Upload 9 files
Browse files- config.json +24 -0
- eval_results.txt +12 -0
- pytorch_model.bin +3 -0
- special_tokens_map.json +1 -0
- tokenizer_config.json +1 -0
- train_results.txt +3 -0
- trainer_state.json +808 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
ADDED
@@ -0,0 +1,24 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "checkpoints/multicse-bert-base-uncased",
|
3 |
+
"architectures": [
|
4 |
+
"BertForCL"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"gradient_checkpointing": false,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 768,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"intermediate_size": 3072,
|
13 |
+
"layer_norm_eps": 1e-12,
|
14 |
+
"max_position_embeddings": 512,
|
15 |
+
"model_type": "bert",
|
16 |
+
"num_attention_heads": 12,
|
17 |
+
"num_hidden_layers": 12,
|
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 = 6.0
|
2 |
+
eval_CR = 88.58
|
3 |
+
eval_MPQA = 89.58
|
4 |
+
eval_MR = 81.09
|
5 |
+
eval_MRPC = 75.1
|
6 |
+
eval_SST2 = 86.58
|
7 |
+
eval_SUBJ = 93.96
|
8 |
+
eval_TREC = 77.73
|
9 |
+
eval_avg_sts = 0.8362939444102149
|
10 |
+
eval_avg_transfer = 84.66
|
11 |
+
eval_sickr_spearman = 0.8178701370488788
|
12 |
+
eval_stsb_spearman = 0.8547177517715511
|
pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cf03dbe1d532b1587652859a6f262a3ba76c53292c414f98118d25acd1151028
|
3 |
+
size 534271106
|
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, "special_tokens_map_file": null, "name_or_path": "/data/lyhe/data/bert-base-uncased"}
|
train_results.txt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
epoch = 6.0
|
2 |
+
train_runtime = 3739.6542
|
3 |
+
train_samples_per_second = 0.724
|
trainer_state.json
ADDED
@@ -0,0 +1,808 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.8362939444102149,
|
3 |
+
"best_model_checkpoint": "checkpoints/multicse-bert-base-uncased",
|
4 |
+
"epoch": 6.0,
|
5 |
+
"global_step": 2706,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.06,
|
12 |
+
"eval_avg_sts": 0.808172199263909,
|
13 |
+
"eval_sickr_spearman": 0.783590147828092,
|
14 |
+
"eval_stsb_spearman": 0.8327542506997261,
|
15 |
+
"step": 25
|
16 |
+
},
|
17 |
+
{
|
18 |
+
"epoch": 0.11,
|
19 |
+
"eval_avg_sts": 0.820794223239678,
|
20 |
+
"eval_sickr_spearman": 0.8053590918084821,
|
21 |
+
"eval_stsb_spearman": 0.8362293546708739,
|
22 |
+
"step": 50
|
23 |
+
},
|
24 |
+
{
|
25 |
+
"epoch": 0.17,
|
26 |
+
"eval_avg_sts": 0.8218985782625993,
|
27 |
+
"eval_sickr_spearman": 0.8010904717614742,
|
28 |
+
"eval_stsb_spearman": 0.8427066847637243,
|
29 |
+
"step": 75
|
30 |
+
},
|
31 |
+
{
|
32 |
+
"epoch": 0.22,
|
33 |
+
"eval_avg_sts": 0.8212197665999863,
|
34 |
+
"eval_sickr_spearman": 0.7985843529817378,
|
35 |
+
"eval_stsb_spearman": 0.8438551802182349,
|
36 |
+
"step": 100
|
37 |
+
},
|
38 |
+
{
|
39 |
+
"epoch": 0.28,
|
40 |
+
"eval_avg_sts": 0.8263710498747726,
|
41 |
+
"eval_sickr_spearman": 0.8055955008897605,
|
42 |
+
"eval_stsb_spearman": 0.8471465988597847,
|
43 |
+
"step": 125
|
44 |
+
},
|
45 |
+
{
|
46 |
+
"epoch": 0.33,
|
47 |
+
"eval_avg_sts": 0.8263231728376124,
|
48 |
+
"eval_sickr_spearman": 0.8046682604764976,
|
49 |
+
"eval_stsb_spearman": 0.8479780851987271,
|
50 |
+
"step": 150
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.39,
|
54 |
+
"eval_avg_sts": 0.8240636839647479,
|
55 |
+
"eval_sickr_spearman": 0.80153019649514,
|
56 |
+
"eval_stsb_spearman": 0.8465971714343559,
