Upload folder using huggingface_hub
Browse files- README.md +26 -0
- checkpoint-164/config.json +41 -0
- checkpoint-164/model.safetensors +3 -0
- checkpoint-164/optimizer.pt +3 -0
- checkpoint-164/rng_state.pth +3 -0
- checkpoint-164/scheduler.pt +3 -0
- checkpoint-164/trainer_state.json +355 -0
- checkpoint-164/training_args.bin +3 -0
- config.json +41 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- runs/Jul26_08-32-13_r-assaflehr-autotrain7-1jyyzvh1-3580c-6zthv/events.out.tfevents.1721982734.r-assaflehr-autotrain7-1jyyzvh1-3580c-6zthv.75.0 +2 -2
- runs/Jul26_08-32-13_r-assaflehr-autotrain7-1jyyzvh1-3580c-6zthv/events.out.tfevents.1721982967.r-assaflehr-autotrain7-1jyyzvh1-3580c-6zthv.75.1 +3 -0
- special_tokens_map.json +51 -0
- tokenizer.json +0 -0
- tokenizer_config.json +59 -0
- training_args.bin +3 -0
- training_params.json +30 -0
- vocab.json +0 -0
README.md
ADDED
@@ -0,0 +1,26 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
|
2 |
+
---
|
3 |
+
tags:
|
4 |
+
- autotrain
|
5 |
+
- text-classification
|
6 |
+
base_model: microsoft/deberta-base
|
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: 0.10066879540681839
|
17 |
+
|
18 |
+
f1: 0.9691056910569106
|
19 |
+
|
20 |
+
precision: 0.9644012944983819
|
21 |
+
|
22 |
+
recall: 0.9738562091503268
|
23 |
+
|
24 |
+
auc: 0.9946588461974386
|
25 |
+
|
26 |
+
accuracy: 0.9708588957055214
|
checkpoint-164/config.json
ADDED
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "microsoft/deberta-base",
|
3 |
+
"_num_labels": 2,
|
4 |
+
"architectures": [
|
5 |
+
"DebertaForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_probs_dropout_prob": 0.1,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 768,
|
11 |
+
"id2label": {
|
12 |
+
"0": "0",
|
13 |
+
"1": "1"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 3072,
|
17 |
+
"label2id": {
|
18 |
+
"0": 0,
|
19 |
+
"1": 1
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-07,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"max_relative_positions": -1,
|
24 |
+
"model_type": "deberta",
|
25 |
+
"num_attention_heads": 12,
|
26 |
+
"num_hidden_layers": 12,
|
27 |
+
"pad_token_id": 0,
|
28 |
+
"pooler_dropout": 0,
|
29 |
+
"pooler_hidden_act": "gelu",
|
30 |
+
"pooler_hidden_size": 768,
|
31 |
+
"pos_att_type": [
|
32 |
+
"c2p",
|
33 |
+
"p2c"
|
34 |
+
],
|
35 |
+
"position_biased_input": false,
|
36 |
+
"relative_attention": true,
|
37 |
+
"torch_dtype": "float32",
|
38 |
+
"transformers_version": "4.43.1",
|
39 |
+
"type_vocab_size": 0,
|
40 |
+
"vocab_size": 50265
|
41 |
+
}
|
checkpoint-164/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:66533fdbb96a7401a75eb975f36425a8bdf34a3bff33cb409e5db76504b4a322
|
3 |
+
size 556799560
|
checkpoint-164/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:49e9dc1e21733f540a8475ce97c2d8cc75a16cb3c1157e4138704c875cf63afe
|
3 |
+
size 1113718138
|
checkpoint-164/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:755da60d93f9cb65af87efeb2e089e5eab366cf4f6e6904a0bfefdc0fcd225c4
|
3 |
+
size 14244
|
checkpoint-164/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:f033d086913486188f664b64aa76172b7967e6ed2b2b32a7417f16591659ffc7
|
3 |
+
size 1064
|
checkpoint-164/trainer_state.json
