Upload 9 files
Browse files- config.json +25 -0
- rng_state.pth +3 -0
- scheduler.pt +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +55 -0
- trainer_state.json +222 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
config.json
ADDED
@@ -0,0 +1,25 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "distilbert-base-uncased",
|
3 |
+
"activation": "gelu",
|
4 |
+
"architectures": [
|
5 |
+
"DistilBertForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_dropout": 0.1,
|
8 |
+
"dim": 768,
|
9 |
+
"dropout": 0.1,
|
10 |
+
"hidden_dim": 3072,
|
11 |
+
"initializer_range": 0.02,
|
12 |
+
"max_position_embeddings": 512,
|
13 |
+
"model_type": "distilbert",
|
14 |
+
"n_heads": 12,
|
15 |
+
"n_layers": 6,
|
16 |
+
"pad_token_id": 0,
|
17 |
+
"problem_type": "single_label_classification",
|
18 |
+
"qa_dropout": 0.1,
|
19 |
+
"seq_classif_dropout": 0.2,
|
20 |
+
"sinusoidal_pos_embds": false,
|
21 |
+
"tie_weights_": true,
|
22 |
+
"torch_dtype": "float32",
|
23 |
+
"transformers_version": "4.38.2",
|
24 |
+
"vocab_size": 30522
|
25 |
+
}
|
rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:e57ae2ea3e57c2244a1efaca430f6c19b3dd80610e151ffa81a26467b632ba71
|
3 |
+
size 14244
|
scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:80971cd36023f00f846eee6a046dce6bf3e0ba81d997216c3160dc310da5e796
|
3 |
+
size 1064
|
special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"cls_token": "[CLS]",
|
3 |
+
"mask_token": "[MASK]",
|
4 |
+
"pad_token": "[PAD]",
|
5 |
+
"sep_token": "[SEP]",
|
6 |
+
"unk_token": "[UNK]"
|
7 |
+
}
|
tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,55 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"added_tokens_decoder": {
|
3 |
+
"0": {
|
4 |
+
"content": "[PAD]",
|
5 |
+
"lstrip": false,
|
6 |
+
"normalized": false,
|
7 |
+
"rstrip": false,
|
8 |
+
"single_word": false,
|
9 |
+
"special": true
|
10 |
+
},
|
11 |
+
"100": {
|
12 |
+
"content": "[UNK]",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"101": {
|
20 |
+
"content": "[CLS]",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"102": {
|
28 |
+
"content": "[SEP]",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"103": {
|
36 |
+
"content": "[MASK]",
|
37 |
+
"lstrip": false,
|
38 |
+
"normalized": false,
|
39 |
+
"rstrip": false,
|
40 |
+
"single_word": false,
|
41 |
+
"special": true
|
42 |
+
}
|
43 |
+
},
|
44 |
+
"clean_up_tokenization_spaces": true,
|
45 |
+
"cls_token": "[CLS]",
|
46 |
+
"do_lower_case": true,
|
47 |
+
"mask_token": "[MASK]",
|
48 |
+
"model_max_length": 512,
|
49 |
+
"pad_token": "[PAD]",
|
50 |
+
"sep_token": "[SEP]",
|
51 |
+
"strip_accents": null,
|
52 |
+
"tokenize_chinese_chars": true,
|
53 |
+
"tokenizer_class": "DistilBertTokenizer",
|
54 |
+
"unk_token": "[UNK]"
|
55 |
+
}
|
trainer_state.json
ADDED
@@ -0,0 +1,222 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.3780292570590973,
|
3 |
+
"best_model_checkpoint": "/sphinx/u/culturebank/tiktok_data/controversial_data/models/combined_data_distilbert_4/checkpoint-210",
|
4 |
+
