Training in progress, epoch 19
Browse files- checkpoint-3798/config.json +39 -0
- checkpoint-3798/merges.txt +0 -0
- checkpoint-3798/optimizer.pt +3 -0
- checkpoint-3798/pytorch_model.bin +3 -0
- checkpoint-3798/rng_state.pth +3 -0
- checkpoint-3798/scaler.pt +3 -0
- checkpoint-3798/scheduler.pt +3 -0
- checkpoint-3798/special_tokens_map.json +1 -0
- checkpoint-3798/tokenizer.json +0 -0
- checkpoint-3798/tokenizer_config.json +1 -0
- checkpoint-3798/trainer_state.json +304 -0
- checkpoint-3798/training_args.bin +3 -0
- checkpoint-3798/vocab.json +0 -0
- checkpoint-4009/config.json +39 -0
- checkpoint-4009/merges.txt +0 -0
- checkpoint-4009/optimizer.pt +3 -0
- checkpoint-4009/pytorch_model.bin +3 -0
- checkpoint-4009/rng_state.pth +3 -0
- checkpoint-4009/scaler.pt +3 -0
- checkpoint-4009/scheduler.pt +3 -0
- checkpoint-4009/special_tokens_map.json +1 -0
- checkpoint-4009/tokenizer.json +0 -0
- checkpoint-4009/tokenizer_config.json +1 -0
- checkpoint-4009/trainer_state.json +320 -0
- checkpoint-4009/training_args.bin +3 -0
- checkpoint-4009/vocab.json +0 -0
- pytorch_model.bin +1 -1
checkpoint-3798/config.json
ADDED
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "cardiffnlp/twitter-roberta-base-2021-124m",
|
3 |
+
"architectures": [
|
4 |
+
"RobertaForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"bos_token_id": 0,
|
8 |
+
"classifier_dropout": null,
|
9 |
+
"eos_token_id": 2,
|
10 |
+
"gradient_checkpointing": false,
|
11 |
+
"hidden_act": "gelu",
|
12 |
+
"hidden_dropout_prob": 0.1,
|
13 |
+
"hidden_size": 768,
|
14 |
+
"id2label": {
|
15 |
+
"0": "LABEL_0",
|
16 |
+
"1": "LABEL_1",
|
17 |
+
"2": "LABEL_2"
|
18 |
+
},
|
19 |
+
"initializer_range": 0.02,
|
20 |
+
"intermediate_size": 3072,
|
21 |
+
"label2id": {
|
22 |
+
"LABEL_0": 0,
|
23 |
+
"LABEL_1": 1,
|
24 |
+
"LABEL_2": 2
|
25 |
+
},
|
26 |
+
"layer_norm_eps": 1e-05,
|
27 |
+
"max_position_embeddings": 514,
|
28 |
+
"model_type": "roberta",
|
29 |
+
"num_attention_heads": 12,
|
30 |
+
"num_hidden_layers": 12,
|
31 |
+
"pad_token_id": 1,
|
32 |
+
"position_embedding_type": "absolute",
|
33 |
+
"problem_type": "multi_label_classification",
|
34 |
+
"torch_dtype": "float32",
|
35 |
+
"transformers_version": "4.17.0",
|
36 |
+
"type_vocab_size": 1,
|
37 |
+
"use_cache": true,
|
38 |
+
"vocab_size": 50265
|
39 |
+
}
|
checkpoint-3798/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-3798/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e7deb72a677e9ad6251e4f07d36eca1f580b15b9961ba301d3960d35ea3347af
|
3 |
+
size 997299037
|
checkpoint-3798/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6da1b96d1aed12f4959392cfb8530501b9f7b1af7d6320992f5694a3a8244a72
|
3 |
+
size 498678125
|
checkpoint-3798/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:66323a1584cbf25495b3f7d5622416b33044f9745a4b9d95a2021184a1bcf1ea
|
3 |
+
size 14503
|
checkpoint-3798/scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c286c1abf353bf35f3a70ed9befc047b0f46a3c9fc01ed3566e7a8c5e29d0233
|
3 |
+
size 559
|
checkpoint-3798/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:eb3c1b623c93d1f297d277344f2e800566e120dd89f4960b12d74d50a9738cf2
|
3 |
+
size 623
|
