cbpuschmann commited on
Commit
175a9d8
1 Parent(s): b37604f

Upload folder using huggingface_hub

Browse files
.gitattributes CHANGED
@@ -33,3 +33,5 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
33
  *.zip filter=lfs diff=lfs merge=lfs -text
34
  *.zst filter=lfs diff=lfs merge=lfs -text
35
  *tfevents* filter=lfs diff=lfs merge=lfs -text
36
+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
37
+ unigram.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,26 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+
2
+ ---
3
+ tags:
4
+ - autotrain
5
+ - text-classification
6
+ base_model: sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2
7
+ widget:
8
+ - text: "I love AutoTrain"
9
+ ---
10
+
11
+ # Model Trained Using AutoTrain
12
+
13
+ - Problem type: Text Classification
14
+
15
+ ## Validation Metrics
16
+ loss: 0.022496581077575684
17
+
18
+ f1: 0.9958368026644463
19
+
20
+ precision: 0.9966666666666667
21
+
22
+ recall: 0.9950083194675541
23
+
24
+ auc: 0.9997131936477601
25
+
26
+ accuracy: 0.9958333333333333
checkpoint-900/config.json ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2",
3
+ "_num_labels": 2,
4
+ "architectures": [
5
+ "BertForSequenceClassification"
6
+ ],
7
+ "attention_probs_dropout_prob": 0.1,
8
+ "classifier_dropout": null,
9
+ "gradient_checkpointing": false,
10
+ "hidden_act": "gelu",
11
+ "hidden_dropout_prob": 0.1,
12
+ "hidden_size": 384,
13
+ "id2label": {
14
+ "0": "opposed",
15
+ "1": "supportive"
16
+ },
17
+ "initializer_range": 0.02,
18
+ "intermediate_size": 1536,
19
+ "label2id": {
20
+ "opposed": 0,
21
+ "supportive": 1
22
+ },
23
+ "layer_norm_eps": 1e-12,
24
+ "max_position_embeddings": 512,
25
+ "model_type": "bert",
26
+ "num_attention_heads": 12,
27
+ "num_hidden_layers": 12,
28
+ "pad_token_id": 0,
29
+ "position_embedding_type": "absolute",
30
+ "problem_type": "single_label_classification",
31
+ "torch_dtype": "float32",
32
+ "transformers_version": "4.46.2",
33
+ "type_vocab_size": 2,
34
+ "use_cache": true,
35
+ "vocab_size": 250037
36
+ }
checkpoint-900/model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e4b1495a47ad3a527c0dfcf401cc36db9493dbe7d79192b2f3c7d5fa9d042a74
3
+ size 470641664
checkpoint-900/optimizer.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d8a1a8ac5b9ea3e9cdcbc5a13bccbc9fb4f6b1f745eb0e19ce2a70d493de335f
3
+ size 941404410
checkpoint-900/rng_state_0.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:233bf325aa28b77fc904e89e6c421f017b5ee612cf71ccc190d170f5a4097073
3
+ size 15024
checkpoint-900/rng_state_1.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:870b887f3c980b6d6a4d950ac29c5482199c8b8c7bb380476b569b124878faff
3
+ size 15024
checkpoint-900/rng_state_2.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a03fcad5a5989e48d2bc3c44f9ad81b7fbab60067b24a5602d72e9024b25a5e2
3
+ size 15024
checkpoint-900/rng_state_3.pth ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:662d5e1a7c1f44a436dd9221001266098ccd561afff244745ba684e780296cb8
