Upload folder using huggingface_hub
Browse files- README.md +26 -0
- checkpoint-33/config.json +36 -0
- checkpoint-33/model.safetensors +3 -0
- checkpoint-33/optimizer.pt +3 -0
- checkpoint-33/rng_state.pth +3 -0
- checkpoint-33/scheduler.pt +3 -0
- checkpoint-33/trainer_state.json +312 -0
- checkpoint-33/training_args.bin +3 -0
- config.json +36 -0
- model.safetensors +3 -0
- runs/Jun22_14-03-07_r-amre-autotrain-foerderfibel-x0kr21pd-8e24b-22osc/events.out.tfevents.1719064988.r-amre-autotrain-foerderfibel-x0kr21pd-8e24b-22osc.209.0 +2 -2
- runs/Jun22_14-03-07_r-amre-autotrain-foerderfibel-x0kr21pd-8e24b-22osc/events.out.tfevents.1719065201.r-amre-autotrain-foerderfibel-x0kr21pd-8e24b-22osc.209.1 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +55 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.txt +0 -0
README.md
ADDED
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
---
|
3 |
+
tags:
|
4 |
+
- autotrain
|
5 |
+
- text-classification
|
6 |
+
base_model: google-bert/bert-base-uncased
|
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: 0.03319514915347099
|
17 |
+
|
18 |
+
f1: 1.0
|
19 |
+
|
20 |
+
precision: 1.0
|
21 |
+
|
22 |
+
recall: 1.0
|
23 |
+
|
24 |
+
auc: 1.0
|
25 |
+
|
26 |
+
accuracy: 1.0
|
checkpoint-33/config.json
ADDED
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google-bert/bert-base-uncased",
|
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": 768,
|
13 |
+
"id2label": {
|
14 |
+
"0": "bad",
|
15 |
+
"1": "good"
|
16 |
+
},
|
17 |
+
"initializer_range": 0.02,
|
18 |
+
"intermediate_size": 3072,
|
19 |
+
"label2id": {
|
20 |
+
"bad": 0,
|
21 |
+
"good": 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": "4.41.2",
|
33 |
+
"type_vocab_size": 2,
|
34 |
+
"use_cache": true,
|
35 |
+
"vocab_size": 30522
|
36 |
+
}
|
checkpoint-33/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7c788798205d3d53d6b443880010736a675707ccfff41bee6c274ae7443392d6
|
3 |
+
size 437958648
|
checkpoint-33/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7eeecebdf9beb45fbffecbc97765dae401a17c4db19470ca8128238bfe16b10c
|
3 |
+
size 876032762
|
checkpoint-33/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:348fb8fcc20a54e94bcc1e929a18a2b2866c705ca130e8ae75d703f77c5e05fd
|
3 |
+
size 13990
|
checkpoint-33/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7c83ada173bd68ec90f0f92b7e1947554b1d5c514bcf319907210588decb5cc3
|
3 |
+
size 1064
|
checkpoint-33/trainer_state.json
ADDED
@@ -0,0 +1,312 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.03319514915347099,
|
3 |
+
"best_model_checkpoint": "autotrain-4usrt-85kzb/checkpoint-33",
|
4 |
+
"epoch": 3.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 33,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.09090909090909091,
|
13 |
+
"grad_norm": 11.761338233947754,
|
14 |
+
"learning_rate": 1.25e-05,
|
15 |
+
"loss": 0.8704,
|
16 |
+
"step": 1
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.18181818181818182,
|
20 |
+
"grad_norm": 7.499186038970947,
|
21 |
+
"learning_rate": 2.5e-05,
|
22 |
+
"loss": 0.5885,
|
23 |
+
"step": 2
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.2727272727272727,
|
27 |
+
"grad_norm": 5.171218395233154,
|
28 |
+
"learning_rate": 3.7500000000000003e-05,
|
29 |
+
"loss": 0.615,
|
30 |
+
"step": 3
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.36363636363636365,
|
34 |
+
"grad_norm": 10.380544662475586,
|
35 |
+
"learning_rate": 5e-05,