checkpoint-3798/special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
|
checkpoint-3798/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-3798/tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "cardiffnlp/twitter-roberta-base-2021-124m", "normalization": true, "tokenizer_class": "RobertaTokenizer"}
|
checkpoint-3798/trainer_state.json
ADDED
@@ -0,0 +1,304 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7925361349683366,
|
3 |
+
"best_model_checkpoint": "outputs/time_lm_nli/checkpoint-3165",
|
4 |
+
"epoch": 18.0,
|
5 |
+
"global_step": 3798,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 1.0,
|
12 |
+
"learning_rate": 9.666666666666666e-07,
|
13 |
+
"loss": 0.5392,
|
14 |
+
"step": 211
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 1.0,
|
18 |
+
"eval_accuracy": 0.7,
|
19 |
+
"eval_f1": 0.6998718119161117,
|
20 |
+
"eval_loss": 0.4048246741294861,
|
21 |
+
"eval_runtime": 5.0256,
|
22 |
+
"eval_samples_per_second": 596.939,
|
23 |
+
"eval_steps_per_second": 74.617,
|
24 |
+
"step": 211
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 2.0,
|
28 |
+
"learning_rate": 9.333333333333333e-07,
|
29 |
+
"loss": 0.3725,
|
30 |
+
"step": 422
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 2.0,
|
34 |
+
"eval_accuracy": 0.759,
|
35 |
+
"eval_f1": 0.7583549419422403,
|
36 |
+
"eval_loss": 0.3489450216293335,
|
37 |
+
"eval_runtime": 5.103,
|
38 |
+
"eval_samples_per_second": 587.885,
|
39 |
+
"eval_steps_per_second": 73.486,
|
40 |
+
"step": 422
|
41 |
+
},
|
42 |
+
{
|
43 |
+
"epoch": 3.0,
|
44 |
+
"learning_rate": 9e-07,
|
45 |
+
"loss": 0.3158,
|
46 |
+
"step": 633
|
47 |
+
},
|
48 |
+
{
|
49 |
+
"epoch": 3.0,
|
50 |
+
"eval_accuracy": 0.7613333333333333,
|
51 |
+
"eval_f1": 0.7569694772671423,
|
52 |
+
"eval_loss": 0.3286795914173126,
|
53 |
+
"eval_runtime": 5.4646,
|
54 |
+
"eval_samples_per_second": 548.991,
|
55 |
+
"eval_steps_per_second": 68.624,
|
56 |
+
"step": 633
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 4.0,
|
60 |
+
"learning_rate": 8.666666666666667e-07,
|
61 |
+
"loss": 0.289,
|
62 |
+
"step": 844
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 4.0,
|
66 |
+
"eval_accuracy": 0.769,
|
67 |
+
"eval_f1": 0.7684440341259363,
|
68 |
+
"eval_loss": 0.33065709471702576,
|
69 |
+
"eval_runtime": 5.2159,
|
70 |
+
"eval_samples_per_second": 575.162,
|
71 |
+
"eval_steps_per_second": 71.895,
|
72 |
+
"step": 844
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 5.0,
|
76 |
+
"learning_rate": 8.333333333333333e-07,
|
77 |
+
"loss": 0.2716,
|
78 |
+
"step": 1055
|
79 |
+
},
|
80 |
+
{
|
81 |
+
"epoch": 5.0,
|
82 |
+
"eval_accuracy": 0.7766666666666666,
|
83 |
+
"eval_f1": 0.775028474008066,
|
84 |
+
"eval_loss": 0.3240624666213989,
|
85 |
+
"eval_runtime": 5.2721,
|
86 |
+
"eval_samples_per_second": 569.029,
|
87 |
+
"eval_steps_per_second": 71.129,
|
88 |
+
"step": 1055
|
89 |
+
},
|
90 |
+
{
|
91 |
+
"epoch": 6.0,
|
92 |
+
"learning_rate": 8e-07,
|
93 |
+
"loss": 0.2575,
|
94 |
+
"step": 1266
|
95 |
+
},
|
96 |
+
{
|
97 |
+
"epoch": 6.0,
|
98 |
+
"eval_accuracy": 0.7786666666666666,
|
99 |
+
"eval_f1": 0.7782108653517272,
|
100 |
+
"eval_loss": 0.32720017433166504,
|