"epoch": 6.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 210,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.29,
|
13 |
+
"grad_norm": 2.306892156600952,
|
14 |
+
"learning_rate": 7.619047619047618e-06,
|
15 |
+
"loss": 0.6843,
|
16 |
+
"step": 10
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.57,
|
20 |
+
"grad_norm": 1.6495659351348877,
|
21 |
+
"learning_rate": 7.238095238095238e-06,
|
22 |
+
"loss": 0.6717,
|
23 |
+
"step": 20
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.86,
|
27 |
+
"grad_norm": 1.9257926940917969,
|
28 |
+
"learning_rate": 6.857142857142856e-06,
|
29 |
+
"loss": 0.6709,
|
30 |
+
"step": 30
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 1.0,
|
34 |
+
"eval_loss": 0.6314077377319336,
|
35 |
+
"eval_recall": 0.5,
|
36 |
+
"eval_runtime": 0.1157,
|
37 |
+
"eval_samples_per_second": 1011.601,
|
38 |
+
"eval_steps_per_second": 69.169,
|
39 |
+
"step": 35
|
40 |
+
},
|
41 |
+
{
|
42 |
+
"epoch": 1.14,
|
43 |
+
"grad_norm": 2.3859009742736816,
|
44 |
+
"learning_rate": 6.476190476190476e-06,
|
45 |
+
"loss": 0.6529,
|
46 |
+
"step": 40
|
47 |
+
},
|
48 |
+
{
|
49 |
+
"epoch": 1.43,
|
50 |
+
"grad_norm": 2.7452704906463623,
|
51 |
+
"learning_rate": 6.0952380952380945e-06,
|
52 |
+
"loss": 0.6063,
|
53 |
+
"step": 50
|
54 |
+
},
|
55 |
+
{
|
56 |
+
"epoch": 1.71,
|
57 |
+
"grad_norm": 2.4575912952423096,
|
58 |
+
"learning_rate": 5.7142857142857145e-06,
|
59 |
+
"loss": 0.6315,
|
60 |
+
"step": 60
|
61 |
+
},
|
62 |
+
{
|
63 |
+
"epoch": 2.0,
|
64 |
+
"grad_norm": 4.417150497436523,
|
65 |
+
"learning_rate": 5.333333333333333e-06,
|
66 |
+
"loss": 0.5804,
|
67 |
+
"step": 70
|
68 |
+
},
|
69 |
+
{
|
70 |
+
"epoch": 2.0,
|
71 |
+
"eval_loss": 0.5548444390296936,
|
72 |
+
"eval_recall": 0.9,
|
73 |
+
"eval_runtime": 0.1059,
|
74 |
+
"eval_samples_per_second": 1104.4,
|
75 |
+
"eval_steps_per_second": 75.515,
|
76 |
+
"step": 70
|
77 |
+
},
|
78 |
+
{
|
79 |
+
"epoch": 2.29,
|
80 |
+
"grad_norm": 2.3926234245300293,
|
81 |
+
"learning_rate": 4.952380952380952e-06,
|
82 |
+
"loss": 0.5411,
|
83 |
+
"step": 80
|
84 |
+
},
|
85 |
+
{
|
86 |
+
"epoch": 2.57,
|
87 |
+
"grad_norm": 3.461317539215088,
|
88 |
+
"learning_rate": 4.571428571428571e-06,
|
89 |
+
"loss": 0.5031,
|
90 |
+
"step": 90
|
91 |
+
},
|
92 |
+
{
|
93 |
+
"epoch": 2.86,
|
94 |
+
"grad_norm": 4.521629333496094,
|
95 |
+
"learning_rate": 4.19047619047619e-06,
|
96 |
+
"loss": 0.5264,
|
97 |
+
"step": 100
|
98 |
+
},
|
99 |
+
{
|
100 |
+
"epoch": 3.0,
|
101 |
+
"eval_loss": 0.4601297676563263,
|
102 |
+
"eval_recall": 0.9,
|
103 |
+
"eval_runtime": 0.113,
|
104 |
+
"eval_samples_per_second": 1035.499,
|
105 |
+
"eval_steps_per_second": 70.803,
|
106 |
+
"step": 105
|
107 |
+
},
|
108 |
+
{
|
109 |
+
"epoch": 3.14,
|
110 |
+
"grad_norm": 5.5885233879089355,
|
111 |
+
"learning_rate": 3.809523809523809e-06,
|
112 |
+
"loss": 0.4245,
|
113 |
+
"step": 110
|
114 |
+
},
|
115 |
+
{
|
116 |
+
"epoch": 3.43,
|
117 |
+
"grad_norm": 4.529420852661133,
|
118 |
+
"learning_rate": 3.428571428571428e-06,
|
119 |
+
"loss": 0.4956,
|
120 |
+
"step": 120