ADDED
@@ -0,0 +1,355 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.10066879540681839,
|
3 |
+
"best_model_checkpoint": "autotrain-emecz-j2gix/checkpoint-164",
|
4 |
+
"epoch": 2.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 164,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.04878048780487805,
|
13 |
+
"grad_norm": 0.3794308602809906,
|
14 |
+
"learning_rate": 8.000000000000001e-06,
|
15 |
+
"loss": 0.6976,
|
16 |
+
"step": 4
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.0975609756097561,
|
20 |
+
"grad_norm": 0.671731173992157,
|
21 |
+
"learning_rate": 1.6000000000000003e-05,
|
22 |
+
"loss": 0.6944,
|
23 |
+
"step": 8
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.14634146341463414,
|
27 |
+
"grad_norm": 2.235081434249878,
|
28 |
+
"learning_rate": 2.4e-05,
|
29 |
+
"loss": 0.6922,
|
30 |
+
"step": 12
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.1951219512195122,
|
34 |
+
"grad_norm": 2.346835136413574,
|
35 |
+
"learning_rate": 3.2000000000000005e-05,
|
36 |
+
"loss": 0.6904,
|
37 |
+
"step": 16
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.24390243902439024,
|
41 |
+
"grad_norm": 4.985357284545898,
|
42 |
+
"learning_rate": 4e-05,
|
43 |
+
"loss": 0.5521,
|
44 |
+
"step": 20
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.2926829268292683,
|
48 |
+
"grad_norm": 4.204496383666992,
|
49 |
+
"learning_rate": 4.8e-05,
|
50 |
+
"loss": 0.3967,
|
51 |
+
"step": 24
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.34146341463414637,
|
55 |
+
"grad_norm": 19.942995071411133,
|
56 |
+
"learning_rate": 4.997726987107582e-05,
|
57 |
+
"loss": 0.3278,
|
58 |
+
"step": 28
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.3902439024390244,
|
62 |
+
"grad_norm": 14.574546813964844,
|
63 |
+
"learning_rate": 4.9876330414334614e-05,
|
64 |
+
"loss": 0.3968,
|
65 |
+
"step": 32
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.43902439024390244,
|
69 |
+
"grad_norm": 12.140644073486328,
|
70 |
+
"learning_rate": 4.9694981991119004e-05,
|
71 |
+
"loss": 0.4434,
|
72 |
+
"step": 36
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 0.4878048780487805,
|
76 |
+
"grad_norm": 6.911764621734619,
|
77 |
+
"learning_rate": 4.943381078271214e-05,
|
78 |
+
"loss": 0.3158,
|
79 |
+
"step": 40
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"epoch": 0.5365853658536586,
|
83 |
+
"grad_norm": 9.625554084777832,
|
84 |
+
"learning_rate": 4.9093660985448097e-05,
|
85 |
+
"loss": 0.2399,
|
86 |
+
"step": 44
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.5853658536585366,
|
90 |
+
"grad_norm": 1.0161175727844238,
|
91 |
+
"learning_rate": 4.86756320819752e-05,
|
92 |
+
"loss": 0.4131,
|
93 |
+
"step": 48
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 0.6341463414634146,
|
97 |
+
"grad_norm": 12.2647123336792,
|
98 |
+
"learning_rate": 4.818107528734504e-05,
|
99 |
+
"loss": 0.1248,
|
100 |
+
"step": 52
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.6829268292682927,
|
104 |
+
"grad_norm": 1.7963744401931763,
|
105 |
+
"learning_rate": 4.761158918141474e-05,
|
106 |
+
"loss": 0.197,
|
107 |
+
"step": 56
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 0.7317073170731707,