101 |
+
"eval_runtime": 5.4144,
|
102 |
+
"eval_samples_per_second": 554.075,
|
103 |
+
"eval_steps_per_second": 69.259,
|
104 |
+
"step": 1266
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 7.0,
|
108 |
+
"learning_rate": 7.666666666666667e-07,
|
109 |
+
"loss": 0.2441,
|
110 |
+
"step": 1477
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 7.0,
|
114 |
+
"eval_accuracy": 0.7783333333333333,
|
115 |
+
"eval_f1": 0.7775937336504917,
|
116 |
+
"eval_loss": 0.3257558345794678,
|
117 |
+
"eval_runtime": 5.0695,
|
118 |
+
"eval_samples_per_second": 591.777,
|
119 |
+
"eval_steps_per_second": 73.972,
|
120 |
+
"step": 1477
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 8.0,
|
124 |
+
"learning_rate": 7.333333333333332e-07,
|
125 |
+
"loss": 0.2363,
|
126 |
+
"step": 1688
|
127 |
+
},
|
128 |
+
{
|
129 |
+
"epoch": 8.0,
|
130 |
+
"eval_accuracy": 0.7776666666666666,
|
131 |
+
"eval_f1": 0.777267505288088,
|
132 |
+
"eval_loss": 0.331592321395874,
|
133 |
+
"eval_runtime": 5.1518,
|
134 |
+
"eval_samples_per_second": 582.323,
|
135 |
+
"eval_steps_per_second": 72.79,
|
136 |
+
"step": 1688
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 9.0,
|
140 |
+
"learning_rate": 7e-07,
|
141 |
+
"loss": 0.2262,
|
142 |
+
"step": 1899
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 9.0,
|
146 |
+
"eval_accuracy": 0.7843333333333333,
|
147 |
+
"eval_f1": 0.7814767734353214,
|
148 |
+
"eval_loss": 0.3149881064891815,
|
149 |
+
"eval_runtime": 5.1238,
|
150 |
+
"eval_samples_per_second": 585.508,
|
151 |
+
"eval_steps_per_second": 73.188,
|
152 |
+
"step": 1899
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 10.0,
|
156 |
+
"learning_rate": 6.666666666666666e-07,
|
157 |
+
"loss": 0.2191,
|
158 |
+
"step": 2110
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 10.0,
|
162 |
+
"eval_accuracy": 0.7813333333333333,
|
163 |
+
"eval_f1": 0.7801938582947333,
|
164 |
+
"eval_loss": 0.32408154010772705,
|
165 |
+
"eval_runtime": 5.366,
|
166 |
+
"eval_samples_per_second": 559.08,
|
167 |
+
"eval_steps_per_second": 69.885,
|
168 |
+
"step": 2110
|
169 |
+
},
|
170 |
+
{
|
171 |
+
"epoch": 11.0,
|
172 |
+
"learning_rate": 6.333333333333332e-07,
|
173 |
+
"loss": 0.2112,
|
174 |
+
"step": 2321
|
175 |
+
},
|
176 |
+
{
|
177 |
+
"epoch": 11.0,
|
178 |
+
"eval_accuracy": 0.7866666666666666,
|
179 |
+
"eval_f1": 0.785979422813256,
|
180 |
+
"eval_loss": 0.3275919258594513,
|
181 |
+
"eval_runtime": 5.1309,
|
182 |
+
"eval_samples_per_second": 584.694,
|
183 |
+
"eval_steps_per_second": 73.087,
|
184 |
+
"step": 2321
|
185 |
+
},
|
186 |
+
{
|
187 |
+
"epoch": 12.0,
|
188 |
+
"learning_rate": 6e-07,
|
189 |
+
"loss": 0.2047,
|
190 |
+
"step": 2532
|
191 |
+
},
|
192 |
+
{
|
193 |
+
"epoch": 12.0,
|
194 |
+
"eval_accuracy": 0.7896666666666666,
|
195 |
+
"eval_f1": 0.7886408467585846,
|
196 |
+
"eval_loss": 0.32662513852119446,
|
197 |
+
"eval_runtime": 5.3907,
|
198 |
+
"eval_samples_per_second": 556.515,
|
199 |
+
"eval_steps_per_second": 69.564,
|
200 |
+
"step": 2532
|
201 |
+
},
|
202 |
+
{
|
203 |
+
"epoch": 13.0,
|
204 |
+
"learning_rate": 5.666666666666666e-07,
|
205 |
+
"loss": 0.1973,
|
206 |
+
"step": 2743
