741096729640344,
313
+ "eval_stsb_spearman": 0.8167320202048738,
314
+ "step": 4500
315
+ },
316
+ {
317
+ "epoch": 0.3,
318
+ "eval_avg_sts": 0.7920347843147073,
319
+ "eval_sickr_spearman": 0.7712112361477516,
320
+ "eval_stsb_spearman": 0.8128583324816632,
321
+ "step": 4625
322
+ },
323
+ {
324
+ "epoch": 0.3,
325
+ "eval_avg_sts": 0.7892462337813722,
326
+ "eval_sickr_spearman": 0.7675803250345374,
327
+ "eval_stsb_spearman": 0.8109121425282069,
328
+ "step": 4750
329
+ },
330
+ {
331
+ "epoch": 0.31,
332
+ "eval_avg_sts": 0.7906076744998956,
333
+ "eval_sickr_spearman": 0.7698981083276131,
334
+ "eval_stsb_spearman": 0.811317240672178,
335
+ "step": 4875
336
+ },
337
+ {
338
+ "epoch": 0.32,
339
+ "learning_rate": 6.800204786893639e-06,
340
+ "loss": 0.0003,
341
+ "step": 5000
342
+ },
343
+ {
344
+ "epoch": 0.32,
345
+ "eval_avg_sts": 0.7936889300507597,
346
+ "eval_sickr_spearman": 0.771515849393072,
347
+ "eval_stsb_spearman": 0.8158620107084473,
348
+ "step": 5000
349
+ },
350
+ {
351
+ "epoch": 0.33,
352
+ "eval_avg_sts": 0.795947295315311,
353
+ "eval_sickr_spearman": 0.7723795926902337,
354
+ "eval_stsb_spearman": 0.8195149979403883,
355
+ "step": 5125
356
+ },
357
+ {
358
+ "epoch": 0.34,
359
+ "eval_avg_sts": 0.7853385790441166,
360
+ "eval_sickr_spearman": 0.7590891467668007,
361
+ "eval_stsb_spearman": 0.8115880113214325,
362
+ "step": 5250
363
+ },
364
+ {
365
+ "epoch": 0.34,
366
+ "eval_avg_sts": 0.7705051643120862,
367
+ "eval_sickr_spearman": 0.7443019076292519,
368
+ "eval_stsb_spearman": 0.7967084209949203,
369
+ "step": 5375
370
+ },
371
+ {
372
+ "epoch": 0.35,
373
+ "learning_rate": 6.480225265583003e-06,
374
+ "loss": 0.0005,
375
+ "step": 5500
376
+ },
377
+ {
378
+ "epoch": 0.35,
379
+ "eval_avg_sts": 0.7907964258469622,
380
+ "eval_sickr_spearman": 0.7614572241610039,
381
+ "eval_stsb_spearman": 0.8201356275329206,
382
+ "step": 5500
383
+ },
384
+ {
385
+ "epoch": 0.36,
386
+ "eval_avg_sts": 0.7921176828014587,
387
+ "eval_sickr_spearman": 0.7642644018845545,
388
+ "eval_stsb_spearman": 0.819970963718363,
389
+ "step": 5625
390
+ },
391
+ {
392
+ "epoch": 0.37,
393
+ "eval_avg_sts": 0.7968607448341978,
394
+ "eval_sickr_spearman": 0.7683329723940726,
395
+ "eval_stsb_spearman": 0.825388517274323,
396
+ "step": 5750
397
+ },
398
+ {
399
+ "epoch": 0.38,
400
+ "eval_avg_sts": 0.7976863770446964,
401
+ "eval_sickr_spearman": 0.7699123310715607,
402
+ "eval_stsb_spearman": 0.8254604230178321,
403
+ "step": 5875
404
+ },
405
+ {
406
+ "epoch": 0.38,
407
+ "learning_rate": 6.1602457442723675e-06,
408
+ "loss": 0.0002,
409
+ "step": 6000