3
+ size 15024
checkpoint-900/scheduler.pt ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:fb791639ba1f0ba307b15746c0eab73364f7ec0332c468978d8fa578d4b2c805
3
+ size 1064
checkpoint-900/trainer_state.json ADDED
@@ -0,0 +1,333 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.033857524394989014,
3
+ "best_model_checkpoint": "autotrain-uezr0-uoiv8/checkpoint-900",
4
+ "epoch": 3.0,
5
+ "eval_steps": 500,
6
+ "global_step": 900,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.08333333333333333,
13
+ "grad_norm": 1.82069730758667,
14
+ "learning_rate": 1.388888888888889e-05,
15
+ "loss": 0.6908,
16
+ "step": 25
17
+ },
18
+ {
19
+ "epoch": 0.16666666666666666,
20
+ "grad_norm": 2.137547731399536,
21
+ "learning_rate": 2.777777777777778e-05,
22
+ "loss": 0.6406,
23
+ "step": 50
24
+ },
25
+ {
26
+ "epoch": 0.25,
27
+ "grad_norm": 4.0937089920043945,
28
+ "learning_rate": 4.166666666666667e-05,
29
+ "loss": 0.4508,
30
+ "step": 75
31
+ },
32
+ {
33
+ "epoch": 0.3333333333333333,
34
+ "grad_norm": 1.7516766786575317,
35
+ "learning_rate": 4.938271604938271e-05,
36
+ "loss": 0.221,
37
+ "step": 100
38
+ },
39
+ {
40
+ "epoch": 0.4166666666666667,
41
+ "grad_norm": 0.4161239266395569,
42
+ "learning_rate": 4.7901234567901237e-05,
43
+ "loss": 0.1776,
44
+ "step": 125
45
+ },
46
+ {
47
+ "epoch": 0.5,
48
+ "grad_norm": 0.2219855636358261,
49
+ "learning_rate": 4.635802469135803e-05,
50
+ "loss": 0.077,
51
+ "step": 150
52
+ },
53
+ {
54
+ "epoch": 0.5833333333333334,
55
+ "grad_norm": 0.8288750648498535,
56
+ "learning_rate": 4.481481481481482e-05,
57
+ "loss": 0.0728,
58
+ "step": 175
59
+ },
60
+ {
61
+ "epoch": 0.6666666666666666,
62
+ "grad_norm": 0.7433828115463257,
63
+ "learning_rate": 4.327160493827161e-05,
64
+ "loss": 0.1121,
65
+ "step": 200
66
+ },
67
+ {
68
+ "epoch": 0.75,
69
+ "grad_norm": 0.09709342569112778,
70
+ "learning_rate": 4.17283950617284e-05,
71
+ "loss": 0.0739,
72
+ "step": 225
73
+ },
74
+ {
75
+ "epoch": 0.8333333333333334,
76
+ "grad_norm": 0.078657366335392,
77
+ "learning_rate": 4.018518518518519e-05,
78
+ "loss": 0.0763,
79
+ "step": 250
80
+ },
81
+ {
82
+ "epoch": 0.9166666666666666,
83
+ "grad_norm": 0.0632229894399643,
84
+ "learning_rate": 3.864197530864197e-05,
85
+ "loss": 0.0652,
86
+ "step": 275
87
+ },
88
+ {
89
+ "epoch": 1.0,
90
+ "grad_norm": 0.05742119625210762,
91
+ "learning_rate": 3.709876543209877e-05,
92
+ "loss": 0.0975,
93
+ "step": 300
94
+ },
95
+ {
96
+ "epoch": 1.0,
97
+ "eval_accuracy": 0.9879166666666667,
98
+ "eval_auc": 0.9982201339448166,
99
+ "eval_f1": 0.9879317519766958,
100
+ "eval_loss": 0.0525396354496479,
101
+ "eval_precision": 0.9883430474604497,
102
+ "eval_recall": 0.9875207986688852,
103
+ "eval_runtime": 1.0448,
104
+ "eval_samples_per_second": 2297.14,
105
+ "eval_steps_per_second": 36.371,
106
+ "step": 300
107
+ },
108
+ {
109
+ "epoch": 1.0833333333333333,
110