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 13.0,
|
210 |
+
"eval_accuracy": 0.7893333333333333,
|
211 |
+
"eval_f1": 0.7883928571428571,
|
212 |
+
"eval_loss": 0.3298616409301758,
|
213 |
+
"eval_runtime": 5.1275,
|
214 |
+
"eval_samples_per_second": 585.084,
|
215 |
+
"eval_steps_per_second": 73.135,
|
216 |
+
"step": 2743
|
217 |
+
},
|
218 |
+
{
|
219 |
+
"epoch": 14.0,
|
220 |
+
"learning_rate": 5.333333333333333e-07,
|
221 |
+
"loss": 0.1897,
|
222 |
+
"step": 2954
|
223 |
+
},
|
224 |
+
{
|
225 |
+
"epoch": 14.0,
|
226 |
+
"eval_accuracy": 0.792,
|
227 |
+
"eval_f1": 0.790682602817108,
|
228 |
+
"eval_loss": 0.3300517499446869,
|
229 |
+
"eval_runtime": 5.2516,
|
230 |
+
"eval_samples_per_second": 571.251,
|
231 |
+
"eval_steps_per_second": 71.406,
|
232 |
+
"step": 2954
|
233 |
+
},
|
234 |
+
{
|
235 |
+
"epoch": 15.0,
|
236 |
+
"learning_rate": 5e-07,
|
237 |
+
"loss": 0.1862,
|
238 |
+
"step": 3165
|
239 |
+
},
|
240 |
+
{
|
241 |
+
"epoch": 15.0,
|
242 |
+
"eval_accuracy": 0.794,
|
243 |
+
"eval_f1": 0.7925361349683366,
|
244 |
+
"eval_loss": 0.3283214867115021,
|
245 |
+
"eval_runtime": 5.2002,
|
246 |
+
"eval_samples_per_second": 576.904,
|
247 |
+
"eval_steps_per_second": 72.113,
|
248 |
+
"step": 3165
|
249 |
+
},
|
250 |
+
{
|
251 |
+
"epoch": 16.0,
|
252 |
+
"learning_rate": 4.6666666666666666e-07,
|
253 |
+
"loss": 0.1802,
|
254 |
+
"step": 3376
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 16.0,
|
258 |
+
"eval_accuracy": 0.7906666666666666,
|
259 |
+
"eval_f1": 0.7902606112099692,
|
260 |
+
"eval_loss": 0.34650853276252747,
|
261 |
+
"eval_runtime": 5.3305,
|
262 |
+
"eval_samples_per_second": 562.794,
|
263 |
+
"eval_steps_per_second": 70.349,
|
264 |
+
"step": 3376
|
265 |
+
},
|
266 |
+
{
|
267 |
+
"epoch": 17.0,
|
268 |
+
"learning_rate": 4.3333333333333335e-07,
|
269 |
+
"loss": 0.1764,
|
270 |
+
"step": 3587
|
271 |
+
},
|
272 |
+
{
|
273 |
+
"epoch": 17.0,
|
274 |
+
"eval_accuracy": 0.7936666666666666,
|
275 |
+
"eval_f1": 0.7922121284784747,
|
276 |
+
"eval_loss": 0.33925381302833557,
|
277 |
+
"eval_runtime": 5.0983,
|
278 |
+
"eval_samples_per_second": 588.426,
|
279 |
+
"eval_steps_per_second": 73.553,
|
280 |
+
"step": 3587
|
281 |
+
},
|
282 |
+
{
|
283 |
+
"epoch": 18.0,
|
284 |
+
"learning_rate": 4e-07,
|
285 |
+
"loss": 0.1693,
|
286 |
+
"step": 3798
|
287 |
+
},
|
288 |
+
{
|
289 |
+
"epoch": 18.0,
|
290 |
+
"eval_accuracy": 0.7903333333333333,
|
291 |
+
"eval_f1": 0.7893497135234246,
|
292 |
+
"eval_loss": 0.34940385818481445,
|
293 |
+
"eval_runtime": 5.4092,
|
294 |
+
"eval_samples_per_second": 554.614,
|
295 |
+
"eval_steps_per_second": 69.327,
|
296 |
+
"step": 3798
|
297 |
+
}
|
298 |
+
],
|
299 |
+
"max_steps": 6330,
|
300 |
+
"num_train_epochs": 30,
|
301 |
+
"total_flos": 2.5811294722407936e+16,
|
302 |
+
"trial_name": null,
|
303 |
+
"trial_params": null
|
304 |
+
}
|
checkpoint-3798/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3966be765a13463da707bf5cd58cd4c0452776ca8eaf9c649e2dbde2a9daa7b1
|
3 |
+
size 3119
|
checkpoint-3798/vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-4009/config.json
ADDED
