Add clause model
Browse files- classfication_model/config.json +68 -0
- classfication_model/merges.txt +0 -0
- classfication_model/pytorch_model.bin +3 -0
- classfication_model/special_tokens_map.json +15 -0
- classfication_model/tokenizer.json +0 -0
- classfication_model/tokenizer_config.json +16 -0
- classfication_model/trainer_state.json +238 -0
- classfication_model/training_args.bin +3 -0
- classfication_model/vocab.json +0 -0
classfication_model/config.json
ADDED
@@ -0,0 +1,68 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "roberta-base",
|
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 |
+
"hidden_act": "gelu",
|
11 |
+
"hidden_dropout_prob": 0.1,
|
12 |
+
"hidden_size": 768,
|
13 |
+
"id2label": {
|
14 |
+
"0": "LABEL_0",
|
15 |
+
"1": "LABEL_1",
|
16 |
+
"2": "LABEL_2",
|
17 |
+
"3": "LABEL_3",
|
18 |
+
"4": "LABEL_4",
|
19 |
+
"5": "LABEL_5",
|
20 |
+
"6": "LABEL_6",
|
21 |
+
"7": "LABEL_7",
|
22 |
+
"8": "LABEL_8",
|
23 |
+
"9": "LABEL_9",
|
24 |
+
"10": "LABEL_10",
|
25 |
+
"11": "LABEL_11",
|
26 |
+
"12": "LABEL_12",
|
27 |
+
"13": "LABEL_13",
|
28 |
+
"14": "LABEL_14",
|
29 |
+
"15": "LABEL_15",
|
30 |
+
"16": "LABEL_16",
|
31 |
+
"17": "LABEL_17"
|
32 |
+
},
|
33 |
+
"initializer_range": 0.02,
|
34 |
+
"intermediate_size": 3072,
|
35 |
+
"label2id": {
|
36 |
+
"LABEL_0": 0,
|
37 |
+
"LABEL_1": 1,
|
38 |
+
"LABEL_10": 10,
|
39 |
+
"LABEL_11": 11,
|
40 |
+
"LABEL_12": 12,
|
41 |
+
"LABEL_13": 13,
|
42 |
+
"LABEL_14": 14,
|
43 |
+
"LABEL_15": 15,
|
44 |
+
"LABEL_16": 16,
|
45 |
+
"LABEL_17": 17,
|
46 |
+
"LABEL_2": 2,
|
47 |
+
"LABEL_3": 3,
|
48 |
+
"LABEL_4": 4,
|
49 |
+
"LABEL_5": 5,
|
50 |
+
"LABEL_6": 6,
|
51 |
+
"LABEL_7": 7,
|
52 |
+
"LABEL_8": 8,
|
53 |
+
"LABEL_9": 9
|
54 |
+
},
|
55 |
+
"layer_norm_eps": 1e-05,
|
56 |
+
"max_position_embeddings": 514,
|
57 |
+
"model_type": "roberta",
|
58 |
+
"num_attention_heads": 12,
|
59 |
+
"num_hidden_layers": 12,
|
60 |
+
"pad_token_id": 1,
|
61 |
+
"position_embedding_type": "absolute",
|
62 |
+
"problem_type": "single_label_classification",
|
63 |
+
"torch_dtype": "float32",
|
64 |
+
"transformers_version": "4.24.0",
|
65 |
+
"type_vocab_size": 1,
|
66 |
+
"use_cache": true,
|
67 |
+
"vocab_size": 50265
|
68 |
+
}
|
classfication_model/merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
classfication_model/pytorch_model.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:0264121801784420a0c3a505f66e36b94b32c1f13b2952e6f921e818b57153ff
|
3 |
+
size 498711285
|
classfication_model/special_tokens_map.json
ADDED
@@ -0,0 +1,15 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": "<s>",
|
3 |
+
"cls_token": "<s>",
|
4 |
+
"eos_token": "</s>",
|
5 |
+
"mask_token": {
|
6 |
+
"content": "<mask>",
|
7 |
+
"lstrip": true,
|
8 |
+
"normalized": false,
|
9 |
+
"rstrip": false,
|
10 |
+
"single_word": false
|
11 |
+
},
|
12 |
+
"pad_token": "<pad>",
|
13 |
+
"sep_token": "</s>",
|
14 |
+
"unk_token": "<unk>"
|
15 |
+
}
|
classfication_model/tokenizer.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|
classfication_model/tokenizer_config.json
ADDED
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_prefix_space": false,
|
3 |
+
"bos_token": "<s>",
|
4 |
+
"cls_token": "<s>",
|
5 |
+
"eos_token": "</s>",
|
6 |
+
"errors": "replace",
|
7 |
+