|
36 |
+
"loss": 0.6992,
|
37 |
+
"step": 4
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.45454545454545453,
|
41 |
+
"grad_norm": 5.8920512199401855,
|
42 |
+
"learning_rate": 4.827586206896552e-05,
|
43 |
+
"loss": 0.5152,
|
44 |
+
"step": 5
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.5454545454545454,
|
48 |
+
"grad_norm": 6.648828506469727,
|
49 |
+
"learning_rate": 4.655172413793104e-05,
|
50 |
+
"loss": 0.4446,
|
51 |
+
"step": 6
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.6363636363636364,
|
55 |
+
"grad_norm": 12.528966903686523,
|
56 |
+
"learning_rate": 4.482758620689655e-05,
|
57 |
+
"loss": 0.4955,
|
58 |
+
"step": 7
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.7272727272727273,
|
62 |
+
"grad_norm": 7.694393157958984,
|
63 |
+
"learning_rate": 4.3103448275862066e-05,
|
64 |
+
"loss": 0.5072,
|
65 |
+
"step": 8
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.8181818181818182,
|
69 |
+
"grad_norm": 7.016471862792969,
|
70 |
+
"learning_rate": 4.1379310344827587e-05,
|
71 |
+
"loss": 0.2834,
|
72 |
+
"step": 9
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 0.9090909090909091,
|
76 |
+
"grad_norm": 7.048137664794922,
|
77 |
+
"learning_rate": 3.965517241379311e-05,
|
78 |
+
"loss": 0.2472,
|
79 |
+
"step": 10
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"epoch": 1.0,
|
83 |
+
"grad_norm": 7.261392116546631,
|
84 |
+
"learning_rate": 3.793103448275862e-05,
|
85 |
+
"loss": 0.2076,
|
86 |
+
"step": 11
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 1.0,
|
90 |
+
"eval_accuracy": 0.9523809523809523,
|
91 |
+
"eval_auc": 1.0,
|
92 |
+
"eval_f1": 0.9473684210526315,
|
93 |
+
"eval_loss": 0.1770750731229782,
|
94 |
+
"eval_precision": 1.0,
|
95 |
+
"eval_recall": 0.9,
|
96 |
+
"eval_runtime": 4.8171,
|
97 |
+
"eval_samples_per_second": 4.359,
|
98 |
+
"eval_steps_per_second": 0.415,
|
99 |
+
"step": 11
|
100 |
+
},
|
101 |
+
{
|
102 |
+
"epoch": 1.0909090909090908,
|
103 |
+
"grad_norm": 6.019667625427246,
|
104 |
+
"learning_rate": 3.620689655172414e-05,
|
105 |
+
"loss": 0.1873,
|
106 |
+
"step": 12
|
107 |
+
},
|
108 |
+
{
|
109 |
+
"epoch": 1.1818181818181819,
|
110 |
+
"grad_norm": 4.4459710121154785,
|
111 |
+
"learning_rate": 3.4482758620689657e-05,
|
112 |
+
"loss": 0.119,
|
113 |
+
"step": 13
|
114 |
+
},
|
115 |
+
{
|
116 |
+
"epoch": 1.2727272727272727,
|
117 |
+
"grad_norm": 2.7395246028900146,
|
118 |
+
"learning_rate": 3.275862068965517e-05,
|
119 |
+
"loss": 0.0936,
|
120 |
+
"step": 14
|
121 |
+
},
|
122 |
+
{
|
123 |
+
"epoch": 1.3636363636363638,
|
124 |
+
"grad_norm": 2.9547948837280273,
|
125 |
+
"learning_rate": 3.103448275862069e-05,
|
126 |
+
"loss": 0.0986,
|
127 |
+
"step": 15
|
128 |
+
},
|
129 |
+
{
|
130 |
+
"epoch": 1.4545454545454546,
|
131 |
+
"grad_norm": 7.345340251922607,
|
132 |
+
"learning_rate": 2.9310344827586206e-05,
|
133 |
+
"loss": 0.0939,
|
134 |
+
"step": 16
|
135 |
+
},
|
136 |
+
{
|
137 |
+
"epoch": 1.5454545454545454,
|
138 |
+
"grad_norm": 2.4599573612213135,
|
139 |
+
"learning_rate": 2.7586206896551727e-05,
|
140 |
+
"loss": 0.0789,
|
141 |
+
"step": 17
|
142 |
+
},
|
143 |
+
{
|
144 |
+
"epoch": 1.6363636363636362,
|
145 |
+
"grad_norm": 3.887648582458496,
|
146 |
+
"learning_rate": 2.5862068965517244e-05,
|
147 |
+
"loss": 0.0814,
|
148 |
+
"step": 18
|
149 |
+
},
|
150 |
+
{
|
151 |
+
"epoch": 1.7272727272727273,
|
152 |
+