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "cardiffnlp/twitter-roberta-base-2021-124m",
|
3 |
+
"architectures": [
|
4 |
+
"RobertaForSequenceClassification"
|
5 |
+
],
|
6 |
+
"attention_probs_dropout_prob": 0.1,
|
7 |
+
"bos_token_id": 0,
|
8 |
+
"classifier_dropout": null,
|
9 |
+
"eos_token_id": 2,
|
10 |
+
"gradient_checkpointing": false,
|
11 |
+
"hidden_act": "gelu",
|
12 |
+
"hidden_dropout_prob": 0.1,
|
13 |
+
"hidden_size": 768,
|
14 |
+
"id2label": {
|
15 |
+
"0": "LABEL_0",
|
16 |
+
"1": "LABEL_1",
|
17 |
+
"2": "LABEL_2"
|
18 |
+
},
|
19 |
+
"initializer_range": 0.02,
|
20 |
+
"intermediate_size": 3072,
|
21 |
+
"label2id": {
|
22 |
+
"LABEL_0": 0,
|
23 |
+
"LABEL_1": 1,
|
24 |
+
"LABEL_2": 2
|
25 |
+
},
|
26 |
+
"layer_norm_eps": 1e-05,
|
27 |
+
"max_position_embeddings": 514,
|
28 |
+
"model_type": "roberta",
|
29 |
+
"num_attention_heads": 12,
|
30 |
+
"num_hidden_layers": 12,
|
31 |
+
"pad_token_id": 1,
|
32 |
+
"position_embedding_type": "absolute",
|
33 |
+
"problem_type": "multi_label_classification",
|
34 |
+
"torch_dtype": "float32",
|
35 |
+
"transformers_version": "4.17.0",
|
36 |
+
"type_vocab_size": 1,
|
37 |
+
"use_cache": true,
|
38 |
+
"vocab_size": 50265
|
39 |
+
}
|
checkpoint-4009/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-4009/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:97623cdeac971eb65e6a23e2c85a4bb029f3f7b05842b8d0d7c6950b63897ffa
|
3 |
+
size 997299037
|
checkpoint-4009/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:11ea0be995a1d96adbe0fcdf66ace0ea5cc280c8c4100f27184e3de232f18763
|
3 |
+
size 498678125
|
checkpoint-4009/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f4f42105870a29c2c83dd0ae5ec60df0a3d6b1c1403362fb6d83256ff741b7ba
|
3 |
+
size 14503
|
checkpoint-4009/scaler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ae0c5c9fc8affef54860e4bb3c06275585870cae7a241fa030e236b64a4ca756
|
3 |
+
size 559
|
checkpoint-4009/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:a315d6f8e53e94d7d905ae74f529c4e8e01aa902aaef7ef58542ef50515098a0
|
3 |
+
size 623
|
checkpoint-4009/special_tokens_map.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"bos_token": "<s>", "eos_token": "</s>", "unk_token": "<unk>", "sep_token": "</s>", "pad_token": "<pad>", "cls_token": "<s>", "mask_token": {"content": "<mask>", "single_word": false, "lstrip": true, "rstrip": false, "normalized": false}}
|
checkpoint-4009/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
checkpoint-4009/tokenizer_config.json
ADDED
@@ -0,0 +1 @@
|
|
|
|
|
1 |
+
{"errors": "replace", "bos_token": "<s>", "eos_token": "</s>", "sep_token": "</s>", "cls_token": "<s>", "unk_token": "<unk>", "pad_token": "<pad>", "mask_token": "<mask>", "add_prefix_space": false, "trim_offsets": true, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "cardiffnlp/twitter-roberta-base-2021-124m", "normalization": true, "tokenizer_class": "RobertaTokenizer"}
|
checkpoint-4009/trainer_state.json
ADDED
@@ -0,0 +1,320 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.7930196752075032,
|
3 |
+
"best_model_checkpoint": "outputs/time_lm_nli/checkpoint-4009",
|
4 |
+
"epoch": 19.0,
|
5 |
+
"global_step": 4009,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 1.0,