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 3.71,
|
124 |
+
"grad_norm": 3.9411473274230957,
|
125 |
+
"learning_rate": 3.0476190476190473e-06,
|
126 |
+
"loss": 0.4511,
|
127 |
+
"step": 130
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"epoch": 4.0,
|
131 |
+
"grad_norm": 9.669978141784668,
|
132 |
+
"learning_rate": 2.6666666666666664e-06,
|
133 |
+
"loss": 0.4133,
|
134 |
+
"step": 140
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 4.0,
|
138 |
+
"eval_loss": 0.40984398126602173,
|
139 |
+
"eval_recall": 0.9,
|
140 |
+
"eval_runtime": 0.1049,
|
141 |
+
"eval_samples_per_second": 1114.827,
|
142 |
+
"eval_steps_per_second": 76.228,
|
143 |
+
"step": 140
|
144 |
+
},
|
145 |
+
{
|
146 |
+
"epoch": 4.29,
|
147 |
+
"grad_norm": 4.2742390632629395,
|
148 |
+
"learning_rate": 2.2857142857142856e-06,
|
149 |
+
"loss": 0.382,
|
150 |
+
"step": 150
|
151 |
+
},
|
152 |
+
{
|
153 |
+
"epoch": 4.57,
|
154 |
+
"grad_norm": 3.2808213233947754,
|
155 |
+
"learning_rate": 1.9047619047619045e-06,
|
156 |
+
"loss": 0.3756,
|
157 |
+
"step": 160
|
158 |
+
},
|
159 |
+
{
|
160 |
+
"epoch": 4.86,
|
161 |
+
"grad_norm": 4.833192348480225,
|
162 |
+
"learning_rate": 1.5238095238095236e-06,
|
163 |
+
"loss": 0.3707,
|
164 |
+
"step": 170
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 5.0,
|
168 |
+
"eval_loss": 0.3795815408229828,
|
169 |
+
"eval_recall": 0.8,
|
170 |
+
"eval_runtime": 0.1097,
|
171 |
+
"eval_samples_per_second": 1066.759,
|
172 |
+
"eval_steps_per_second": 72.941,
|
173 |
+
"step": 175
|
174 |
+
},
|
175 |
+
{
|
176 |
+
"epoch": 5.14,
|
177 |
+
"grad_norm": 4.624128818511963,
|
178 |
+
"learning_rate": 1.1428571428571428e-06,
|
179 |
+
"loss": 0.3365,
|
180 |
+
"step": 180
|
181 |
+
},
|
182 |
+
{
|
183 |
+
"epoch": 5.43,
|
184 |
+
"grad_norm": 6.549154758453369,
|
185 |
+
"learning_rate": 7.619047619047618e-07,
|
186 |
+
"loss": 0.3851,
|
187 |
+
"step": 190
|
188 |
+
},
|
189 |
+
{
|
190 |
+
"epoch": 5.71,
|
191 |
+
"grad_norm": 2.928457021713257,
|
192 |
+
"learning_rate": 3.809523809523809e-07,
|
193 |
+
"loss": 0.32,
|
194 |
+
"step": 200
|
195 |
+
},
|
196 |
+
{
|
197 |
+
"epoch": 6.0,
|
198 |
+
"grad_norm": 8.7202787399292,
|
199 |
+
"learning_rate": 0.0,
|
200 |
+
"loss": 0.3771,
|
201 |
+
"step": 210
|
202 |
+
},
|
203 |
+
{
|
204 |
+
"epoch": 6.0,
|
205 |
+
"eval_loss": 0.3780292570590973,
|
206 |
+
"eval_recall": 0.9,
|
207 |
+
"eval_runtime": 0.1053,
|
208 |
+
"eval_samples_per_second": 1111.275,
|
209 |
+
"eval_steps_per_second": 75.985,
|
210 |
+
"step": 210
|
211 |
+
}
|
212 |
+
],
|
213 |
+
"logging_steps": 10,
|
214 |
+
"max_steps": 210,
|
215 |
+
"num_input_tokens_seen": 0,
|
216 |
+
"num_train_epochs": 6,
|
217 |
+
"save_steps": 500,
|
218 |
+
"total_flos": 92894315659848.0,
|
219 |
+
"train_batch_size": 16,
|
220 |
+
"trial_name": null,
|
221 |
+
"trial_params": null
|
222 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0fbe9b38bf17a8ade4c5094d5cd61a94588699f019d674d1eefbba9934ced957
|
3 |
+
size 5048
|
vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|