"grad_norm": 2.253195285797119,
|
153 |
+
"learning_rate": 2.413793103448276e-05,
|
154 |
+
"loss": 0.0746,
|
155 |
+
"step": 19
|
156 |
+
},
|
157 |
+
{
|
158 |
+
"epoch": 1.8181818181818183,
|
159 |
+
"grad_norm": 2.3239686489105225,
|
160 |
+
"learning_rate": 2.2413793103448276e-05,
|
161 |
+
"loss": 0.0713,
|
162 |
+
"step": 20
|
163 |
+
},
|
164 |
+
{
|
165 |
+
"epoch": 1.9090909090909092,
|
166 |
+
"grad_norm": 2.0128979682922363,
|
167 |
+
"learning_rate": 2.0689655172413793e-05,
|
168 |
+
"loss": 0.0609,
|
169 |
+
"step": 21
|
170 |
+
},
|
171 |
+
{
|
172 |
+
"epoch": 2.0,
|
173 |
+
"grad_norm": 3.9712774753570557,
|
174 |
+
"learning_rate": 1.896551724137931e-05,
|
175 |
+
"loss": 0.0998,
|
176 |
+
"step": 22
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 2.0,
|
180 |
+
"eval_accuracy": 1.0,
|
181 |
+
"eval_auc": 1.0,
|
182 |
+
"eval_f1": 1.0,
|
183 |
+
"eval_loss": 0.054505739361047745,
|
184 |
+
"eval_precision": 1.0,
|
185 |
+
"eval_recall": 1.0,
|
186 |
+
"eval_runtime": 4.8545,
|
187 |
+
"eval_samples_per_second": 4.326,
|
188 |
+
"eval_steps_per_second": 0.412,
|
189 |
+
"step": 22
|
190 |
+
},
|
191 |
+
{
|
192 |
+
"epoch": 2.090909090909091,
|
193 |
+
"grad_norm": 1.6843291521072388,
|
194 |
+
"learning_rate": 1.7241379310344828e-05,
|
195 |
+
"loss": 0.0552,
|
196 |
+
"step": 23
|
197 |
+
},
|
198 |
+
{
|
199 |
+
"epoch": 2.1818181818181817,
|
200 |
+
"grad_norm": 1.4115827083587646,
|
201 |
+
"learning_rate": 1.5517241379310346e-05,
|
202 |
+
"loss": 0.0461,
|
203 |
+
"step": 24
|
204 |
+
},
|
205 |
+
{
|
206 |
+
"epoch": 2.2727272727272725,
|
207 |
+
"grad_norm": 1.6311649084091187,
|
208 |
+
"learning_rate": 1.3793103448275863e-05,
|
209 |
+
"loss": 0.0515,
|
210 |
+
"step": 25
|
211 |
+
},
|
212 |
+
{
|
213 |
+
"epoch": 2.3636363636363638,
|
214 |
+
"grad_norm": 1.2126336097717285,
|
215 |
+
"learning_rate": 1.206896551724138e-05,
|
216 |
+
"loss": 0.0385,
|
217 |
+
"step": 26
|
218 |
+
},
|
219 |
+
{
|
220 |
+
"epoch": 2.4545454545454546,
|
221 |
+
"grad_norm": 1.5105429887771606,
|
222 |
+
"learning_rate": 1.0344827586206897e-05,
|
223 |
+
"loss": 0.0463,
|
224 |
+
"step": 27
|
225 |
+
},
|
226 |
+
{
|
227 |
+
"epoch": 2.5454545454545454,
|
228 |
+
"grad_norm": 1.3499268293380737,
|
229 |
+
"learning_rate": 8.620689655172414e-06,
|
230 |
+
"loss": 0.0418,
|
231 |
+
"step": 28
|
232 |
+
},
|
233 |
+
{
|
234 |
+
"epoch": 2.6363636363636362,
|
235 |
+
"grad_norm": 1.2205418348312378,
|
236 |
+
"learning_rate": 6.896551724137932e-06,
|
237 |
+
"loss": 0.0381,
|
238 |
+
"step": 29
|
239 |
+
},
|
240 |
+
{
|
241 |
+
"epoch": 2.7272727272727275,
|
242 |
+
"grad_norm": 1.1028234958648682,
|
243 |
+
"learning_rate": 5.172413793103448e-06,
|
244 |
+
"loss": 0.0346,
|
245 |
+
"step": 30
|
246 |
+
},
|
247 |
+
{
|
248 |
+
"epoch": 2.8181818181818183,
|
249 |
+
"grad_norm": 1.0579960346221924,
|
250 |
+
"learning_rate": 3.448275862068966e-06,
|
251 |
+
"loss": 0.0336,
|
252 |
+
"step": 31
|
253 |
+
},
|
254 |
+
{
|
255 |
+
"epoch": 2.909090909090909,
|
256 |
+
"grad_norm": 1.2498091459274292,
|
257 |
+
"learning_rate": 1.724137931034483e-06,
|
258 |
+
"loss": 0.0392,
|
259 |
+
"step": 32
|
260 |
+
},
|
261 |
+
{
|
262 |
+
"epoch": 3.0,
|
263 |
+
"grad_norm": 1.5818809270858765,
|
264 |
+
"learning_rate": 0.0,
|
265 |
+
"loss": 0.0462,
|
266 |
+
"step": 33
|
267 |
+
},
|
268 |
+
{
|
269 |
+
"epoch": 3.0,
|
270 |
+
"eval_accuracy": 1.0,
|
271 |
+
"eval_auc": 1.0,