410
+ },
411
+ {
412
+ "epoch": 0.38,
413
+ "eval_avg_sts": 0.7994668096008009,
414
+ "eval_sickr_spearman": 0.771331217839144,
415
+ "eval_stsb_spearman": 0.8276024013624578,
416
+ "step": 6000
417
+ },
418
+ {
419
+ "epoch": 0.39,
420
+ "eval_avg_sts": 0.794729526056908,
421
+ "eval_sickr_spearman": 0.7672111099577826,
422
+ "eval_stsb_spearman": 0.8222479421560336,
423
+ "step": 6125
424
+ },
425
+ {
426
+ "epoch": 0.4,
427
+ "eval_avg_sts": 0.795235400500955,
428
+ "eval_sickr_spearman": 0.7679053034668677,
429
+ "eval_stsb_spearman": 0.8225654975350422,
430
+ "step": 6250
431
+ },
432
+ {
433
+ "epoch": 0.41,
434
+ "eval_avg_sts": 0.7944326246735636,
435
+ "eval_sickr_spearman": 0.7672546261356856,
436
+ "eval_stsb_spearman": 0.8216106232114415,
437
+ "step": 6375
438
+ },
439
+ {
440
+ "epoch": 0.42,
441
+ "learning_rate": 5.840266222961732e-06,
442
+ "loss": 0.0003,
443
+ "step": 6500
444
+ },
445
+ {
446
+ "epoch": 0.42,
447
+ "eval_avg_sts": 0.7986839621065949,
448
+ "eval_sickr_spearman": 0.7724915051565845,
449
+ "eval_stsb_spearman": 0.8248764190566051,
450
+ "step": 6500
451
+ },
452
+ {
453
+ "epoch": 0.42,
454
+ "eval_avg_sts": 0.7975713516762131,
455
+ "eval_sickr_spearman": 0.7717222390359516,
456
+ "eval_stsb_spearman": 0.8234204643164746,
457
+ "step": 6625
458
+ },
459
+ {
460
+ "epoch": 0.43,
461
+ "eval_avg_sts": 0.797016157457973,
462
+ "eval_sickr_spearman": 0.7719195988317609,
463
+ "eval_stsb_spearman": 0.8221127160841852,
464
+ "step": 6750
465
+ },
466
+ {
467
+ "epoch": 0.44,
468
+ "eval_avg_sts": 0.7981065290191448,
469
+ "eval_sickr_spearman": 0.7723574983835721,
470
+ "eval_stsb_spearman": 0.8238555596547175,
471
+ "step": 6875
472
+ },
473
+ {
474
+ "epoch": 0.45,
475
+ "learning_rate": 5.520286701651095e-06,
476
+ "loss": 0.0002,
477
+ "step": 7000
478
+ },
479
+ {
480
+ "epoch": 0.45,
481
+ "eval_avg_sts": 0.794247421496165,
482
+ "eval_sickr_spearman": 0.7691365327211322,
483
+ "eval_stsb_spearman": 0.8193583102711979,
484
+ "step": 7000
485
+ },
486
+ {
487
+ "epoch": 0.46,
488
+ "eval_avg_sts": 0.7948016455050979,
489
+ "eval_sickr_spearman": 0.7697465277093963,
490
+ "eval_stsb_spearman": 0.8198567633007994,
491
+ "step": 7125
492
+ },
493
+ {
494
+ "epoch": 0.46,
495
+ "eval_avg_sts": 0.8016506160778312,
496
+ "eval_sickr_spearman": 0.7711050874135733,
497
+ "eval_stsb_spearman": 0.8321961447420889,
498
+ "step": 7250
499
+ },
500
+ {
501
+ "epoch": 0.47,
502
+ "eval_avg_sts": 0.8006808507853271,
503
+ "eval_sickr_spearman": 0.771960281174679,
504
+ "eval_stsb_spearman": 0.8294014203959752,
505
+ "step": 7375
506
+ },
507
+ {