|
57 |
+
"step": 175
|
58 |
+
},
|
59 |
+
{
|
60 |
+
"epoch": 0.44,
|
61 |
+
"eval_avg_sts": 0.8305466429958255,
|
62 |
+
"eval_sickr_spearman": 0.8140019522945605,
|
63 |
+
"eval_stsb_spearman": 0.8470913336970906,
|
64 |
+
"step": 200
|
65 |
+
},
|
66 |
+
{
|
67 |
+
"epoch": 0.5,
|
68 |
+
"eval_avg_sts": 0.8212438683719858,
|
69 |
+
"eval_sickr_spearman": 0.796099127731127,
|
70 |
+
"eval_stsb_spearman": 0.8463886090128445,
|
71 |
+
"step": 225
|
72 |
+
},
|
73 |
+
{
|
74 |
+
"epoch": 0.55,
|
75 |
+
"eval_avg_sts": 0.8290131151517519,
|
76 |
+
"eval_sickr_spearman": 0.8127541523102997,
|
77 |
+
"eval_stsb_spearman": 0.8452720779932043,
|
78 |
+
"step": 250
|
79 |
+
},
|
80 |
+
{
|
81 |
+
"epoch": 0.61,
|
82 |
+
"eval_avg_sts": 0.8291875600829677,
|
83 |
+
"eval_sickr_spearman": 0.8103600420591169,
|
84 |
+
"eval_stsb_spearman": 0.8480150781068185,
|
85 |
+
"step": 275
|
86 |
+
},
|
87 |
+
{
|
88 |
+
"epoch": 0.67,
|
89 |
+
"eval_avg_sts": 0.8327962239942688,
|
90 |
+
"eval_sickr_spearman": 0.816952310731498,
|
91 |
+
"eval_stsb_spearman": 0.8486401372570397,
|
92 |
+
"step": 300
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 0.72,
|
96 |
+
"eval_avg_sts": 0.8330122790068915,
|
97 |
+
"eval_sickr_spearman": 0.8143033474560845,
|
98 |
+
"eval_stsb_spearman": 0.8517212105576986,
|
99 |
+
"step": 325
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 0.78,
|
103 |
+
"eval_avg_sts": 0.8334940457333329,
|
104 |
+
"eval_sickr_spearman": 0.8149612294524823,
|
105 |
+
"eval_stsb_spearman": 0.8520268620141834,
|
106 |
+
"step": 350
|
107 |
+
},
|
108 |
+
{
|
109 |
+
"epoch": 0.83,
|
110 |
+
"eval_avg_sts": 0.8359867680300406,
|
111 |
+
"eval_sickr_spearman": 0.8166730579077367,
|
112 |
+
"eval_stsb_spearman": 0.8553004781523443,
|
113 |
+
"step": 375
|
114 |
+
},
|
115 |
+
{
|
116 |
+
"epoch": 0.89,
|
117 |
+
"eval_avg_sts": 0.8362939444102149,
|
118 |
+
"eval_sickr_spearman": 0.8178701370488788,
|
119 |
+
"eval_stsb_spearman": 0.8547177517715511,
|
120 |
+
"step": 400
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 0.94,
|
124 |
+
"eval_avg_sts": 0.8269789550924258,
|
125 |
+
"eval_sickr_spearman": 0.8014972471595535,
|
126 |
+
"eval_stsb_spearman": 0.852460663025298,
|
127 |
+
"step": 425
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"epoch": 1.0,
|
131 |
+
"eval_avg_sts": 0.8271598937884023,
|
132 |
+
"eval_sickr_spearman": 0.8061173588068856,
|
133 |
+
"eval_stsb_spearman": 0.8482024287699189,
|
134 |
+
"step": 450
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 1.05,
|
138 |
+
"eval_avg_sts": 0.8282927205714137,
|
139 |
+
"eval_sickr_spearman": 0.8104696010014973,
|
140 |
+
"eval_stsb_spearman": 0.84611584014133,
|
141 |
+
"step": 475
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 1.11,
|
145 |
+
"learning_rate": 4.076127124907613e-05,
|
146 |
+
"loss": 0.4303,
|
147 |
+
"step": 500
|
148 |
+
},
|
149 |
+
{
|
150 |
+
"epoch": 1.11,
|
151 |
+
"eval_avg_sts": 0.8274629650840639,
|
152 |
+
"eval_sickr_spearman": 0.8056994401932726,
|
153 |
+
"eval_stsb_spearman": 0.8492264899748552,
|
154 |
+
"step": 500
|
155 |
+
},
|
156 |
+
{
|
157 |
+
"epoch": 1.16,
|
158 |
+
"eval_avg_sts": 0.8274341455051789,
|
159 |
+
"eval_sickr_spearman": 0.8072793272128764,
|
160 |
+
"eval_stsb_spearman": 0.8475889637974814,
|
161 |
+
"step": 525
|
162 |
+
},
|
163 |
+
{
|
164 |
+
"epoch": 1.22,
|
165 |
+
"eval_avg_sts": 0.8269940468993253,