|
12 |
+
"learning_rate": 9.666666666666666e-07,
|
13 |
+
"loss": 0.5392,
|
14 |
+
"step": 211
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 1.0,
|
18 |
+
"eval_accuracy": 0.7,
|
19 |
+
"eval_f1": 0.6998718119161117,
|
20 |
+
"eval_loss": 0.4048246741294861,
|
21 |
+
"eval_runtime": 5.0256,
|
22 |
+
"eval_samples_per_second": 596.939,
|
23 |
+
"eval_steps_per_second": 74.617,
|
24 |
+
"step": 211
|
25 |
+
},
|
26 |
+
{
|
27 |
+
"epoch": 2.0,
|
28 |
+
"learning_rate": 9.333333333333333e-07,
|
29 |
+
"loss": 0.3725,
|
30 |
+
"step": 422
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 2.0,
|
34 |
+
"eval_accuracy": 0.759,
|
35 |
+
"eval_f1": 0.7583549419422403,
|
36 |
+
"eval_loss": 0.3489450216293335,
|
37 |
+
"eval_runtime": 5.103,
|
38 |
+
"eval_samples_per_second": 587.885,
|
39 |
+
"eval_steps_per_second": 73.486,
|
40 |
+
"step": 422
|
41 |
+
},
|
42 |
+
{
|
43 |
+
"epoch": 3.0,
|
44 |
+
"learning_rate": 9e-07,
|
45 |
+
"loss": 0.3158,
|
46 |
+
"step": 633
|
47 |
+
},
|
48 |
+
{
|
49 |
+
"epoch": 3.0,
|
50 |
+
"eval_accuracy": 0.7613333333333333,
|
51 |
+
"eval_f1": 0.7569694772671423,
|
52 |
+
"eval_loss": 0.3286795914173126,
|
53 |
+
"eval_runtime": 5.4646,
|
54 |
+
"eval_samples_per_second": 548.991,
|
55 |
+
"eval_steps_per_second": 68.624,
|
56 |
+
"step": 633
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 4.0,
|
60 |
+
"learning_rate": 8.666666666666667e-07,
|
61 |
+
"loss": 0.289,
|
62 |
+
"step": 844
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 4.0,
|
66 |
+
"eval_accuracy": 0.769,
|
67 |
+
"eval_f1": 0.7684440341259363,
|
68 |
+
"eval_loss": 0.33065709471702576,
|
69 |
+
"eval_runtime": 5.2159,
|
70 |
+
"eval_samples_per_second": 575.162,
|
71 |
+
"eval_steps_per_second": 71.895,
|
72 |
+
"step": 844
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 5.0,
|
76 |
+
"learning_rate": 8.333333333333333e-07,
|
77 |
+
"loss": 0.2716,
|
78 |
+
"step": 1055
|
79 |
+
},
|
80 |
+
{
|
81 |
+
"epoch": 5.0,
|
82 |
+
"eval_accuracy": 0.7766666666666666,
|
83 |
+
"eval_f1": 0.775028474008066,
|
84 |
+
"eval_loss": 0.3240624666213989,
|
85 |
+
"eval_runtime": 5.2721,
|
86 |
+
"eval_samples_per_second": 569.029,
|
87 |
+
"eval_steps_per_second": 71.129,
|
88 |
+
"step": 1055
|
89 |
+
},
|
90 |
+
{
|
91 |
+
"epoch": 6.0,
|
92 |
+
"learning_rate": 8e-07,
|
93 |
+
"loss": 0.2575,
|
94 |
+
"step": 1266
|
95 |
+
},
|
96 |
+
{
|
97 |
+
"epoch": 6.0,
|
98 |
+
"eval_accuracy": 0.7786666666666666,
|
99 |
+
"eval_f1": 0.7782108653517272,
|
100 |
+
"eval_loss": 0.32720017433166504,
|
101 |
+
"eval_runtime": 5.4144,
|
102 |
+
"eval_samples_per_second": 554.075,
|
103 |
+
"eval_steps_per_second": 69.259,
|
104 |
+
"step": 1266
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 7.0,
|
108 |
+
"learning_rate": 7.666666666666667e-07,
|
109 |
+
"loss": 0.2441,
|
110 |
+
"step": 1477
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 7.0,
|
114 |
+
"eval_accuracy": 0.7783333333333333,
|
115 |
+
"eval_f1": 0.7775937336504917,
|
116 |
+
"eval_loss": 0.3257558345794678,
|
117 |
+
"eval_runtime": 5.0695,
|
118 |
+
"eval_samples_per_second": 591.777,
|
119 |
+
"eval_steps_per_second": 73.972,