508
+ "epoch": 0.48,
509
+ "learning_rate": 5.200307180340458e-06,
510
+ "loss": 0.0002,
511
+ "step": 7500
512
+ },
513
+ {
514
+ "epoch": 0.48,
515
+ "eval_avg_sts": 0.8018251757415639,
516
+ "eval_sickr_spearman": 0.7727575494274502,
517
+ "eval_stsb_spearman": 0.8308928020556775,
518
+ "step": 7500
519
+ },
520
+ {
521
+ "epoch": 0.49,
522
+ "eval_avg_sts": 0.803004866092661,
523
+ "eval_sickr_spearman": 0.7736833008765683,
524
+ "eval_stsb_spearman": 0.8323264313087536,
525
+ "step": 7625
526
+ },
527
+ {
528
+ "epoch": 0.5,
529
+ "eval_avg_sts": 0.8038993525909374,
530
+ "eval_sickr_spearman": 0.7753128520550592,
531
+ "eval_stsb_spearman": 0.8324858531268156,
532
+ "step": 7750
533
+ },
534
+ {
535
+ "epoch": 0.5,
536
+ "eval_avg_sts": 0.8041681113226734,
537
+ "eval_sickr_spearman": 0.7751615060544277,
538
+ "eval_stsb_spearman": 0.8331747165909191,
539
+ "step": 7875
540
+ },
541
+ {
542
+ "epoch": 0.51,
543
+ "learning_rate": 4.8803276590298225e-06,
544
+ "loss": 0.0002,
545
+ "step": 8000
546
+ },
547
+ {
548
+ "epoch": 0.51,
549
+ "eval_avg_sts": 0.8018348905135586,
550
+ "eval_sickr_spearman": 0.7739083746179073,
551
+ "eval_stsb_spearman": 0.8297614064092099,
552
+ "step": 8000
553
+ },
554
+ {
555
+ "epoch": 0.52,
556
+ "eval_avg_sts": 0.8018628636791422,
557
+ "eval_sickr_spearman": 0.773909095084429,
558
+ "eval_stsb_spearman": 0.8298166322738554,
559
+ "step": 8125
560
+ },
561
+ {
562
+ "epoch": 0.53,
563
+ "eval_avg_sts": 0.8007180571037122,
564
+ "eval_sickr_spearman": 0.7734595239749681,
565
+ "eval_stsb_spearman": 0.8279765902324565,
566
+ "step": 8250
567
+ },
568
+ {
569
+ "epoch": 0.54,
570
+ "eval_avg_sts": 0.8013781529559565,
571
+ "eval_sickr_spearman": 0.7741623150512106,
572
+ "eval_stsb_spearman": 0.8285939908607025,
573
+ "step": 8375
574
+ },
575
+ {
576
+ "epoch": 0.54,
577
+ "learning_rate": 4.560348137719187e-06,
578
+ "loss": 0.0001,
579
+ "step": 8500
580
+ },
581
+ {
582
+ "epoch": 0.54,
583
+ "eval_avg_sts": 0.8011023693716508,
584
+ "eval_sickr_spearman": 0.773219416498879,
585
+ "eval_stsb_spearman": 0.8289853222444226,
586
+ "step": 8500
587
+ },
588
+ {
589
+ "epoch": 0.55,
590
+ "eval_avg_sts": 0.8010778307928474,
591
+ "eval_sickr_spearman": 0.7739564057193454,
592
+ "eval_stsb_spearman": 0.8281992558663496,
593
+ "step": 8625
594
+ },
595
+ {
596
+ "epoch": 0.56,
597
+ "eval_avg_sts": 0.7930314341293583,
598
+ "eval_sickr_spearman": 0.768819671544945,
599
+ "eval_stsb_spearman": 0.8172431967137714,
600
+ "step": 8750
601
+ },
602
+ {
603
+ "epoch": 0.57,
604
+ "eval_avg_sts": 0.8008054784067702,
605