|
166 |
+
"eval_sickr_spearman": 0.803170506640353,
|
167 |
+
"eval_stsb_spearman": 0.8508175871582977,
|
168 |
+
"step": 550
|
169 |
+
},
|
170 |
+
{
|
171 |
+
"epoch": 1.27,
|
172 |
+
"eval_avg_sts": 0.8288643821143353,
|
173 |
+
"eval_sickr_spearman": 0.8083313524276753,
|
174 |
+
"eval_stsb_spearman": 0.8493974118009953,
|
175 |
+
"step": 575
|
176 |
+
},
|
177 |
+
{
|
178 |
+
"epoch": 1.33,
|
179 |
+
"eval_avg_sts": 0.8342864948337284,
|
180 |
+
"eval_sickr_spearman": 0.8138802895146177,
|
181 |
+
"eval_stsb_spearman": 0.8546927001528392,
|
182 |
+
"step": 600
|
183 |
+
},
|
184 |
+
{
|
185 |
+
"epoch": 1.39,
|
186 |
+
"eval_avg_sts": 0.8270151161624402,
|
187 |
+
"eval_sickr_spearman": 0.8041265176833771,
|
188 |
+
"eval_stsb_spearman": 0.8499037146415034,
|
189 |
+
"step": 625
|
190 |
+
},
|
191 |
+
{
|
192 |
+
"epoch": 1.44,
|
193 |
+
"eval_avg_sts": 0.8279455772988316,
|
194 |
+
"eval_sickr_spearman": 0.8036888102559718,
|
195 |
+
"eval_stsb_spearman": 0.8522023443416914,
|
196 |
+
"step": 650
|
197 |
+
},
|
198 |
+
{
|
199 |
+
"epoch": 1.5,
|
200 |
+
"eval_avg_sts": 0.829012477308678,
|
201 |
+
"eval_sickr_spearman": 0.808486444854219,
|
202 |
+
"eval_stsb_spearman": 0.849538509763137,
|
203 |
+
"step": 675
|
204 |
+
},
|
205 |
+
{
|
206 |
+
"epoch": 1.55,
|
207 |
+
"eval_avg_sts": 0.8288300235840231,
|
208 |
+
"eval_sickr_spearman": 0.8088525379093803,
|
209 |
+
"eval_stsb_spearman": 0.848807509258666,
|
210 |
+
"step": 700
|
211 |
+
},
|
212 |
+
{
|
213 |
+
"epoch": 1.61,
|
214 |
+
"eval_avg_sts": 0.8305859335486241,
|
215 |
+
"eval_sickr_spearman": 0.8107295453224803,
|
216 |
+
"eval_stsb_spearman": 0.8504423217747678,
|
217 |
+
"step": 725
|
218 |
+
},
|
219 |
+
{
|
220 |
+
"epoch": 1.66,
|
221 |
+
"eval_avg_sts": 0.8280931139956361,
|
222 |
+
"eval_sickr_spearman": 0.8061409420776917,
|
223 |
+
"eval_stsb_spearman": 0.8500452859135805,
|
224 |
+
"step": 750
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 1.72,
|
228 |
+
"eval_avg_sts": 0.8302899379899211,
|
229 |
+
"eval_sickr_spearman": 0.8096262228913453,
|
230 |
+
"eval_stsb_spearman": 0.850953653088497,
|
231 |
+
"step": 775
|
232 |
+
},
|
233 |
+
{
|
234 |
+
"epoch": 1.77,
|
235 |
+
"eval_avg_sts": 0.8312188464560427,
|
236 |
+
"eval_sickr_spearman": 0.8104490436900817,
|
237 |
+
"eval_stsb_spearman": 0.8519886492220037,
|
238 |
+
"step": 800
|
239 |
+
},
|
240 |
+
{
|
241 |
+
"epoch": 1.83,
|
242 |
+
"eval_avg_sts": 0.8302662907658385,
|
243 |
+
"eval_sickr_spearman": 0.8117301772587404,
|
244 |
+
"eval_stsb_spearman": 0.8488024042729365,
|
245 |
+
"step": 825
|
246 |
+
},
|
247 |
+
{
|
248 |
+
"epoch": 1.88,
|
249 |
+
"eval_avg_sts": 0.83177529644248,
|
250 |
+
"eval_sickr_spearman": 0.8116331544338355,
|
251 |
+
"eval_stsb_spearman": 0.8519174384511247,
|
252 |
+
"step": 850
|
253 |
+
},
|
254 |
+
{
|
255 |
+
"epoch": 1.94,
|
256 |
+
"eval_avg_sts": 0.8342887017337668,
|
257 |
+
"eval_sickr_spearman": 0.8159248294095337,
|
258 |
+
"eval_stsb_spearman": 0.8526525740579998,
|
259 |
+
"step": 875
|
260 |
+
},
|
261 |
+
{
|
262 |
+
"epoch": 2.0,
|
263 |
+
"eval_avg_sts": 0.8335303856286564,
|
264 |
+
"eval_sickr_spearman": 0.8152034983281362,
|
265 |
+
"eval_stsb_spearman": 0.8518572729291767,
|
266 |
+
"step": 900
|
267 |
+
},
|
268 |
+
{
|
269 |
+
"epoch": 2.05,
|
270 |
+
"eval_avg_sts": 0.8316736063387226,
|
271 |
+
"eval_sickr_spearman": 0.8125293667555692,
|
272 |