|
111 |
+
"grad_norm": 5.169480323791504,
|
112 |
+
"learning_rate": 4.696901454167988e-05,
|
113 |
+
"loss": 0.2053,
|
114 |
+
"step": 60
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 0.7804878048780488,
|
118 |
+
"grad_norm": 7.40244722366333,
|
119 |
+
"learning_rate": 4.625542839324036e-05,
|
120 |
+
"loss": 0.3954,
|
121 |
+
"step": 64
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 0.8292682926829268,
|
125 |
+
"grad_norm": 4.580534934997559,
|
126 |
+
"learning_rate": 4.547313729513163e-05,
|
127 |
+
"loss": 0.2515,
|
128 |
+
"step": 68
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 0.8780487804878049,
|
132 |
+
"grad_norm": 5.525244235992432,
|
133 |
+
"learning_rate": 4.462466988472237e-05,
|
134 |
+
"loss": 0.2298,
|
135 |
+
"step": 72
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 0.926829268292683,
|
139 |
+
"grad_norm": 6.653177261352539,
|
140 |
+
"learning_rate": 4.371276870427753e-05,
|
141 |
+
"loss": 0.222,
|
142 |
+
"step": 76
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 0.975609756097561,
|
146 |
+
"grad_norm": 8.775516510009766,
|
147 |
+
"learning_rate": 4.274038133610628e-05,
|
148 |
+
"loss": 0.1531,
|
149 |
+
"step": 80
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 1.0,
|
153 |
+
"eval_accuracy": 0.9493865030674846,
|
154 |
+
"eval_auc": 0.9892279647889984,
|
155 |
+
"eval_f1": 0.9470304975922953,
|
156 |
+
"eval_loss": 0.14209958910942078,
|
157 |
+
"eval_precision": 0.9305993690851735,
|
158 |
+
"eval_recall": 0.9640522875816994,
|
159 |
+
"eval_runtime": 5.3121,
|
160 |
+
"eval_samples_per_second": 122.739,
|
161 |
+
"eval_steps_per_second": 2.071,
|
162 |
+
"step": 82
|
163 |
+
},
|
164 |
+
{
|
165 |
+
"epoch": 1.024390243902439,
|
166 |
+
"grad_norm": 0.35274970531463623,
|
167 |
+
"learning_rate": 4.171065087494909e-05,
|
168 |
+
"loss": 0.0691,
|
169 |
+
"step": 84
|
170 |
+
},
|
171 |
+
{
|
172 |
+
"epoch": 1.0731707317073171,
|
173 |
+
"grad_norm": 0.19416379928588867,
|
174 |
+
"learning_rate": 4.0626905768400516e-05,
|
175 |
+
"loss": 0.1768,
|
176 |
+
"step": 88
|
177 |
+
},
|
178 |
+
{
|
179 |
+
"epoch": 1.1219512195121952,
|
180 |
+
"grad_norm": 2.028865098953247,
|
181 |
+
"learning_rate": 3.949264905820697e-05,
|
182 |
+
"loss": 0.1823,
|
183 |
+
"step": 92
|
184 |
+
},
|
185 |
+
{
|
186 |
+
"epoch": 1.170731707317073,
|
187 |
+
"grad_norm": 6.421178817749023,
|
188 |
+
"learning_rate": 3.831154705721541e-05,
|
189 |
+
"loss": 0.0778,
|
190 |
+
"step": 96
|
191 |
+
},
|
192 |
+
{
|
193 |
+
"epoch": 1.2195121951219512,
|
194 |
+
"grad_norm": 6.153197288513184,
|
195 |
+
"learning_rate": 3.7087417498572944e-05,
|
196 |
+
"loss": 0.0399,
|
197 |
+
"step": 100
|
198 |
+
},
|
199 |
+
{
|
200 |
+
"epoch": 1.2682926829268293,
|
201 |
+
"grad_norm": 4.175981044769287,
|
202 |
+
"learning_rate": 3.6143458894413465e-05,
|
203 |
+
"loss": 0.2834,
|
204 |
+
"step": 104
|
205 |
+
},
|
206 |
+
{
|
207 |
+
"epoch": 1.3170731707317074,
|
208 |
+
"grad_norm": 0.08463025838136673,
|
209 |
+
"learning_rate": 3.485362865576194e-05,
|
210 |
+
"loss": 0.0894,
|
211 |
+
"step": 108
|
212 |
+
},
|
213 |
+
{
|
214 |
+
"epoch": 1.3658536585365852,
|
215 |
+
"grad_norm": 17.901002883911133,