"mask_token": "<mask>",
|
8 |
+
"model_max_length": 512,
|
9 |
+
"name_or_path": "roberta-base",
|
10 |
+
"pad_token": "<pad>",
|
11 |
+
"sep_token": "</s>",
|
12 |
+
"special_tokens_map_file": null,
|
13 |
+
"tokenizer_class": "RobertaTokenizer",
|
14 |
+
"trim_offsets": true,
|
15 |
+
"unk_token": "<unk>"
|
16 |
+
}
|
classfication_model/trainer_state.json
ADDED
@@ -0,0 +1,238 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": null,
|
3 |
+
"best_model_checkpoint": null,
|
4 |
+
"epoch": 3.0,
|
5 |
+
"global_step": 3729,
|
6 |
+
"is_hyper_param_search": false,
|
7 |
+
"is_local_process_zero": true,
|
8 |
+
"is_world_process_zero": true,
|
9 |
+
"log_history": [
|
10 |
+
{
|
11 |
+
"epoch": 0.08,
|
12 |
+
"learning_rate": 9.919549477071602e-06,
|
13 |
+
"loss": 2.5542,
|
14 |
+
"step": 100
|
15 |
+
},
|
16 |
+
{
|
17 |
+
"epoch": 0.16,
|
18 |
+
"learning_rate": 9.839098954143203e-06,
|
19 |
+
"loss": 2.0524,
|
20 |
+
"step": 200
|
21 |
+
},
|
22 |
+
{
|
23 |
+
"epoch": 0.24,
|
24 |
+
"learning_rate": 9.758648431214803e-06,
|
25 |
+
"loss": 1.7355,
|
26 |
+
"step": 300
|
27 |
+
},
|
28 |
+
{
|
29 |
+
"epoch": 0.32,
|
30 |
+
"learning_rate": 9.678197908286404e-06,
|
31 |
+
"loss": 1.5379,
|
32 |
+
"step": 400
|
33 |
+
},
|
34 |
+
{
|
35 |
+
"epoch": 0.4,
|
36 |
+
"learning_rate": 9.597747385358007e-06,
|
37 |
+
"loss": 1.4171,
|
38 |
+
"step": 500
|
39 |
+
},
|
40 |
+
{
|
41 |
+
"epoch": 0.48,
|
42 |
+
"learning_rate": 9.517296862429608e-06,
|
43 |
+
"loss": 1.3007,
|
44 |
+
"step": 600
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.56,
|
48 |
+
"learning_rate": 9.436846339501209e-06,
|
49 |
+
"loss": 1.2555,
|
50 |
+
"step": 700
|
51 |
+
},
|
52 |
+
{
|
53 |
+
"epoch": 0.64,
|
54 |
+
"learning_rate": 9.35639581657281e-06,
|
55 |
+
"loss": 1.1933,
|
56 |
+
"step": 800
|
57 |
+
},
|
58 |
+
{
|
59 |
+
"epoch": 0.72,
|
60 |
+
"learning_rate": 9.27594529364441e-06,
|
61 |
+
"loss": 1.211,
|
62 |
+
"step": 900
|
63 |
+
},
|
64 |
+
{
|
65 |
+
"epoch": 0.8,
|
66 |
+
"learning_rate": 9.195494770716011e-06,
|
67 |
+
"loss": 1.1573,
|
68 |
+
"step": 1000
|
69 |
+
},
|
70 |
+
{
|
71 |
+
"epoch": 0.88,
|
72 |
+
"learning_rate": 9.11504424778761e-06,
|
73 |
+
"loss": 1.1225,
|
74 |
+
"step": 1100
|
75 |
+
},
|
76 |
+
{
|
77 |
+
"epoch": 0.97,
|
78 |
+
"learning_rate": 9.034593724859211e-06,
|
79 |
+
"loss": 1.0805,
|
80 |
+
"step": 1200
|
81 |
+
},
|
82 |
+
{
|
83 |
+
"epoch": 1.05,
|
84 |
+
"learning_rate": 8.954143201930812e-06,
|
85 |
+
"loss": 1.0202,
|
86 |
+
"step": 1300
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 1.13,
|
90 |
+
"learning_rate": 8.873692679002415e-06,
|
91 |
+
"loss": 1.0192,
|
92 |
+
"step": 1400
|
93 |
+
},
|
94 |
+
{
|
95 |
+
"epoch": 1.21,
|
96 |
+
"learning_rate": 8.793242156074015e-06,
|
97 |
+
"loss": 0.9795,
|
98 |
+
"step": 1500
|
99 |
+
},
|
100 |
+
{
|
101 |
+
"epoch": 1.29,
|
102 |
+
"learning_rate": 8.712791633145616e-06,
|
103 |
+
"loss": 1.0127,
|
104 |
+
"step": 1600
|
105 |
+
},
|
106 |
+
{
|
107 |
+
"epoch": 1.37,
|
108 |
+
"learning_rate": 8.632341110217217e-06,
|
109 |
+
"loss": 0.9978,
|
110 |
+
"step": 1700
|
111 |
+
},
|
112 |
+
{
|
113 |
+
"epoch": 1.45,
|
114 |
+
"learning_rate": 8.551890587288818e-06,
|
115 |
+
"loss": 0.9469,
|
116 |
+
"step": 1800
|
117 |
+
},
|
118 |
+
{
|
119 |