+
"eval_stsb_spearman": 0.8508178459218759,
|
273 |
+
"step": 925
|
274 |
+
},
|
275 |
+
{
|
276 |
+
"epoch": 2.11,
|
277 |
+
"eval_avg_sts": 0.8280586113483762,
|
278 |
+
"eval_sickr_spearman": 0.809915706339713,
|
279 |
+
"eval_stsb_spearman": 0.8462015163570394,
|
280 |
+
"step": 950
|
281 |
+
},
|
282 |
+
{
|
283 |
+
"epoch": 2.16,
|
284 |
+
"eval_avg_sts": 0.8285809844295435,
|
285 |
+
"eval_sickr_spearman": 0.8105551443931586,
|
286 |
+
"eval_stsb_spearman": 0.8466068244659284,
|
287 |
+
"step": 975
|
288 |
+
},
|
289 |
+
{
|
290 |
+
"epoch": 2.22,
|
291 |
+
"learning_rate": 3.152254249815226e-05,
|
292 |
+
"loss": 0.2628,
|
293 |
+
"step": 1000
|
294 |
+
},
|
295 |
+
{
|
296 |
+
"epoch": 2.22,
|
297 |
+
"eval_avg_sts": 0.8304703081697632,
|
298 |
+
"eval_sickr_spearman": 0.8108091328575633,
|
299 |
+
"eval_stsb_spearman": 0.8501314834819631,
|
300 |
+
"step": 1000
|
301 |
+
},
|
302 |
+
{
|
303 |
+
"epoch": 2.27,
|
304 |
+
"eval_avg_sts": 0.8246676161757887,
|
305 |
+
"eval_sickr_spearman": 0.8022548417225369,
|
306 |
+
"eval_stsb_spearman": 0.8470803906290405,
|
307 |
+
"step": 1025
|
308 |
+
},
|
309 |
+
{
|
310 |
+
"epoch": 2.33,
|
311 |
+
"eval_avg_sts": 0.8247542776319872,
|
312 |
+
"eval_sickr_spearman": 0.8023693478683652,
|
313 |
+
"eval_stsb_spearman": 0.8471392073956092,
|
314 |
+
"step": 1050
|
315 |
+
},
|
316 |
+
{
|
317 |
+
"epoch": 2.38,
|
318 |
+
"eval_avg_sts": 0.8284712817725378,
|
319 |
+
"eval_sickr_spearman": 0.8063077540929862,
|
320 |
+
"eval_stsb_spearman": 0.8506348094520895,
|
321 |
+
"step": 1075
|
322 |
+
},
|
323 |
+
{
|
324 |
+
"epoch": 2.44,
|
325 |
+
"eval_avg_sts": 0.8267581222566869,
|
326 |
+
"eval_sickr_spearman": 0.8023707888014083,
|
327 |
+
"eval_stsb_spearman": 0.8511454557119653,
|
328 |
+
"step": 1100
|
329 |
+
},
|
330 |
+
{
|
331 |
+
"epoch": 2.49,
|
332 |
+
"eval_avg_sts": 0.8245678399799343,
|
333 |
+
"eval_sickr_spearman": 0.8010677050193924,
|
334 |
+
"eval_stsb_spearman": 0.8480679749404763,
|
335 |
+
"step": 1125
|
336 |
+
},
|
337 |
+
{
|
338 |
+
"epoch": 2.55,
|
339 |
+
"eval_avg_sts": 0.8264893834503197,
|
340 |
+
"eval_sickr_spearman": 0.8047740249618645,
|
341 |
+
"eval_stsb_spearman": 0.848204741938775,
|
342 |
+
"step": 1150
|
343 |
+
},
|
344 |
+
{
|
345 |
+
"epoch": 2.61,
|
346 |
+
"eval_avg_sts": 0.8239740308575658,
|
347 |
+
"eval_sickr_spearman": 0.802257483433116,
|
348 |
+
"eval_stsb_spearman": 0.8456905782820158,
|
349 |
+
"step": 1175
|
350 |
+
},
|
351 |
+
{
|
352 |
+
"epoch": 2.66,
|
353 |
+
"eval_avg_sts": 0.8252898688219781,
|
354 |
+
"eval_sickr_spearman": 0.8059969928666816,
|
355 |
+
"eval_stsb_spearman": 0.8445827447772745,
|
356 |
+
"step": 1200
|
357 |
+
},
|
358 |
+
{
|
359 |
+
"epoch": 2.72,
|
360 |
+
"eval_avg_sts": 0.8218363555031618,
|
361 |
+
"eval_sickr_spearman": 0.7991245587796122,
|
362 |
+
"eval_stsb_spearman": 0.8445481522267114,
|
363 |
+
"step": 1225
|
364 |
+
},
|
365 |
+
{
|
366 |
+
"epoch": 2.77,
|
367 |
+
"eval_avg_sts": 0.8265232671423588,
|
368 |
+
"eval_sickr_spearman": 0.8062044391937928,
|
369 |
+
"eval_stsb_spearman": 0.8468420950909247,
|
370 |
+
"step": 1250
|
371 |
+
},
|
372 |
+
{
|
373 |
+
"epoch": 2.83,
|
374 |
+
"eval_avg_sts": 0.8286104291951198,
|
375 |
+
"eval_sickr_spearman": 0.8096378464178936,
|
376 |
+
"eval_stsb_spearman": 0.8475830119723461,
|
377 |
+
"step": 1275
|
378 |
+
},
|
379 |
+
{
|
380 |
+
"epoch": 2.88,
|
381 |
+
