ruru2701 commited on
Commit
72b880b
·
verified ·
1 Parent(s): 4da6dc5

End of training

Browse files
README.md ADDED
@@ -0,0 +1,69 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ ---
2
+ license: apache-2.0
3
+ base_model: distilbert-base-cased
4
+ tags:
5
+ - generated_from_trainer
6
+ metrics:
7
+ - accuracy
8
+ model-index:
9
+ - name: textclassifier
10
+ results: []
11
+ ---
12
+
13
+ <!-- This model card has been generated automatically according to the information the Trainer had access to. You
14
+ should probably proofread and complete it, then remove this comment. -->
15
+
16
+ # textclassifier
17
+
18
+ This model is a fine-tuned version of [distilbert-base-cased](https://huggingface.co/distilbert-base-cased) on the None dataset.
19
+ It achieves the following results on the evaluation set:
20
+ - Loss: 4.9168
21
+ - Accuracy: 0.0
22
+
23
+ ## Model description
24
+
25
+ More information needed
26
+
27
+ ## Intended uses & limitations
28
+
29
+ More information needed
30
+
31
+ ## Training and evaluation data
32
+
33
+ More information needed
34
+
35
+ ## Training procedure
36
+
37
+ ### Training hyperparameters
38
+
39
+ The following hyperparameters were used during training:
40
+ - learning_rate: 0.0002
41
+ - train_batch_size: 8
42
+ - eval_batch_size: 8
43
+ - seed: 42
44
+ - optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
45
+ - lr_scheduler_type: linear
46
+ - num_epochs: 10
47
+
48
+ ### Training results
49
+
50
+ | Training Loss | Epoch | Step | Validation Loss | Accuracy |
51
+ |:-------------:|:-----:|:----:|:---------------:|:--------:|
52
+ | 4.7871 | 1.0 | 46 | 4.8124 | 0.0 |
53
+ | 4.7669 | 2.0 | 92 | 4.8653 | 0.0 |
54
+ | 4.7888 | 3.0 | 138 | 4.8858 | 0.0 |
55
+ | 4.7498 | 4.0 | 184 | 4.8981 | 0.0 |
56
+ | 4.7449 | 5.0 | 230 | 4.8945 | 0.0 |
57
+ | 4.7261 | 6.0 | 276 | 4.9050 | 0.0 |
58
+ | 4.7295 | 7.0 | 322 | 4.9148 | 0.0 |
59
+ | 4.7181 | 8.0 | 368 | 4.9166 | 0.0 |
60
+ | 4.7094 | 9.0 | 414 | 4.9146 | 0.0 |
61
+ | 4.7064 | 10.0 | 460 | 4.9168 | 0.0 |
62
+
63
+
64
+ ### Framework versions
65
+
66
+ - Transformers 4.38.1
67
+ - Pytorch 2.1.0+cu121
68
+ - Datasets 2.17.1
69
+ - Tokenizers 0.15.2
config.json ADDED
@@ -0,0 +1,256 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "_name_or_path": "distilbert-base-cased",
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
+ "id2label": {
12
+ "0": "LABEL_0",
13
+ "1": "LABEL_1",
14
+ "2": "LABEL_2",
15
+ "3": "LABEL_3",
16
+ "4": "LABEL_4",
17
+ "5": "LABEL_5",
18
+ "6": "LABEL_6",
19
+ "7": "LABEL_7",
20
+ "8": "LABEL_8",
21
+ "9": "LABEL_9",
22
+ "10": "LABEL_10",
23
+ "11": "LABEL_11",
24
+ "12": "LABEL_12",
25
+ "13": "LABEL_13",
26
+ "14": "LABEL_14",
27
+ "15": "LABEL_15",
28
+ "16": "LABEL_16",
29
+ "17": "LABEL_17",
30
+ "18": "LABEL_18",
31
+ "19": "LABEL_19",
32
+ "20": "LABEL_20",
33
+ "21": "LABEL_21",
34
+ "22": "LABEL_22",
35
+ "23": "LABEL_23",
36