|
120 |
+
"step": 1477
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 8.0,
|
124 |
+
"learning_rate": 7.333333333333332e-07,
|
125 |
+
"loss": 0.2363,
|
126 |
+
"step": 1688
|
127 |
+
},
|
128 |
+
{
|
129 |
+
"epoch": 8.0,
|
130 |
+
"eval_accuracy": 0.7776666666666666,
|
131 |
+
"eval_f1": 0.777267505288088,
|
132 |
+
"eval_loss": 0.331592321395874,
|
133 |
+
"eval_runtime": 5.1518,
|
134 |
+
"eval_samples_per_second": 582.323,
|
135 |
+
"eval_steps_per_second": 72.79,
|
136 |
+
"step": 1688
|
137 |
+
},
|
138 |
+
{
|
139 |
+
"epoch": 9.0,
|
140 |
+
"learning_rate": 7e-07,
|
141 |
+
"loss": 0.2262,
|
142 |
+
"step": 1899
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 9.0,
|
146 |
+
"eval_accuracy": 0.7843333333333333,
|
147 |
+
"eval_f1": 0.7814767734353214,
|
148 |
+
"eval_loss": 0.3149881064891815,
|
149 |
+
"eval_runtime": 5.1238,
|
150 |
+
"eval_samples_per_second": 585.508,
|
151 |
+
"eval_steps_per_second": 73.188,
|
152 |
+
"step": 1899
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 10.0,
|
156 |
+
"learning_rate": 6.666666666666666e-07,
|
157 |
+
"loss": 0.2191,
|
158 |
+
"step": 2110
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 10.0,
|
162 |
+
"eval_accuracy": 0.7813333333333333,
|
163 |
+
"eval_f1": 0.7801938582947333,
|
164 |
+
"eval_loss": 0.32408154010772705,
|
165 |
+
"eval_runtime": 5.366,
|
166 |
+
"eval_samples_per_second": 559.08,
|
167 |
+
"eval_steps_per_second": 69.885,
|
168 |
+
"step": 2110
|
169 |
+
},
|
170 |
+
{
|
171 |
+
"epoch": 11.0,
|
172 |
+
"learning_rate": 6.333333333333332e-07,
|
173 |
+
"loss": 0.2112,
|
174 |
+
"step": 2321
|
175 |
+
},
|
176 |
+
{
|
177 |
+
"epoch": 11.0,
|
178 |
+
"eval_accuracy": 0.7866666666666666,
|
179 |
+
"eval_f1": 0.785979422813256,
|
180 |
+
"eval_loss": 0.3275919258594513,
|
181 |
+
"eval_runtime": 5.1309,
|
182 |
+
"eval_samples_per_second": 584.694,
|
183 |
+
"eval_steps_per_second": 73.087,
|
184 |
+
"step": 2321
|
185 |
+
},
|
186 |
+
{
|
187 |
+
"epoch": 12.0,
|
188 |
+
"learning_rate": 6e-07,
|
189 |
+
"loss": 0.2047,
|
190 |
+
"step": 2532
|
191 |
+
},
|
192 |
+
{
|
193 |
+
"epoch": 12.0,
|
194 |
+
"eval_accuracy": 0.7896666666666666,
|
195 |
+
"eval_f1": 0.7886408467585846,
|
196 |
+
"eval_loss": 0.32662513852119446,
|
197 |
+
"eval_runtime": 5.3907,
|
198 |
+
"eval_samples_per_second": 556.515,
|
199 |
+
"eval_steps_per_second": 69.564,
|
200 |
+
"step": 2532
|
201 |
+
},
|
202 |
+
{
|
203 |
+
"epoch": 13.0,
|
204 |
+
"learning_rate": 5.666666666666666e-07,
|
205 |
+
"loss": 0.1973,
|
206 |
+
"step": 2743
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 13.0,
|
210 |
+
"eval_accuracy": 0.7893333333333333,
|
211 |
+
"eval_f1": 0.7883928571428571,
|
212 |
+
"eval_loss": 0.3298616409301758,
|
213 |
+
"eval_runtime": 5.1275,
|
214 |
+
"eval_samples_per_second": 585.084,
|
215 |
+
"eval_steps_per_second": 73.135,
|
216 |
+
"step": 2743
|
217 |
+
},
|
218 |
+
{
|
219 |
+
"epoch": 14.0,
|
220 |
+
"learning_rate": 5.333333333333333e-07,
|
221 |
+
"loss": 0.1897,
|
222 |
+
"step": 2954
|
223 |
+
},
|
224 |
+
{
|
225 |
+
"epoch": 14.0,
|
226 |
+
"eval_accuracy": 0.792,
|
227 |
+
"eval_f1": 0.790682602817108,
|
228 |
+