"eval_avg_sts": 0.8314342022111989,
|
382 |
+
"eval_sickr_spearman": 0.8138266387743112,
|
383 |
+
"eval_stsb_spearman": 0.8490417656480866,
|
384 |
+
"step": 1300
|
385 |
+
},
|
386 |
+
{
|
387 |
+
"epoch": 2.94,
|
388 |
+
"eval_avg_sts": 0.8285621943597675,
|
389 |
+
"eval_sickr_spearman": 0.807191478328346,
|
390 |
+
"eval_stsb_spearman": 0.849932910391189,
|
391 |
+
"step": 1325
|
392 |
+
},
|
393 |
+
{
|
394 |
+
"epoch": 2.99,
|
395 |
+
"eval_avg_sts": 0.8284116030199242,
|
396 |
+
"eval_sickr_spearman": 0.8073644383246247,
|
397 |
+
"eval_stsb_spearman": 0.8494587677152238,
|
398 |
+
"step": 1350
|
399 |
+
},
|
400 |
+
{
|
401 |
+
"epoch": 3.05,
|
402 |
+
"eval_avg_sts": 0.8247221665272242,
|
403 |
+
"eval_sickr_spearman": 0.8022067145588959,
|
404 |
+
"eval_stsb_spearman": 0.8472376184955523,
|
405 |
+
"step": 1375
|
406 |
+
},
|
407 |
+
{
|
408 |
+
"epoch": 3.1,
|
409 |
+
"eval_avg_sts": 0.826858184586315,
|
410 |
+
"eval_sickr_spearman": 0.8056980472913309,
|
411 |
+
"eval_stsb_spearman": 0.848018321881299,
|
412 |
+
"step": 1400
|
413 |
+
},
|
414 |
+
{
|
415 |
+
"epoch": 3.16,
|
416 |
+
"eval_avg_sts": 0.8262245909726973,
|
417 |
+
"eval_sickr_spearman": 0.8059310941955087,
|
418 |
+
"eval_stsb_spearman": 0.846518087749886,
|
419 |
+
"step": 1425
|
420 |
+
},
|
421 |
+
{
|
422 |
+
"epoch": 3.22,
|
423 |
+
"eval_avg_sts": 0.8271328383994965,
|
424 |
+
"eval_sickr_spearman": 0.8059575113012996,
|
425 |
+
"eval_stsb_spearman": 0.8483081654976934,
|
426 |
+
"step": 1450
|
427 |
+
},
|
428 |
+
{
|
429 |
+
"epoch": 3.27,
|
430 |
+
"eval_avg_sts": 0.8262273295933256,
|
431 |
+
"eval_sickr_spearman": 0.8045855028887199,
|
432 |
+
"eval_stsb_spearman": 0.8478691562979312,
|
433 |
+
"step": 1475
|
434 |
+
},
|
435 |
+
{
|
436 |
+
"epoch": 3.33,
|
437 |
+
"learning_rate": 2.2283813747228384e-05,
|
438 |
+
"loss": 0.2284,
|
439 |
+
"step": 1500
|
440 |
+
},
|
441 |
+
{
|
442 |
+
"epoch": 3.33,
|
443 |
+
"eval_avg_sts": 0.8290942209780299,
|
444 |
+
"eval_sickr_spearman": 0.8098024490025217,
|
445 |
+
"eval_stsb_spearman": 0.848385992953538,
|
446 |
+
"step": 1500
|
447 |
+
},
|
448 |
+
{
|
449 |
+
"epoch": 3.38,
|
450 |
+
"eval_avg_sts": 0.8271287520959363,
|
451 |
+
"eval_sickr_spearman": 0.8068388820126888,
|
452 |
+
"eval_stsb_spearman": 0.8474186221791836,
|
453 |
+
"step": 1525
|
454 |
+
},
|
455 |
+
{
|
456 |
+
"epoch": 3.44,
|
457 |
+
"eval_avg_sts": 0.8284906943060749,
|
458 |
+
"eval_sickr_spearman": 0.8083666552872324,
|
459 |
+
"eval_stsb_spearman": 0.8486147333249174,
|
460 |
+
"step": 1550
|
461 |
+
},
|
462 |
+
{
|
463 |
+
"epoch": 3.49,
|
464 |
+
"eval_avg_sts": 0.8247556311383242,
|
465 |
+
"eval_sickr_spearman": 0.8033069629995387,
|
466 |
+
"eval_stsb_spearman": 0.8462042992771095,
|
467 |
+
"step": 1575
|
468 |
+
},
|
469 |
+
{
|
470 |
+
"epoch": 3.55,
|
471 |
+
"eval_avg_sts": 0.8256788195546352,
|
472 |
+
"eval_sickr_spearman": 0.8046946295511871,
|
473 |
+
"eval_stsb_spearman": 0.8466630095580832,
|
474 |
+
"step": 1600
|
475 |
+
},
|
476 |
+
{
|
477 |
+
"epoch": 3.6,
|
478 |
+
"eval_avg_sts": 0.8246935620550073,
|
479 |
+
"eval_sickr_spearman": 0.8025401944961806,
|
480 |
+
"eval_stsb_spearman": 0.8468469296138341,
|
481 |
+
"step": 1625
|
482 |
+
},
|
483 |
+
{
|
484 |
+
"epoch": 3.66,
|
485 |
+
"eval_avg_sts": 0.8263329601931413,
|
486 |
+
"eval_sickr_spearman": 0.8045876162571832,
|
487 |
+
"eval_stsb_spearman": 0.8480783041290992,
|
488 |