+ "eval_sickr_spearman": 0.77372042891798,
606
+ "eval_stsb_spearman": 0.8278905278955604,
607
+ "step": 8875
608
+ },
609
+ {
610
+ "epoch": 0.58,
611
+ "learning_rate": 4.24036861640855e-06,
612
+ "loss": 0.0002,
613
+ "step": 9000
614
+ },
615
+ {
616
+ "epoch": 0.58,
617
+ "eval_avg_sts": 0.8000783181562559,
618
+ "eval_sickr_spearman": 0.7738420436668213,
619
+ "eval_stsb_spearman": 0.8263145926456905,
620
+ "step": 9000
621
+ },
622
+ {
623
+ "epoch": 0.58,
624
+ "eval_avg_sts": 0.7973449571834637,
625
+ "eval_sickr_spearman": 0.7723996696906348,
626
+ "eval_stsb_spearman": 0.8222902446762925,
627
+ "step": 9125
628
+ },
629
+ {
630
+ "epoch": 0.59,
631
+ "eval_avg_sts": 0.7988496681005242,
632
+ "eval_sickr_spearman": 0.7730466966581075,
633
+ "eval_stsb_spearman": 0.8246526395429409,
634
+ "step": 9250
635
+ },
636
+ {
637
+ "epoch": 0.6,
638
+ "eval_avg_sts": 0.7993298924498625,
639
+ "eval_sickr_spearman": 0.7727984719258754,
640
+ "eval_stsb_spearman": 0.8258613129738497,
641
+ "step": 9375
642
+ },
643
+ {
644
+ "epoch": 0.61,
645
+ "learning_rate": 3.920389095097914e-06,
646
+ "loss": 0.0003,
647
+ "step": 9500
648
+ },
649
+ {
650
+ "epoch": 0.61,
651
+ "eval_avg_sts": 0.7965436121884861,
652
+ "eval_sickr_spearman": 0.7714783851339504,
653
+ "eval_stsb_spearman": 0.8216088392430219,
654
+ "step": 9500
655
+ },
656
+ {
657
+ "epoch": 0.62,
658
+ "eval_avg_sts": 0.7965626735690534,
659
+ "eval_sickr_spearman": 0.7711964425685087,
660
+ "eval_stsb_spearman": 0.821928904569598,
661
+ "step": 9625
662
+ },
663
+ {
664
+ "epoch": 0.62,
665
+ "eval_avg_sts": 0.8151815992402154,
666
+ "eval_sickr_spearman": 0.7837182948067288,
667
+ "eval_stsb_spearman": 0.846644903673702,
668
+ "step": 9750
669
+ },
670
+ {
671
+ "epoch": 0.63,
672
+ "eval_avg_sts": 0.8133407145565232,
673
+ "eval_sickr_spearman": 0.781603293286003,
674
+ "eval_stsb_spearman": 0.8450781358270435,
675
+ "step": 9875
676
+ },
677
+ {
678
+ "epoch": 0.64,
679
+ "learning_rate": 3.600409573787278e-06,
680
+ "loss": 0.0003,
681
+ "step": 10000
682
+ },
683
+ {
684
+ "epoch": 0.64,
685
+ "eval_avg_sts": 0.8124932154038879,
686
+ "eval_sickr_spearman": 0.7823626649997396,
687
+ "eval_stsb_spearman": 0.8426237658080361,
688
+ "step": 10000
689
+ },
690
+ {
691
+ "epoch": 0.65,
692
+ "eval_avg_sts": 0.8115787916906023,
693
+ "eval_sickr_spearman": 0.7813677967956519,
694
+ "eval_stsb_spearman": 0.8417897865855526,
695
+ "step": 10125
696
+ },
697
+ {
698
+ "epoch": 0.66,
699
+ "eval_avg_sts": 0.8119336290772945,
700
+ "eval_sickr_spearman": 0.7792161955756303,
701
+ "eval_stsb_spearman": 0.8446510625789586,
702