+ "grad_norm": 0.05390068516135216,
111
+ "learning_rate": 3.555555555555556e-05,
112
+ "loss": 0.0312,
113
+ "step": 325
114
+ },
115
+ {
116
+ "epoch": 1.1666666666666667,
117
+ "grad_norm": 0.04680803418159485,
118
+ "learning_rate": 3.401234567901235e-05,
119
+ "loss": 0.056,
120
+ "step": 350
121
+ },
122
+ {
123
+ "epoch": 1.25,
124
+ "grad_norm": 0.044450074434280396,
125
+ "learning_rate": 3.2469135802469134e-05,
126
+ "loss": 0.0256,
127
+ "step": 375
128
+ },
129
+ {
130
+ "epoch": 1.3333333333333333,
131
+ "grad_norm": 7.118642330169678,
132
+ "learning_rate": 3.0925925925925924e-05,
133
+ "loss": 0.0274,
134
+ "step": 400
135
+ },
136
+ {
137
+ "epoch": 1.4166666666666667,
138
+ "grad_norm": 0.03718909993767738,
139
+ "learning_rate": 2.9382716049382718e-05,
140
+ "loss": 0.0424,
141
+ "step": 425
142
+ },
143
+ {
144
+ "epoch": 1.5,
145
+ "grad_norm": 0.03126256540417671,
146
+ "learning_rate": 2.783950617283951e-05,
147
+ "loss": 0.028,
148
+ "step": 450
149
+ },
150
+ {
151
+ "epoch": 1.5833333333333335,
152
+ "grad_norm": 0.04140450805425644,
153
+ "learning_rate": 2.6296296296296296e-05,
154
+ "loss": 0.0809,
155
+ "step": 475
156
+ },
157
+ {
158
+ "epoch": 1.6666666666666665,
159
+ "grad_norm": 0.031227530911564827,
160
+ "learning_rate": 2.475308641975309e-05,
161
+ "loss": 0.0303,
162
+ "step": 500
163
+ },
164
+ {
165
+ "epoch": 1.75,
166
+ "grad_norm": 0.03383219987154007,
167
+ "learning_rate": 2.3209876543209877e-05,
168
+ "loss": 0.0297,
169
+ "step": 525
170
+ },
171
+ {
172
+ "epoch": 1.8333333333333335,
173
+ "grad_norm": 0.21085390448570251,
174
+ "learning_rate": 2.1666666666666667e-05,
175
+ "loss": 0.058,
176
+ "step": 550
177
+ },
178
+ {
179
+ "epoch": 1.9166666666666665,
180
+ "grad_norm": 0.0288908202201128,
181
+ "learning_rate": 2.0123456790123457e-05,
182
+ "loss": 0.0398,
183
+ "step": 575
184
+ },
185
+ {
186
+ "epoch": 2.0,
187
+ "grad_norm": 0.045943427830934525,
188
+ "learning_rate": 1.8580246913580248e-05,
189
+ "loss": 0.0309,
190
+ "step": 600
191
+ },
192
+ {
193
+ "epoch": 2.0,
194
+ "eval_accuracy": 0.9891666666666666,
195
+ "eval_auc": 0.9969343664843513,
196
+ "eval_f1": 0.9891576313594662,
197
+ "eval_loss": 0.051070552319288254,
198
+ "eval_precision": 0.9916387959866221,
199
+ "eval_recall": 0.9866888519134775,
200
+ "eval_runtime": 1.0335,
201
+ "eval_samples_per_second": 2322.126,
202
+ "eval_steps_per_second": 36.767,
203
+ "step": 600
204
+ },
205
+ {
206
+ "epoch": 2.0833333333333335,
207
+ "grad_norm": 0.03196296840906143,
208
+ "learning_rate": 1.7037037037037038e-05,
209
+ "loss": 0.032,
210
+ "step": 625
211
+ },
212
+ {
213
+ "epoch": 2.1666666666666665,
214
+ "grad_norm": 0.029745565727353096,
215
+ "learning_rate": 1.549382716049383e-05,
216
+ "loss": 0.0309,
217
+ "step": 650
218
+ },
219
+ {
220
+ "epoch": 2.25,
221
+ "grad_norm": 0.027830524370074272,
222
+ "learning_rate": 1.3950617283950617e-05,
223
+ "loss": 0.0329,
224
+ "step": 675