+
"step": 1650
|
489 |
+
},
|
490 |
+
{
|
491 |
+
"epoch": 3.71,
|
492 |
+
"eval_avg_sts": 0.8264865724885355,
|
493 |
+
"eval_sickr_spearman": 0.8057473272014063,
|
494 |
+
"eval_stsb_spearman": 0.8472258177756647,
|
495 |
+
"step": 1675
|
496 |
+
},
|
497 |
+
{
|
498 |
+
"epoch": 3.77,
|
499 |
+
"eval_avg_sts": 0.8254423729673166,
|
500 |
+
"eval_sickr_spearman": 0.8031947143154778,
|
501 |
+
"eval_stsb_spearman": 0.8476900316191552,
|
502 |
+
"step": 1700
|
503 |
+
},
|
504 |
+
{
|
505 |
+
"epoch": 3.82,
|
506 |
+
"eval_avg_sts": 0.8264107919338515,
|
507 |
+
"eval_sickr_spearman": 0.8053674972512337,
|
508 |
+
"eval_stsb_spearman": 0.8474540866164694,
|
509 |
+
"step": 1725
|
510 |
+
},
|
511 |
+
{
|
512 |
+
"epoch": 3.88,
|
513 |
+
"eval_avg_sts": 0.8264776461929313,
|
514 |
+
"eval_sickr_spearman": 0.8059907968545961,
|
515 |
+
"eval_stsb_spearman": 0.8469644955312665,
|
516 |
+
"step": 1750
|
517 |
+
},
|
518 |
+
{
|
519 |
+
"epoch": 3.94,
|
520 |
+
"eval_avg_sts": 0.8240221134684459,
|
521 |
+
"eval_sickr_spearman": 0.8008853789583333,
|
522 |
+
"eval_stsb_spearman": 0.8471588479785584,
|
523 |
+
"step": 1775
|
524 |
+
},
|
525 |
+
{
|
526 |
+
"epoch": 3.99,
|
527 |
+
"eval_avg_sts": 0.8260093129727113,
|
528 |
+
"eval_sickr_spearman": 0.8032525437616094,
|
529 |
+
"eval_stsb_spearman": 0.8487660821838133,
|
530 |
+
"step": 1800
|
531 |
+
},
|
532 |
+
{
|
533 |
+
"epoch": 4.05,
|
534 |
+
"eval_avg_sts": 0.8251871747358858,
|
535 |
+
"eval_sickr_spearman": 0.8022517677320448,
|
536 |
+
"eval_stsb_spearman": 0.8481225817397268,
|
537 |
+
"step": 1825
|
538 |
+
},
|
539 |
+
{
|
540 |
+
"epoch": 4.1,
|
541 |
+
"eval_avg_sts": 0.8236068675958164,
|
542 |
+
"eval_sickr_spearman": 0.8001952680928707,
|
543 |
+
"eval_stsb_spearman": 0.8470184670987619,
|
544 |
+
"step": 1850
|
545 |
+
},
|
546 |
+
{
|
547 |
+
"epoch": 4.16,
|
548 |
+
"eval_avg_sts": 0.8238228114044301,
|
549 |
+
"eval_sickr_spearman": 0.8002784579605614,
|
550 |
+
"eval_stsb_spearman": 0.8473671648482989,
|
551 |
+
"step": 1875
|
552 |
+
},
|
553 |
+
{
|
554 |
+
"epoch": 4.21,
|
555 |
+
"eval_avg_sts": 0.8236955591912043,
|
556 |
+
"eval_sickr_spearman": 0.7999801848206307,
|
557 |
+
"eval_stsb_spearman": 0.847410933561778,
|
558 |
+
"step": 1900
|
559 |
+
},
|
560 |
+
{
|
561 |
+
"epoch": 4.27,
|
562 |
+
"eval_avg_sts": 0.8217179921122288,
|
563 |
+
"eval_sickr_spearman": 0.7976729628319497,
|
564 |
+
"eval_stsb_spearman": 0.8457630213925079,
|
565 |
+
"step": 1925
|
566 |
+
},
|
567 |
+
{
|
568 |
+
"epoch": 4.32,
|
569 |
+
"eval_avg_sts": 0.8218133292332199,
|
570 |
+
"eval_sickr_spearman": 0.7972407309501078,
|
571 |
+
"eval_stsb_spearman": 0.8463859275163321,
|
572 |
+
"step": 1950
|
573 |
+
},
|
574 |
+
{
|
575 |
+
"epoch": 4.38,
|
576 |
+
"eval_avg_sts": 0.82307986157595,
|
577 |
+
"eval_sickr_spearman": 0.7997425269307149,
|
578 |
+
"eval_stsb_spearman": 0.846417196221185,
|
579 |
+
"step": 1975
|
580 |
+
},
|
581 |
+
{
|
582 |
+
"epoch": 4.43,
|
583 |
+
"learning_rate": 1.3045084996304511e-05,
|
584 |
+
"loss": 0.2149,
|
585 |
+
"step": 2000
|
586 |
+
},
|
587 |
+
{
|
588 |
+
"epoch": 4.43,
|
589 |
+
"eval_avg_sts": 0.8251845211566629,
|
590 |
+
"eval_sickr_spearman": 0.803791356657542,
|
591 |
+
"eval_stsb_spearman": 0.8465776856557838,
|
592 |
+
"step": 2000
|
593 |
+
},
|
594 |
+
{
|
595 |
+
"epoch": 4.49,
|
596 |
+
"eval_avg_sts": 0.8244897261222982,
|
597 |
+