+ "step": 10250
703
+ },
704
+ {
705
+ "epoch": 0.66,
706
+ "eval_avg_sts": 0.8115907034881888,
707
+ "eval_sickr_spearman": 0.78014233127356,
708
+ "eval_stsb_spearman": 0.8430390757028176,
709
+ "step": 10375
710
+ },
711
+ {
712
+ "epoch": 0.67,
713
+ "learning_rate": 3.280430052476642e-06,
714
+ "loss": 0.0002,
715
+ "step": 10500
716
+ },
717
+ {
718
+ "epoch": 0.67,
719
+ "eval_avg_sts": 0.8104476252807031,
720
+ "eval_sickr_spearman": 0.7828967228166299,
721
+ "eval_stsb_spearman": 0.8379985277447765,
722
+ "step": 10500
723
+ },
724
+ {
725
+ "epoch": 0.68,
726
+ "eval_avg_sts": 0.8102305253603619,
727
+ "eval_sickr_spearman": 0.7820164087894723,
728
+ "eval_stsb_spearman": 0.8384446419312516,
729
+ "step": 10625
730
+ },
731
+ {
732
+ "epoch": 0.69,
733
+ "eval_avg_sts": 0.8097882331288244,
734
+ "eval_sickr_spearman": 0.7812608315327494,
735
+ "eval_stsb_spearman": 0.8383156347248993,
736
+ "step": 10750
737
+ },
738
+ {
739
+ "epoch": 0.7,
740
+ "eval_avg_sts": 0.8093084729110784,
741
+ "eval_sickr_spearman": 0.7823192929151409,
742
+ "eval_stsb_spearman": 0.836297652907016,
743
+ "step": 10875
744
+ },
745
+ {
746
+ "epoch": 0.7,
747
+ "learning_rate": 2.960450531166006e-06,
748
+ "loss": 0.0001,
749
+ "step": 11000
750
+ },
751
+ {
752
+ "epoch": 0.7,
753
+ "eval_avg_sts": 0.8099056196812371,
754
+ "eval_sickr_spearman": 0.7821833648980712,
755
+ "eval_stsb_spearman": 0.837627874464403,
756
+ "step": 11000
757
+ },
758
+ {
759
+ "epoch": 0.71,
760
+ "eval_avg_sts": 0.8088954804536845,
761
+ "eval_sickr_spearman": 0.781711171139833,
762
+ "eval_stsb_spearman": 0.8360797897675362,
763
+ "step": 11125
764
+ },
765
+ {
766
+ "epoch": 0.72,
767
+ "eval_avg_sts": 0.8078360242726743,
768
+ "eval_sickr_spearman": 0.7812626086835025,
769
+ "eval_stsb_spearman": 0.8344094398618461,
770
+ "step": 11250
771
+ },
772
+ {
773
+ "epoch": 0.73,
774
+ "eval_avg_sts": 0.8064158612496863,
775
+ "eval_sickr_spearman": 0.7790308435551806,
776
+ "eval_stsb_spearman": 0.8338008789441921,
777
+ "step": 11375
778
+ },
779
+ {
780
+ "epoch": 0.74,
781
+ "learning_rate": 2.640471009855369e-06,
782
+ "loss": 0.0002,
783
+ "step": 11500
784
+ },
785
+ {
786
+ "epoch": 0.74,
787
+ "eval_avg_sts": 0.8062047487025639,
788
+ "eval_sickr_spearman": 0.7787426089154506,
789
+ "eval_stsb_spearman": 0.8336668884896772,
790
+ "step": 11500
791
+ },
792
+ {
793
+ "epoch": 0.74,
794
+ "eval_avg_sts": 0.8045069953131643,
795
+ "eval_sickr_spearman": 0.778478774075251,
796
+ "eval_stsb_spearman": 0.8305352165510776,
797
+ "step": 11625
798
+ },
799
+ {
800
+ "epoch": 0.75,
801