225
+ },
226
+ {
227
+ "epoch": 2.3333333333333335,
228
+ "grad_norm": 0.025451036170125008,
229
+ "learning_rate": 1.2407407407407408e-05,
230
+ "loss": 0.0092,
231
+ "step": 700
232
+ },
233
+ {
234
+ "epoch": 2.4166666666666665,
235
+ "grad_norm": 0.024281444028019905,
236
+ "learning_rate": 1.0864197530864198e-05,
237
+ "loss": 0.0362,
238
+ "step": 725
239
+ },
240
+ {
241
+ "epoch": 2.5,
242
+ "grad_norm": 0.02248438447713852,
243
+ "learning_rate": 9.320987654320989e-06,
244
+ "loss": 0.0189,
245
+ "step": 750
246
+ },
247
+ {
248
+ "epoch": 2.5833333333333335,
249
+ "grad_norm": 0.022118769586086273,
250
+ "learning_rate": 7.777777777777777e-06,
251
+ "loss": 0.0134,
252
+ "step": 775
253
+ },
254
+ {
255
+ "epoch": 2.6666666666666665,
256
+ "grad_norm": 0.0221453458070755,
257
+ "learning_rate": 6.234567901234569e-06,
258
+ "loss": 0.0096,
259
+ "step": 800
260
+ },
261
+ {
262
+ "epoch": 2.75,
263
+ "grad_norm": 0.02116595022380352,
264
+ "learning_rate": 4.691358024691358e-06,
265
+ "loss": 0.0194,
266
+ "step": 825
267
+ },
268
+ {
269
+ "epoch": 2.8333333333333335,
270
+ "grad_norm": 0.02011377364397049,
271
+ "learning_rate": 3.148148148148148e-06,
272
+ "loss": 0.0106,
273
+ "step": 850
274
+ },
275
+ {
276
+ "epoch": 2.9166666666666665,
277
+ "grad_norm": 0.02164468728005886,
278
+ "learning_rate": 1.6049382716049385e-06,
279
+ "loss": 0.0093,
280
+ "step": 875
281
+ },
282
+ {
283
+ "epoch": 3.0,
284
+ "grad_norm": 0.037997905164957047,
285
+ "learning_rate": 6.17283950617284e-08,
286
+ "loss": 0.0185,
287
+ "step": 900
288
+ },
289
+ {
290
+ "epoch": 3.0,
291
+ "eval_accuracy": 0.9933333333333333,
292
+ "eval_auc": 0.9984406206683908,
293
+ "eval_f1": 0.9933333333333333,
294
+ "eval_loss": 0.033857524394989014,
295
+ "eval_precision": 0.994991652754591,
296
+ "eval_recall": 0.9916805324459235,
297
+ "eval_runtime": 1.0406,
298
+ "eval_samples_per_second": 2306.446,
299
+ "eval_steps_per_second": 36.519,
300
+ "step": 900
301
+ }
302
+ ],
303
+ "logging_steps": 25,
304
+ "max_steps": 900,
305
+ "num_input_tokens_seen": 0,
306
+ "num_train_epochs": 3,
307
+ "save_steps": 500,
308
+ "stateful_callbacks": {
309
+ "EarlyStoppingCallback": {
310
+ "args": {
311
+ "early_stopping_patience": 5,
312
+ "early_stopping_threshold": 0.01
313
+ },
314
+ "attributes": {
315
+ "early_stopping_patience_counter": 0
316
+ }
317
+ },
318
+ "TrainerControl": {
319
+ "args": {
320
+ "should_epoch_stop": false,
321
+ "should_evaluate": false,
322
+ "should_log": false,
323
+ "should_save": true,
324
+ "should_training_stop": true
325
+ },
326
+ "attributes": {}
327
+ }
328
+ },
329
+ "total_flos": 474283650318336.0,
330
+ "train_batch_size": 8,
331
+ "trial_name": null,
332
+ "trial_params": null
333
+ }
checkpoint-900/training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c99223f295eb8289ffaaffb2bf13f03bcb39de34bf1519699c18c5a5402376c6
3
+ size 5304
config.json ADDED