|
272 |
+
"eval_f1": 1.0,
|
273 |
+
"eval_loss": 0.03319514915347099,
|
274 |
+
"eval_precision": 1.0,
|
275 |
+
"eval_recall": 1.0,
|
276 |
+
"eval_runtime": 4.8139,
|
277 |
+
"eval_samples_per_second": 4.362,
|
278 |
+
"eval_steps_per_second": 0.415,
|
279 |
+
"step": 33
|
280 |
+
}
|
281 |
+
],
|
282 |
+
"logging_steps": 1,
|
283 |
+
"max_steps": 33,
|
284 |
+
"num_input_tokens_seen": 0,
|
285 |
+
"num_train_epochs": 3,
|
286 |
+
"save_steps": 500,
|
287 |
+
"stateful_callbacks": {
|
288 |
+
"EarlyStoppingCallback": {
|
289 |
+
"args": {
|
290 |
+
"early_stopping_patience": 5,
|
291 |
+
"early_stopping_threshold": 0.01
|
292 |
+
},
|
293 |
+
"attributes": {
|
294 |
+
"early_stopping_patience_counter": 0
|
295 |
+
}
|
296 |
+
},
|
297 |
+
"TrainerControl": {
|
298 |
+
"args": {
|
299 |
+
"should_epoch_stop": false,
|
300 |
+
"should_evaluate": false,
|
301 |
+
"should_log": false,
|
302 |
+
"should_save": true,
|
303 |
+
"should_training_stop": true
|
304 |
+
},
|
305 |
+
"attributes": {}
|
306 |
+
}
|
307 |
+
},
|
308 |
+
"total_flos": 15983996613120.0,
|
309 |
+
"train_batch_size": 8,
|
310 |
+
"trial_name": null,
|
311 |
+
"trial_params": null
|
312 |
+
}
|
checkpoint-33/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:c30ecce45839480cd8052abce5a4e9800aefe1b7e7694bbc951deee261f72a40
|
3 |
+
size 5176
|
config.json
ADDED
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "google-bert/bert-base-uncased",
|
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": 768,
|
13 |
+
"id2label": {
|
14 |
+
"0": "bad",
|
15 |
+
"1": "good"
|
16 |
+
},
|
17 |
+
"initializer_range": 0.02,
|
18 |
+
"intermediate_size": 3072,
|
19 |
+
"label2id": {
|
20 |
+
"bad": 0,
|
21 |
+
"good": 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": "4.41.2",
|
33 |
+
"type_vocab_size": 2,
|
34 |
+
"use_cache": true,
|
35 |
+
"vocab_size": 30522
|
36 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:7c788798205d3d53d6b443880010736a675707ccfff41bee6c274ae7443392d6
|
3 |
+
size 437958648
|
runs/Jun22_14-03-07_r-amre-autotrain-foerderfibel-x0kr21pd-8e24b-22osc/events.out.tfevents.1719064988.r-amre-autotrain-foerderfibel-x0kr21pd-8e24b-22osc.209.0
CHANGED
@@ -1,3 +1,3 @@
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
-
oid sha256:
|
3 |
-
size
|
|
|
1 |
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ec1df2089d6dc6f16a5f0e03bd9928994c86fd2a1bed05e48f51ffac5e9b6493
|
3 |
+
size 13687
|
runs/Jun22_14-03-07_r-amre-autotrain-foerderfibel-x0kr21pd-8e24b-22osc/events.out.tfevents.1719065201.r-amre-autotrain-foerderfibel-x0kr21pd-8e24b-22osc.209.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:cfa5fa713a79d6ad98a21b15710f38fa81907ba3ada37f904ac890813ef4167b
|
3 |
+
size 597
|
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": "BertTokenizer",
|
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:c30ecce45839480cd8052abce5a4e9800aefe1b7e7694bbc951deee261f72a40
|
3 |
+
size 5176
|
training_params.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"data_path": "autotrain-4usrt-85kzb/autotrain-data",
|
3 |
+
"model": "google-bert/bert-base-uncased",
|
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-4usrt-85kzb",
|
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": "amre",
|
27 |
+
"log": "tensorboard",
|
28 |
+
"early_stopping_patience": 5,
|
29 |
+
"early_stopping_threshold": 0.01
|
30 |
+
}
|
vocab.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|