"eval_sickr_spearman": 0.8012433547573516,
|
598 |
+
"eval_stsb_spearman": 0.8477360974872448,
|
599 |
+
"step": 2025
|
600 |
+
},
|
601 |
+
{
|
602 |
+
"epoch": 4.55,
|
603 |
+
"eval_avg_sts": 0.8248464356555265,
|
604 |
+
"eval_sickr_spearman": 0.80196872045127,
|
605 |
+
"eval_stsb_spearman": 0.847724150859783,
|
606 |
+
"step": 2050
|
607 |
+
},
|
608 |
+
{
|
609 |
+
"epoch": 4.6,
|
610 |
+
"eval_avg_sts": 0.8236282342217962,
|
611 |
+
"eval_sickr_spearman": 0.801061412945104,
|
612 |
+
"eval_stsb_spearman": 0.8461950554984884,
|
613 |
+
"step": 2075
|
614 |
+
},
|
615 |
+
{
|
616 |
+
"epoch": 4.66,
|
617 |
+
"eval_avg_sts": 0.8241232806486489,
|
618 |
+
"eval_sickr_spearman": 0.8016284200975811,
|
619 |
+
"eval_stsb_spearman": 0.8466181411997169,
|
620 |
+
"step": 2100
|
621 |
+
},
|
622 |
+
{
|
623 |
+
"epoch": 4.71,
|
624 |
+
"eval_avg_sts": 0.8240448338930326,
|
625 |
+
"eval_sickr_spearman": 0.8024957657273504,
|
626 |
+
"eval_stsb_spearman": 0.845593902058715,
|
627 |
+
"step": 2125
|
628 |
+
},
|
629 |
+
{
|
630 |
+
"epoch": 4.77,
|
631 |
+
"eval_avg_sts": 0.8252602189328375,
|
632 |
+
"eval_sickr_spearman": 0.8031946662843764,
|
633 |
+
"eval_stsb_spearman": 0.8473257715812985,
|
634 |
+
"step": 2150
|
635 |
+
},
|
636 |
+
{
|
637 |
+
"epoch": 4.82,
|
638 |
+
"eval_avg_sts": 0.8237954063381605,
|
639 |
+
"eval_sickr_spearman": 0.8006036285172974,
|
640 |
+
"eval_stsb_spearman": 0.8469871841590237,
|
641 |
+
"step": 2175
|
642 |
+
},
|
643 |
+
{
|
644 |
+
"epoch": 4.88,
|
645 |
+
"eval_avg_sts": 0.8238382480785117,
|
646 |
+
"eval_sickr_spearman": 0.8008013245308166,
|
647 |
+
"eval_stsb_spearman": 0.8468751716262067,
|
648 |
+
"step": 2200
|
649 |
+
},
|
650 |
+
{
|
651 |
+
"epoch": 4.93,
|
652 |
+
"eval_avg_sts": 0.8226554353280054,
|
653 |
+
"eval_sickr_spearman": 0.79934425303759,
|
654 |
+
"eval_stsb_spearman": 0.8459666176184208,
|
655 |
+
"step": 2225
|
656 |
+
},
|
657 |
+
{
|
658 |
+
"epoch": 4.99,
|
659 |
+
"eval_avg_sts": 0.8221324924350076,
|
660 |
+
"eval_sickr_spearman": 0.7977314166823997,
|
661 |
+
"eval_stsb_spearman": 0.8465335681876156,
|
662 |
+
"step": 2250
|
663 |
+
},
|
664 |
+
{
|
665 |
+
"epoch": 5.04,
|
666 |
+
"eval_avg_sts": 0.8230411082185226,
|
667 |
+
"eval_sickr_spearman": 0.7989547688360285,
|
668 |
+
"eval_stsb_spearman": 0.8471274476010168,
|
669 |
+
"step": 2275
|
670 |
+
},
|
671 |
+
{
|
672 |
+
"epoch": 5.1,
|
673 |
+
"eval_avg_sts": 0.8228022688627314,
|
674 |
+
"eval_sickr_spearman": 0.7994119768906178,
|
675 |
+
"eval_stsb_spearman": 0.846192560834845,
|
676 |
+
"step": 2300
|
677 |
+
},
|
678 |
+
{
|
679 |
+
"epoch": 5.16,
|
680 |
+
"eval_avg_sts": 0.8228479899857558,
|
681 |
+
"eval_sickr_spearman": 0.7989381981060323,
|
682 |
+
"eval_stsb_spearman": 0.8467577818654793,
|
683 |
+
"step": 2325
|
684 |
+
},
|
685 |
+
{
|
686 |
+
"epoch": 5.21,
|
687 |
+
"eval_avg_sts": 0.8221050116430979,
|
688 |
+
"eval_sickr_spearman": 0.7985421816746751,
|
689 |
+
"eval_stsb_spearman": 0.8456678416115206,
|
690 |
+
"step": 2350
|
691 |
+
},
|
692 |
+
{
|
693 |
+
"epoch": 5.27,
|
694 |
+
"eval_avg_sts": 0.822383318476755,
|
695 |
+
"eval_sickr_spearman": 0.7986474658490273,
|
696 |
+
"eval_stsb_spearman": 0.8461191711044828,
|
697 |
+
"step": 2375
|
698 |
+
},
|
699 |
+
{
|
700 |
+
"epoch": 5.32,
|
701 |
+
"eval_avg_sts": 0.823048712126393,
|
702 |
+
"eval_sickr_spearman": 0.7993529466669504,
|
703 |
+
"eval_stsb_spearman": 0.8467444775858354,