@@ -0,0 +1,36 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2",
3
+ "_num_labels": 2,
4
+ "architectures": [
5
+ "BertForSequenceClassification"
6
+ ],
7
+ "attention_probs_dropout_prob": 0.1,
8
+ "classifier_dropout": null,
9
+ "gradient_checkpointing": false,
10
+ "hidden_act": "gelu",
11
+ "hidden_dropout_prob": 0.1,
12
+ "hidden_size": 384,
13
+ "id2label": {
14
+ "0": "opposed",
15
+ "1": "supportive"
16
+ },
17
+ "initializer_range": 0.02,
18
+ "intermediate_size": 1536,
19
+ "label2id": {
20
+ "opposed": 0,
21
+ "supportive": 1
22
+ },
23
+ "layer_norm_eps": 1e-12,
24
+ "max_position_embeddings": 512,
25
+ "model_type": "bert",
26
+ "num_attention_heads": 12,
27
+ "num_hidden_layers": 12,
28
+ "pad_token_id": 0,
29
+ "position_embedding_type": "absolute",
30
+ "problem_type": "single_label_classification",
31
+ "torch_dtype": "float32",
32
+ "transformers_version": "4.46.2",
33
+ "type_vocab_size": 2,
34
+ "use_cache": true,
35
+ "vocab_size": 250037
36
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:e4b1495a47ad3a527c0dfcf401cc36db9493dbe7d79192b2f3c7d5fa9d042a74
3
+ size 470641664
runs/Dec02_13-27-59_r-cbpuschmann-sfautotrain-etooiy4s-3f6aa-552dm/events.out.tfevents.1733146081.r-cbpuschmann-sfautotrain-etooiy4s-3f6aa-552dm.223.0 CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:c25440a020bd96461e7cf1386926cee910f2ddb7ad9c7131f490d2153a698a1c
3
- size 5259
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:494c25e0d9824b424f5b82ea60255a16b7698a2ce64dfe8ca3219ee4f8b0a240
3
+ size 14746
runs/Dec02_13-27-59_r-cbpuschmann-sfautotrain-etooiy4s-3f6aa-552dm/events.out.tfevents.1733146141.r-cbpuschmann-sfautotrain-etooiy4s-3f6aa-552dm.223.1 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:cf7a444262de009e35009429c744a90f3129008516a2a074a7ffa1cff5984d63
3
+ size 607
special_tokens_map.json ADDED
@@ -0,0 +1,51 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "bos_token": {
3
+ "content": "<s>",
4
+ "lstrip": false,
5
+ "normalized": false,
6
+ "rstrip": false,
7
+ "single_word": false
8
+ },
9
+ "cls_token": {
10
+ "content": "<s>",
11
+ "lstrip": false,
12
+ "normalized": false,
13
+ "rstrip": false,
14
+ "single_word": false
15
+ },
16
+ "eos_token": {
17
+ "content": "</s>",
18
+ "lstrip": false,
19
+ "normalized": false,
20
+ "rstrip": false,
21
+ "single_word": false
22
+ },
23
+ "mask_token": {
24
+ "content": "<mask>",
25
+ "lstrip": true,
26
+ "normalized": false,
27
+ "rstrip": false,
28
+ "single_word": false
29
+ },
30
+ "pad_token": {
31
+ "content": "<pad>",
32
+ "lstrip": false,
33
+ "normalized": false,
34
+ "rstrip": false,
35
+ "single_word": false
36
+ },
37
+ "sep_token": {
38
+ "content": "</s>",
39
+ "lstrip": false,
40
+ "normalized": false,
41
+ "rstrip": false,
42
+ "single_word": false
43
+ },
44
+ "unk_token": {
45
+ "content": "<unk>",
46
+ "lstrip": false,
47
+ "normalized": false,
48
+ "rstrip": false,
49
+ "single_word": false
50
+ }
51
+ }