+ "24": "LABEL_24",
37
+ "25": "LABEL_25",
38
+ "26": "LABEL_26",
39
+ "27": "LABEL_27",
40
+ "28": "LABEL_28",
41
+ "29": "LABEL_29",
42
+ "30": "LABEL_30",
43
+ "31": "LABEL_31",
44
+ "32": "LABEL_32",
45
+ "33": "LABEL_33",
46
+ "34": "LABEL_34",
47
+ "35": "LABEL_35",
48
+ "36": "LABEL_36",
49
+ "37": "LABEL_37",
50
+ "38": "LABEL_38",
51
+ "39": "LABEL_39",
52
+ "40": "LABEL_40",
53
+ "41": "LABEL_41",
54
+ "42": "LABEL_42",
55
+ "43": "LABEL_43",
56
+ "44": "LABEL_44",
57
+ "45": "LABEL_45",
58
+ "46": "LABEL_46",
59
+ "47": "LABEL_47",
60
+ "48": "LABEL_48",
61
+ "49": "LABEL_49",
62
+ "50": "LABEL_50",
63
+ "51": "LABEL_51",
64
+ "52": "LABEL_52",
65
+ "53": "LABEL_53",
66
+ "54": "LABEL_54",
67
+ "55": "LABEL_55",
68
+ "56": "LABEL_56",
69
+ "57": "LABEL_57",
70
+ "58": "LABEL_58",
71
+ "59": "LABEL_59",
72
+ "60": "LABEL_60",
73
+ "61": "LABEL_61",
74
+ "62": "LABEL_62",
75
+ "63": "LABEL_63",
76
+ "64": "LABEL_64",
77
+ "65": "LABEL_65",
78
+ "66": "LABEL_66",
79
+ "67": "LABEL_67",
80
+ "68": "LABEL_68",
81
+ "69": "LABEL_69",
82
+ "70": "LABEL_70",
83
+ "71": "LABEL_71",
84
+ "72": "LABEL_72",
85
+ "73": "LABEL_73",
86
+ "74": "LABEL_74",
87
+ "75": "LABEL_75",
88
+ "76": "LABEL_76",
89
+ "77": "LABEL_77",
90
+ "78": "LABEL_78",
91
+ "79": "LABEL_79",
92
+ "80": "LABEL_80",
93
+ "81": "LABEL_81",
94
+ "82": "LABEL_82",
95
+ "83": "LABEL_83",
96
+ "84": "LABEL_84",
97
+ "85": "LABEL_85",
98
+ "86": "LABEL_86",
99
+ "87": "LABEL_87",
100
+ "88": "LABEL_88",
101
+ "89": "LABEL_89",
102
+ "90": "LABEL_90",
103
+ "91": "LABEL_91",
104
+ "92": "LABEL_92",
105
+ "93": "LABEL_93",
106
+ "94": "LABEL_94",
107
+ "95": "LABEL_95",
108
+ "96": "LABEL_96",
109
+ "97": "LABEL_97",
110
+ "98": "LABEL_98",
111
+ "99": "LABEL_99",
112
+ "100": "LABEL_100",
113
+ "101": "LABEL_101",
114
+ "102": "LABEL_102",
115
+ "103": "LABEL_103",
116
+ "104": "LABEL_104",
117
+ "105": "LABEL_105",
118
+ "106": "LABEL_106",
119
+ "107": "LABEL_107",
120
+ "108": "LABEL_108",
121
+ "109": "LABEL_109",
122
+ "110": "LABEL_110",
123
+ "111": "LABEL_111",
124
+ "112": "LABEL_112"
125
+ },
126
+ "initializer_range": 0.02,
127
+ "label2id": {
128
+ "LABEL_0": 0,
129
+ "LABEL_1": 1,
130
+ "LABEL_10": 10,
131
+ "LABEL_100": 100,
132
+ "LABEL_101": 101,
133
+ "LABEL_102": 102,
134
+ "LABEL_103": 103,
135
+ "LABEL_104": 104,
136
+ "LABEL_105": 105,
137
+ "LABEL_106": 106,
138
+ "LABEL_107": 107,
139
+ "LABEL_108": 108,
140
+ "LABEL_109": 109,
141
+ "LABEL_11": 11,
142
+ "LABEL_110": 110,
143
+ "LABEL_111": 111,
144
+ "LABEL_112": 112,
145
+ "LABEL_12": 12,
146
+ "LABEL_13": 13,
147
+ "LABEL_14": 14,
148
+ "LABEL_15": 15,
149
+ "LABEL_16": 16,
150
+ "LABEL_17": 17,
151
+ "LABEL_18": 18,
152
+ "LABEL_19": 19,
153
+ "LABEL_2": 2,
154
+ "LABEL_20": 20,
155
+ "LABEL_21": 21,
156
+ "LABEL_22": 22,
157
+ "LABEL_23": 23,
158
+ "LABEL_24": 24,
159
+ "LABEL_25": 25,
160
+ "LABEL_26": 26,
161