|
704 |
+
"step": 2400
|
705 |
+
},
|
706 |
+
{
|
707 |
+
"epoch": 5.38,
|
708 |
+
"eval_avg_sts": 0.8228378854074433,
|
709 |
+
"eval_sickr_spearman": 0.799309382457946,
|
710 |
+
"eval_stsb_spearman": 0.8463663883569406,
|
711 |
+
"step": 2425
|
712 |
+
},
|
713 |
+
{
|
714 |
+
"epoch": 5.43,
|
715 |
+
"eval_avg_sts": 0.8229990938054758,
|
716 |
+
"eval_sickr_spearman": 0.7993526104492402,
|
717 |
+
"eval_stsb_spearman": 0.8466455771617113,
|
718 |
+
"step": 2450
|
719 |
+
},
|
720 |
+
{
|
721 |
+
"epoch": 5.49,
|
722 |
+
"eval_avg_sts": 0.8223080164546823,
|
723 |
+
"eval_sickr_spearman": 0.7985109614587403,
|
724 |
+
"eval_stsb_spearman": 0.8461050714506243,
|
725 |
+
"step": 2475
|
726 |
+
},
|
727 |
+
{
|
728 |
+
"epoch": 5.54,
|
729 |
+
"learning_rate": 3.806356245380636e-06,
|
730 |
+
"loss": 0.2074,
|
731 |
+
"step": 2500
|
732 |
+
},
|
733 |
+
{
|
734 |
+
"epoch": 5.54,
|
735 |
+
"eval_avg_sts": 0.8224706658462584,
|
736 |
+
"eval_sickr_spearman": 0.7986079842836452,
|
737 |
+
"eval_stsb_spearman": 0.8463333474088716,
|
738 |
+
"step": 2500
|
739 |
+
},
|
740 |
+
{
|
741 |
+
"epoch": 5.6,
|
742 |
+
"eval_avg_sts": 0.8228255546038069,
|
743 |
+
"eval_sickr_spearman": 0.7993520821071245,
|
744 |
+
"eval_stsb_spearman": 0.8462990271004893,
|
745 |
+
"step": 2525
|
746 |
+
},
|
747 |
+
{
|
748 |
+
"epoch": 5.65,
|
749 |
+
"eval_avg_sts": 0.8222772197799051,
|
750 |
+
"eval_sickr_spearman": 0.7986904536848144,
|
751 |
+
"eval_stsb_spearman": 0.8458639858749959,
|
752 |
+
"step": 2550
|
753 |
+
},
|
754 |
+
{
|
755 |
+
"epoch": 5.71,
|
756 |
+
"eval_avg_sts": 0.822395438556291,
|
757 |
+
"eval_sickr_spearman": 0.7987432398652949,
|
758 |
+
"eval_stsb_spearman": 0.8460476372472872,
|
759 |
+
"step": 2575
|
760 |
+
},
|
761 |
+
{
|
762 |
+
"epoch": 5.76,
|
763 |
+
"eval_avg_sts": 0.8229151972681052,
|
764 |
+
"eval_sickr_spearman": 0.7992985754601224,
|
765 |
+
"eval_stsb_spearman": 0.8465318190760882,
|
766 |
+
"step": 2600
|
767 |
+
},
|
768 |
+
{
|
769 |
+
"epoch": 5.82,
|
770 |
+
"eval_avg_sts": 0.8227679691163096,
|
771 |
+
"eval_sickr_spearman": 0.7989778237647187,
|
772 |
+
"eval_stsb_spearman": 0.8465581144679004,
|
773 |
+
"step": 2625
|
774 |
+
},
|
775 |
+
{
|
776 |
+
"epoch": 5.88,
|
777 |
+
"eval_avg_sts": 0.8231044151175362,
|
778 |
+
"eval_sickr_spearman": 0.7993373845900845,
|
779 |
+
"eval_stsb_spearman": 0.8468714456449877,
|
780 |
+
"step": 2650
|
781 |
+
},
|
782 |
+
{
|
783 |
+
"epoch": 5.93,
|
784 |
+
"eval_avg_sts": 0.8230968701740264,
|
785 |
+
"eval_sickr_spearman": 0.7993484797745166,
|
786 |
+
"eval_stsb_spearman": 0.8468452605735363,
|
787 |
+
"step": 2675
|
788 |
+
},
|
789 |
+
{
|
790 |
+
"epoch": 5.99,
|
791 |
+
"eval_avg_sts": 0.8230334553806065,
|
792 |
+
"eval_sickr_spearman": 0.7992910345771966,
|
793 |
+
"eval_stsb_spearman": 0.8467758761840164,
|
794 |
+
"step": 2700
|
795 |
+
},
|
796 |
+
{
|
797 |
+
"epoch": 6.0,
|
798 |
+
"step": 2706,
|
799 |
+
"train_runtime": 3739.6542,
|
800 |
+
"train_samples_per_second": 0.724
|
801 |
+
}
|
802 |
+
],
|
803 |
+
"max_steps": 2706,
|
804 |
+
"num_train_epochs": 6,
|
805 |
+
"total_flos": 212939896792195584,
|
806 |
+
"trial_name": null,
|
807 |
+
"trial_params": null
|
808 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:21f4dafcf83d4a4c8f881c6ba7bacc09924e13edc076cd101214b5e873ed3573
|
3 |
+
size 2552
|
vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|