+ "eval_avg_sts": 0.803837740393073,
802
+ "eval_sickr_spearman": 0.7792353599851041,
803
+ "eval_stsb_spearman": 0.828440120801042,
804
+ "step": 11750
805
+ },
806
+ {
807
+ "epoch": 0.76,
808
+ "eval_avg_sts": 0.8057568273780229,
809
+ "eval_sickr_spearman": 0.7798796011486935,
810
+ "eval_stsb_spearman": 0.8316340536073524,
811
+ "step": 11875
812
+ },
813
+ {
814
+ "epoch": 0.77,
815
+ "learning_rate": 2.3204914885447333e-06,
816
+ "loss": 0.0003,
817
+ "step": 12000
818
+ },
819
+ {
820
+ "epoch": 0.77,
821
+ "eval_avg_sts": 0.8082419639074342,
822
+ "eval_sickr_spearman": 0.7811977186654596,
823
+ "eval_stsb_spearman": 0.8352862091494088,
824
+ "step": 12000
825
+ },
826
+ {
827
+ "epoch": 0.78,
828
+ "eval_avg_sts": 0.8068636148311418,
829
+ "eval_sickr_spearman": 0.780421343941814,
830
+ "eval_stsb_spearman": 0.8333058857204696,
831
+ "step": 12125
832
+ },
833
+ {
834
+ "epoch": 0.78,
835
+ "eval_avg_sts": 0.8061658395612952,
836
+ "eval_sickr_spearman": 0.7795610108528546,
837
+ "eval_stsb_spearman": 0.8327706682697357,
838
+ "step": 12250
839
+ },
840
+ {
841
+ "epoch": 0.79,
842
+ "eval_avg_sts": 0.8079201453234057,
843
+ "eval_sickr_spearman": 0.7817473865903174,
844
+ "eval_stsb_spearman": 0.8340929040564942,
845
+ "step": 12375
846
+ },
847
+ {
848
+ "epoch": 0.8,
849
+ "learning_rate": 2.000511967234097e-06,
850
+ "loss": 0.0004,
851
+ "step": 12500
852
+ },
853
+ {
854
+ "epoch": 0.8,
855
+ "eval_avg_sts": 0.8067038392243449,
856
+ "eval_sickr_spearman": 0.7809990620299117,
857
+ "eval_stsb_spearman": 0.8324086164187781,
858
+ "step": 12500
859
+ },
860
+ {
861
+ "epoch": 0.81,
862
+ "eval_avg_sts": 0.8065569387711908,
863
+ "eval_sickr_spearman": 0.7809066021596432,
864
+ "eval_stsb_spearman": 0.8322072753827385,
865
+ "step": 12625
866
+ },
867
+ {
868
+ "epoch": 0.82,
869
+ "eval_avg_sts": 0.8076585976169773,
870
+ "eval_sickr_spearman": 0.7825363454625398,
871
+ "eval_stsb_spearman": 0.8327808497714149,
872
+ "step": 12750
873
+ },
874
+ {
875
+ "epoch": 0.82,
876
+ "eval_avg_sts": 0.807540679281871,
877
+ "eval_sickr_spearman": 0.7822868719216702,
878
+ "eval_stsb_spearman": 0.8327944866420718,
879
+ "step": 12875
880
+ },
881
+ {
882
+ "epoch": 0.83,
883
+ "learning_rate": 1.6805324459234608e-06,
884
+ "loss": 0.0002,
885
+ "step": 13000
886
+ },
887
+ {
888
+ "epoch": 0.83,
889
+ "eval_avg_sts": 0.8088561109375074,
890
+ "eval_sickr_spearman": 0.782293644306973,
891
+ "eval_stsb_spearman": 0.8354185775680419,
892
+ "step": 13000
893
+ },
894
+ {
895
+ "epoch": 0.84,
896
+ "eval_avg_sts": 0.8091518230287003,
897
+ "eval_sickr_spearman": 0.782567277491866,