+ "LABEL_27": 27,
162
+ "LABEL_28": 28,
163
+ "LABEL_29": 29,
164
+ "LABEL_3": 3,
165
+ "LABEL_30": 30,
166
+ "LABEL_31": 31,
167
+ "LABEL_32": 32,
168
+ "LABEL_33": 33,
169
+ "LABEL_34": 34,
170
+ "LABEL_35": 35,
171
+ "LABEL_36": 36,
172
+ "LABEL_37": 37,
173
+ "LABEL_38": 38,
174
+ "LABEL_39": 39,
175
+ "LABEL_4": 4,
176
+ "LABEL_40": 40,
177
+ "LABEL_41": 41,
178
+ "LABEL_42": 42,
179
+ "LABEL_43": 43,
180
+ "LABEL_44": 44,
181
+ "LABEL_45": 45,
182
+ "LABEL_46": 46,
183
+ "LABEL_47": 47,
184
+ "LABEL_48": 48,
185
+ "LABEL_49": 49,
186
+ "LABEL_5": 5,
187
+ "LABEL_50": 50,
188
+ "LABEL_51": 51,
189
+ "LABEL_52": 52,
190
+ "LABEL_53": 53,
191
+ "LABEL_54": 54,
192
+ "LABEL_55": 55,
193
+ "LABEL_56": 56,
194
+ "LABEL_57": 57,
195
+ "LABEL_58": 58,
196
+ "LABEL_59": 59,
197
+ "LABEL_6": 6,
198
+ "LABEL_60": 60,
199
+ "LABEL_61": 61,
200
+ "LABEL_62": 62,
201
+ "LABEL_63": 63,
202
+ "LABEL_64": 64,
203
+ "LABEL_65": 65,
204
+ "LABEL_66": 66,
205
+ "LABEL_67": 67,
206
+ "LABEL_68": 68,
207
+ "LABEL_69": 69,
208
+ "LABEL_7": 7,
209
+ "LABEL_70": 70,
210
+ "LABEL_71": 71,
211
+ "LABEL_72": 72,
212
+ "LABEL_73": 73,
213
+ "LABEL_74": 74,
214
+ "LABEL_75": 75,
215
+ "LABEL_76": 76,
216
+ "LABEL_77": 77,
217
+ "LABEL_78": 78,
218
+ "LABEL_79": 79,
219
+ "LABEL_8": 8,
220
+ "LABEL_80": 80,
221
+ "LABEL_81": 81,
222
+ "LABEL_82": 82,
223
+ "LABEL_83": 83,
224
+ "LABEL_84": 84,
225
+ "LABEL_85": 85,
226
+ "LABEL_86": 86,
227
+ "LABEL_87": 87,
228
+ "LABEL_88": 88,
229
+ "LABEL_89": 89,
230
+ "LABEL_9": 9,
231
+ "LABEL_90": 90,
232
+ "LABEL_91": 91,
233
+ "LABEL_92": 92,
234
+ "LABEL_93": 93,
235
+ "LABEL_94": 94,
236
+ "LABEL_95": 95,
237
+ "LABEL_96": 96,
238
+ "LABEL_97": 97,
239
+ "LABEL_98": 98,
240
+ "LABEL_99": 99
241
+ },
242
+ "max_position_embeddings": 512,
243
+ "model_type": "distilbert",
244
+ "n_heads": 12,
245
+ "n_layers": 6,
246
+ "output_past": true,
247
+ "pad_token_id": 0,
248
+ "problem_type": "single_label_classification",
249
+ "qa_dropout": 0.1,
250
+ "seq_classif_dropout": 0.2,
251
+ "sinusoidal_pos_embds": false,
252
+ "tie_weights_": true,
253
+ "torch_dtype": "float32",
254
+ "transformers_version": "4.38.1",
255
+ "vocab_size": 28996
256
+ }
model.safetensors ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:098232842bc360b35dadd96e51d1e86ec42141363df96d688d92b275093eebbd
3
+ size 263486132
runs/Feb26_07-48-53_4bf9424f0cf5/events.out.tfevents.1708933739.4bf9424f0cf5.4637.0 ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:a5ff26a164b59abe0fafffec10f47be5e75576ffdd5d5cca489d4b7be93c7fbc
3
+ size 14933
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": false,
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
+ }
training_args.bin ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:b75db9db893630f02c862aa36771ef3ef0aa1fd4840107e0b99d7f432e19704a
3
+ size 4856
vocab.txt ADDED
The diff for this file is too large to render. See raw diff