+
"epoch": 1.53,
|
120 |
+
"learning_rate": 8.471440064360419e-06,
|
121 |
+
"loss": 1.0574,
|
122 |
+
"step": 1900
|
123 |
+
},
|
124 |
+
{
|
125 |
+
"epoch": 1.61,
|
126 |
+
"learning_rate": 8.39098954143202e-06,
|
127 |
+
"loss": 0.9992,
|
128 |
+
"step": 2000
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 1.69,
|
132 |
+
"learning_rate": 8.31053901850362e-06,
|
133 |
+
"loss": 0.9614,
|
134 |
+
"step": 2100
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 1.77,
|
138 |
+
"learning_rate": 8.230088495575221e-06,
|
139 |
+
"loss": 0.9803,
|
140 |
+
"step": 2200
|
141 |
+
},
|
142 |
+
{
|
143 |
+
"epoch": 1.85,
|
144 |
+
"learning_rate": 8.149637972646824e-06,
|
145 |
+
"loss": 1.0217,
|
146 |
+
"step": 2300
|
147 |
+
},
|
148 |
+
{
|
149 |
+
"epoch": 1.93,
|
150 |
+
"learning_rate": 8.069187449718425e-06,
|
151 |
+
"loss": 0.981,
|
152 |
+
"step": 2400
|
153 |
+
},
|
154 |
+
{
|
155 |
+
"epoch": 2.01,
|
156 |
+
"learning_rate": 7.988736926790026e-06,
|
157 |
+
"loss": 0.9652,
|
158 |
+
"step": 2500
|
159 |
+
},
|
160 |
+
{
|
161 |
+
"epoch": 2.09,
|
162 |
+
"learning_rate": 7.908286403861627e-06,
|
163 |
+
"loss": 0.8977,
|
164 |
+
"step": 2600
|
165 |
+
},
|
166 |
+
{
|
167 |
+
"epoch": 2.17,
|
168 |
+
"learning_rate": 7.827835880933227e-06,
|
169 |
+
"loss": 0.8963,
|
170 |
+
"step": 2700
|
171 |
+
},
|
172 |
+
{
|
173 |
+
"epoch": 2.25,
|
174 |
+
"learning_rate": 7.747385358004828e-06,
|
175 |
+
"loss": 0.8518,
|
176 |
+
"step": 2800
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 2.33,
|
180 |
+
"learning_rate": 7.666934835076429e-06,
|
181 |
+
"loss": 0.9323,
|
182 |
+
"step": 2900
|
183 |
+
},
|
184 |
+
{
|
185 |
+
"epoch": 2.41,
|
186 |
+
"learning_rate": 7.586484312148029e-06,
|
187 |
+
"loss": 0.8418,
|
188 |
+
"step": 3000
|
189 |
+
},
|
190 |
+
{
|
191 |
+
"epoch": 2.49,
|
192 |
+
"learning_rate": 7.50603378921963e-06,
|
193 |
+
"loss": 0.8833,
|
194 |
+
"step": 3100
|
195 |
+
},
|
196 |
+
{
|
197 |
+
"epoch": 2.57,
|
198 |
+
"learning_rate": 7.425583266291232e-06,
|
199 |
+
"loss": 0.8693,
|
200 |
+
"step": 3200
|
201 |
+
},
|
202 |
+
{
|
203 |
+
"epoch": 2.65,
|
204 |
+
"learning_rate": 7.3451327433628326e-06,
|
205 |
+
"loss": 0.8958,
|
206 |
+
"step": 3300
|
207 |
+
},
|
208 |
+
{
|
209 |
+
"epoch": 2.74,
|
210 |
+
"learning_rate": 7.2646822204344334e-06,
|
211 |
+
"loss": 0.906,
|
212 |
+
"step": 3400
|
213 |
+
},
|
214 |
+
{
|
215 |
+
"epoch": 2.82,
|
216 |
+
"learning_rate": 7.184231697506034e-06,
|
217 |
+
"loss": 0.8296,
|
218 |
+
"step": 3500
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 2.9,
|
222 |
+
"learning_rate": 7.103781174577635e-06,
|
223 |
+
"loss": 0.879,
|
224 |
+
"step": 3600
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 2.98,
|
228 |
+
"learning_rate": 7.023330651649236e-06,
|
229 |
+
"loss": 0.8278,
|
230 |
+
"step": 3700
|
231 |
+
}
|
232 |
+
],
|
233 |
+
"max_steps": 12430,
|
234 |
+
"num_train_epochs": 10,
|
235 |
+
"total_flos": 3923746763567616.0,
|
236 |
+
"trial_name": null,
|
237 |
+
"trial_params": null
|
238 |
+
}
|
classfication_model/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3d55a2fbf59a2f7b6d32bb381de952dcb0e272397357927baea76deec7684f72
|
3 |
+
size 3451
|
classfication_model/vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|