898
+ "eval_stsb_spearman": 0.8357363685655345,
899
+ "step": 13125
900
+ },
901
+ {
902
+ "epoch": 0.85,
903
+ "eval_avg_sts": 0.8080911332689825,
904
+ "eval_sickr_spearman": 0.781686291029288,
905
+ "eval_stsb_spearman": 0.834495975508677,
906
+ "step": 13250
907
+ },
908
+ {
909
+ "epoch": 0.86,
910
+ "eval_avg_sts": 0.808319352838154,
911
+ "eval_sickr_spearman": 0.7820563226347674,
912
+ "eval_stsb_spearman": 0.8345823830415405,
913
+ "step": 13375
914
+ },
915
+ {
916
+ "epoch": 0.86,
917
+ "learning_rate": 1.3605529246128248e-06,
918
+ "loss": 0.0002,
919
+ "step": 13500
920
+ },
921
+ {
922
+ "epoch": 0.86,
923
+ "eval_avg_sts": 0.8078707451193119,
924
+ "eval_sickr_spearman": 0.7816650612824524,
925
+ "eval_stsb_spearman": 0.8340764289561713,
926
+ "step": 13500
927
+ },
928
+ {
929
+ "epoch": 0.87,
930
+ "eval_avg_sts": 0.8078035266499075,
931
+ "eval_sickr_spearman": 0.7814631385320067,
932
+ "eval_stsb_spearman": 0.8341439147678084,
933
+ "step": 13625
934
+ },
935
+ {
936
+ "epoch": 0.88,
937
+ "eval_avg_sts": 0.8081068218462715,
938
+ "eval_sickr_spearman": 0.7814149153061628,
939
+ "eval_stsb_spearman": 0.83479872838638,
940
+ "step": 13750
941
+ },
942
+ {
943
+ "epoch": 0.89,
944
+ "eval_avg_sts": 0.8078873563713755,
945
+ "eval_sickr_spearman": 0.7812975753253495,
946
+ "eval_stsb_spearman": 0.8344771374174016,
947
+ "step": 13875
948
+ },
949
+ {
950
+ "epoch": 0.9,
951
+ "learning_rate": 1.0405734033021888e-06,
952
+ "loss": 0.0001,
953
+ "step": 14000
954
+ },
955
+ {
956
+ "epoch": 0.9,
957
+ "eval_avg_sts": 0.8076536250964819,
958
+ "eval_sickr_spearman": 0.7811343176115614,
959
+ "eval_stsb_spearman": 0.8341729325814025,
960
+ "step": 14000
961
+ },
962
+ {
963
+ "epoch": 0.9,
964
+ "eval_avg_sts": 0.808264708696997,
965
+ "eval_sickr_spearman": 0.781519959325008,
966
+ "eval_stsb_spearman": 0.8350094580689861,
967
+ "step": 14125
968
+ },
969
+ {
970
+ "epoch": 0.91,
971
+ "eval_avg_sts": 0.8081160617292164,
972
+ "eval_sickr_spearman": 0.7813509859101486,
973
+ "eval_stsb_spearman": 0.8348811375482841,
974
+ "step": 14250
975
+ },
976
+ {
977
+ "epoch": 0.92,
978
+ "eval_avg_sts": 0.8079808418885974,
979
+ "eval_sickr_spearman": 0.7813589110418859,
980
+ "eval_stsb_spearman": 0.8346027727353089,
981
+ "step": 14375
982
+ },
983
+ {
984
+ "epoch": 0.93,
985
+ "learning_rate": 7.205938819915525e-07,
986
+ "loss": 0.0001,
987
+ "step": 14500
988
+ },
989
+ {
990
+ "epoch": 0.93,
991
+ "eval_avg_sts": 0.807857763516069,
992
+ "eval_sickr_spearman": 0.7812119839025867,
993
+ "eval_stsb_spearman": 0.8345035431295512,
994
+ "step": 14500
995