"eval_loss": 0.3300517499446869,
|
229 |
+
"eval_runtime": 5.2516,
|
230 |
+
"eval_samples_per_second": 571.251,
|
231 |
+
"eval_steps_per_second": 71.406,
|
232 |
+
"step": 2954
|
233 |
+
},
|
234 |
+
{
|
235 |
+
"epoch": 15.0,
|
236 |
+
"learning_rate": 5e-07,
|
237 |
+
"loss": 0.1862,
|
238 |
+
"step": 3165
|
239 |
+
},
|
240 |
+
{
|
241 |
+
"epoch": 15.0,
|
242 |
+
"eval_accuracy": 0.794,
|
243 |
+
"eval_f1": 0.7925361349683366,
|
244 |
+
"eval_loss": 0.3283214867115021,
|
245 |
+
"eval_runtime": 5.2002,
|
246 |
+
"eval_samples_per_second": 576.904,
|
247 |
+
"eval_steps_per_second": 72.113,
|
248 |
+
"step": 3165
|
249 |
+
},
|
250 |
+
{
|
251 |
+
"epoch": 16.0,
|
252 |
+
"learning_rate": 4.6666666666666666e-07,
|
253 |
+
"loss": 0.1802,
|
254 |
+
"step": 3376
|
255 |
+
},
|
256 |
+
{
|
257 |
+
"epoch": 16.0,
|
258 |
+
"eval_accuracy": 0.7906666666666666,
|
259 |
+
"eval_f1": 0.7902606112099692,
|
260 |
+
"eval_loss": 0.34650853276252747,
|
261 |
+
"eval_runtime": 5.3305,
|
262 |
+
"eval_samples_per_second": 562.794,
|
263 |
+
"eval_steps_per_second": 70.349,
|
264 |
+
"step": 3376
|
265 |
+
},
|
266 |
+
{
|
267 |
+
"epoch": 17.0,
|
268 |
+
"learning_rate": 4.3333333333333335e-07,
|
269 |
+
"loss": 0.1764,
|
270 |
+
"step": 3587
|
271 |
+
},
|
272 |
+
{
|
273 |
+
"epoch": 17.0,
|
274 |
+
"eval_accuracy": 0.7936666666666666,
|
275 |
+
"eval_f1": 0.7922121284784747,
|
276 |
+
"eval_loss": 0.33925381302833557,
|
277 |
+
"eval_runtime": 5.0983,
|
278 |
+
"eval_samples_per_second": 588.426,
|
279 |
+
"eval_steps_per_second": 73.553,
|
280 |
+
"step": 3587
|
281 |
+
},
|
282 |
+
{
|
283 |
+
"epoch": 18.0,
|
284 |
+
"learning_rate": 4e-07,
|
285 |
+
"loss": 0.1693,
|
286 |
+
"step": 3798
|
287 |
+
},
|
288 |
+
{
|
289 |
+
"epoch": 18.0,
|
290 |
+
"eval_accuracy": 0.7903333333333333,
|
291 |
+
"eval_f1": 0.7893497135234246,
|
292 |
+
"eval_loss": 0.34940385818481445,
|
293 |
+
"eval_runtime": 5.4092,
|
294 |
+
"eval_samples_per_second": 554.614,
|
295 |
+
"eval_steps_per_second": 69.327,
|
296 |
+
"step": 3798
|
297 |
+
},
|
298 |
+
{
|
299 |
+
"epoch": 19.0,
|
300 |
+
"learning_rate": 3.666666666666666e-07,
|
301 |
+
"loss": 0.1666,
|
302 |
+
"step": 4009
|
303 |
+
},
|
304 |
+
{
|
305 |
+
"epoch": 19.0,
|
306 |
+
"eval_accuracy": 0.7943333333333333,
|
307 |
+
"eval_f1": 0.7930196752075032,
|
308 |
+
"eval_loss": 0.3486180901527405,
|
309 |
+
"eval_runtime": 5.052,
|
310 |
+
"eval_samples_per_second": 593.829,
|
311 |
+
"eval_steps_per_second": 74.229,
|
312 |
+
"step": 4009
|
313 |
+
}
|
314 |
+
],
|
315 |
+
"max_steps": 6330,
|
316 |
+
"num_train_epochs": 30,
|
317 |
+
"total_flos": 2.7247334867190144e+16,
|
318 |
+
"trial_name": null,
|
319 |
+
"trial_params": null
|
320 |
+
}
|
checkpoint-4009/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3966be765a13463da707bf5cd58cd4c0452776ca8eaf9c649e2dbde2a9daa7b1
|
3 |
+
size 3119
|
checkpoint-4009/vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
pytorch_model.bin
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
size 498678125
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:11ea0be995a1d96adbe0fcdf66ace0ea5cc280c8c4100f27184e3de232f18763
|
3 |
size 498678125
|