tokenizer.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3c088c06cf975b7097e469bd69630cdb0d675c6db1ce3af1042b6e19c6d01f22
3
+ size 17082999
tokenizer_config.json ADDED
@@ -0,0 +1,64 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "added_tokens_decoder": {
3
+ "0": {
4
+ "content": "<s>",
5
+ "lstrip": false,
6
+ "normalized": false,
7
+ "rstrip": false,
8
+ "single_word": false,
9
+ "special": true
10
+ },
11
+ "1": {
12
+ "content": "<pad>",
13
+ "lstrip": false,
14
+ "normalized": false,
15
+ "rstrip": false,
16
+ "single_word": false,
17
+ "special": true
18
+ },
19
+ "2": {
20
+ "content": "</s>",
21
+ "lstrip": false,
22
+ "normalized": false,
23
+ "rstrip": false,
24
+ "single_word": false,
25
+ "special": true
26
+ },
27
+ "3": {
28
+ "content": "<unk>",
29
+ "lstrip": false,
30
+ "normalized": false,
31
+ "rstrip": false,
32
+ "single_word": false,
33
+ "special": true
34
+ },
35
+ "250001": {
36
+ "content": "<mask>",
37
+ "lstrip": true,
38
+ "normalized": false,
39
+ "rstrip": false,
40
+ "single_word": false,
41
+ "special": true
42
+ }
43
+ },
44
+ "bos_token": "<s>",
45
+ "clean_up_tokenization_spaces": false,
46
+ "cls_token": "<s>",
47
+ "do_lower_case": true,
48
+ "eos_token": "</s>",
49
+ "mask_token": "<mask>",
50
+ "max_length": 128,
51
+ "model_max_length": 512,
52
+ "pad_to_multiple_of": null,
53
+ "pad_token": "<pad>",
54
+ "pad_token_type_id": 0,
55
+ "padding_side": "right",
56
+ "sep_token": "</s>",
57
+ "stride": 0,
58
+ "strip_accents": null,
59
+ "tokenize_chinese_chars": true,
60
+ "tokenizer_class": "BertTokenizer",
61
+ "truncation_side": "right",
62
+ "truncation_strategy": "longest_first",
63
+ "unk_token": "<unk>"
64
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:c99223f295eb8289ffaaffb2bf13f03bcb39de34bf1519699c18c5a5402376c6
3
+ size 5304
training_params.json ADDED
@@ -0,0 +1,30 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "data_path": "autotrain-uezr0-uoiv8/autotrain-data",
3
+ "model": "sentence-transformers/paraphrase-multilingual-MiniLM-L12-v2",
4
+ "lr": 5e-05,
5
+ "epochs": 3,
6
+ "max_seq_length": 128,
7
+ "batch_size": 8,
8
+ "warmup_ratio": 0.1,
9
+ "gradient_accumulation": 1,
10
+ "optimizer": "adamw_torch",
11
+ "scheduler": "linear",
12
+ "weight_decay": 0.0,
13
+ "max_grad_norm": 1.0,
14
+ "seed": 42,
15
+ "train_split": "train",
16
+ "valid_split": "validation",
17
+ "text_column": "autotrain_text",
18
+ "target_column": "autotrain_label",
19
+ "logging_steps": -1,
20
+ "project_name": "autotrain-uezr0-uoiv8",
21
+ "auto_find_batch_size": false,
22
+ "mixed_precision": "fp16",
23
+ "save_total_limit": 1,
24
+ "push_to_hub": true,
25
+ "eval_strategy": "epoch",
26
+ "username": "cbpuschmann",
27
+ "log": "tensorboard",
28
+ "early_stopping_patience": 5,
29
+ "early_stopping_threshold": 0.01
30
+ }
unigram.json ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:da145b5e7700ae40f16691ec32a0b1fdc1ee3298db22a31ea55f57a966c4a65d
3
+ size 14763260