+ },
996
+ {
997
+ "epoch": 0.94,
998
+ "eval_avg_sts": 0.8078723757771976,
999
+ "eval_sickr_spearman": 0.7811225980228105,
1000
+ "eval_stsb_spearman": 0.8346221535315848,
1001
+ "step": 14625
1002
+ },
1003
+ {
1004
+ "epoch": 0.94,
1005
+ "eval_avg_sts": 0.8076256348401094,
1006
+ "eval_sickr_spearman": 0.7807085218973124,
1007
+ "eval_stsb_spearman": 0.8345427477829063,
1008
+ "step": 14750
1009
+ },
1010
+ {
1011
+ "epoch": 0.95,
1012
+ "eval_avg_sts": 0.807561552002372,
1013
+ "eval_sickr_spearman": 0.7807236516942655,
1014
+ "eval_stsb_spearman": 0.8343994523104786,
1015
+ "step": 14875
1016
+ },
1017
+ {
1018
+ "epoch": 0.96,
1019
+ "learning_rate": 4.0061436068091647e-07,
1020
+ "loss": 0.0002,
1021
+ "step": 15000
1022
+ },
1023
+ {
1024
+ "epoch": 0.96,
1025
+ "eval_avg_sts": 0.8071056385688217,
1026
+ "eval_sickr_spearman": 0.7804617861292249,
1027
+ "eval_stsb_spearman": 0.8337494910084184,
1028
+ "step": 15000
1029
+ },
1030
+ {
1031
+ "epoch": 0.97,
1032
+ "eval_avg_sts": 0.8072176202500672,
1033
+ "eval_sickr_spearman": 0.7806607789824831,
1034
+ "eval_stsb_spearman": 0.8337744615176512,
1035
+ "step": 15125
1036
+ },
1037
+ {
1038
+ "epoch": 0.98,
1039
+ "eval_avg_sts": 0.8069637618748426,
1040
+ "eval_sickr_spearman": 0.7803758104576507,
1041
+ "eval_stsb_spearman": 0.8335517132920346,
1042
+ "step": 15250
1043
+ },
1044
+ {
1045
+ "epoch": 0.98,
1046
+ "eval_avg_sts": 0.8071120078313754,
1047
+ "eval_sickr_spearman": 0.7805422382241337,
1048
+ "eval_stsb_spearman": 0.8336817774386172,
1049
+ "step": 15375
1050
+ },
1051
+ {
1052
+ "epoch": 0.99,
1053
+ "learning_rate": 8.06348393702803e-08,
1054
+ "loss": 0.0002,
1055
+ "step": 15500
1056
+ },
1057
+ {
1058
+ "epoch": 0.99,
1059
+ "eval_avg_sts": 0.8071405000997522,
1060
+ "eval_sickr_spearman": 0.7806282619268093,
1061
+ "eval_stsb_spearman": 0.8336527382726953,
1062
+ "step": 15500
1063
+ },
1064
+ {
1065
+ "epoch": 1.0,
1066
+ "eval_avg_sts": 0.8071312391718575,
1067
+ "eval_sickr_spearman": 0.7806449767501098,
1068
+ "eval_stsb_spearman": 0.8336175015936051,
1069
+ "step": 15625
1070
+ },
1071
+ {
1072
+ "epoch": 1.0,
1073
+ "step": 15626,
1074
+ "train_runtime": 9225.5566,
1075
+ "train_samples_per_second": 1.694
1076
+ }
1077
+ ],
1078
+ "max_steps": 15626,
1079
+ "num_train_epochs": 1,
1080
+ "total_flos": 129097571734978560,
1081
+ "trial_name": null,
1082
+ "trial_params": null
1083
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:1d74feace821f4610f5e4a194af99c57044ec58bf0c62ef40b1412d13c4bd6e5
3
+ size 2159
vocab.txt ADDED
The diff for this file is too large to render. See raw diff