|
216 |
+
"learning_rate": 3.353194805642477e-05,
|
217 |
+
"loss": 0.0901,
|
218 |
+
"step": 112
|
219 |
+
},
|
220 |
+
{
|
221 |
+
"epoch": 1.4146341463414633,
|
222 |
+
"grad_norm": 18.01471519470215,
|
223 |
+
"learning_rate": 3.2182689228554517e-05,
|
224 |
+
"loss": 0.2675,
|
225 |
+
"step": 116
|
226 |
+
},
|
227 |
+
{
|
228 |
+
"epoch": 1.4634146341463414,
|
229 |
+
"grad_norm": 2.2452147006988525,
|
230 |
+
"learning_rate": 3.081021344674632e-05,
|
231 |
+
"loss": 0.0789,
|
232 |
+
"step": 120
|
233 |
+
},
|
234 |
+
{
|
235 |
+
"epoch": 1.5121951219512195,
|
236 |
+
"grad_norm": 9.682868957519531,
|
237 |
+
"learning_rate": 2.9418957030878874e-05,
|
238 |
+
"loss": 0.1109,
|
239 |
+
"step": 124
|
240 |
+
},
|
241 |
+
{
|
242 |
+
"epoch": 1.5609756097560976,
|
243 |
+
"grad_norm": 0.5994274616241455,
|
244 |
+
"learning_rate": 2.8013417006383076e-05,
|
245 |
+
"loss": 0.085,
|
246 |
+
"step": 128
|
247 |
+
},
|
248 |
+
{
|
249 |
+
"epoch": 1.6097560975609757,
|
250 |
+
"grad_norm": 7.9580793380737305,
|
251 |
+
"learning_rate": 2.6598136568289143e-05,
|
252 |
+
"loss": 0.0938,
|
253 |
+
"step": 132
|
254 |
+
},
|
255 |
+
{
|
256 |
+
"epoch": 1.6585365853658538,
|
257 |
+
"grad_norm": 0.2872644066810608,
|
258 |
+
"learning_rate": 2.517769039603744e-05,
|
259 |
+
"loss": 0.1155,
|
260 |
+
"step": 136
|
261 |
+
},
|
262 |
+
{
|
263 |
+
"epoch": 1.7073170731707317,
|
264 |
+
"grad_norm": 6.185705184936523,
|
265 |
+
"learning_rate": 2.3756669866520832e-05,
|
266 |
+
"loss": 0.213,
|
267 |
+
"step": 140
|
268 |
+
},
|
269 |
+
{
|
270 |
+
"epoch": 1.7560975609756098,
|
271 |
+
"grad_norm": 2.6776204109191895,
|
272 |
+
"learning_rate": 2.2339668213154945e-05,
|
273 |
+
"loss": 0.0741,
|
274 |
+
"step": 144
|
275 |
+
},
|
276 |
+
{
|
277 |
+
"epoch": 1.8048780487804879,
|
278 |
+
"grad_norm": 6.972938060760498,
|
279 |
+
"learning_rate": 2.0931265678947555e-05,
|
280 |
+
"loss": 0.1297,
|
281 |
+
"step": 148
|
282 |
+
},
|
283 |
+
{
|
284 |
+
"epoch": 1.8536585365853657,
|
285 |
+
"grad_norm": 2.5824131965637207,
|
286 |
+
"learning_rate": 1.9536014711557528e-05,
|
287 |
+
"loss": 0.0674,
|
288 |
+
"step": 152
|
289 |
+
},
|
290 |
+
{
|
291 |
+
"epoch": 1.9024390243902438,
|
292 |
+
"grad_norm": 1.7245702743530273,
|
293 |
+
"learning_rate": 1.815842524819793e-05,
|
294 |
+
"loss": 0.0738,
|
295 |
+
"step": 156
|
296 |
+
},
|
297 |
+
{
|
298 |
+
"epoch": 1.951219512195122,
|
299 |
+
"grad_norm": 0.3297303020954132,
|
300 |
+
"learning_rate": 1.680295013794778e-05,
|
301 |
+
"loss": 0.0852,
|
302 |
+
"step": 160
|
303 |
+
},
|
304 |
+
{
|
305 |
+
"epoch": 2.0,
|
306 |
+
"grad_norm": 5.111387252807617,
|
307 |
+
"learning_rate": 1.547397074859249e-05,
|
308 |
+
"loss": 0.057,
|
309 |
+
"step": 164
|
310 |
+
},
|
311 |
+
{
|
312 |
+
"epoch": 2.0,
|
313 |
+
"eval_accuracy": 0.9708588957055214,
|
314 |
+
"eval_auc": 0.9946588461974386,
|
315 |
+
"eval_f1": 0.9691056910569106,
|
316 |
+
"eval_loss": 0.10066879540681839,
|
317 |
+
"eval_precision": 0.9644012944983819,
|
318 |
+
"eval_recall": 0.9738562091503268,
|
319 |
+
"eval_runtime": 5.3221,
|
320 |
+
"eval_samples_per_second": 122.509,
|
321 |
+
"eval_steps_per_second": 2.067,
|
322 |
+
"step": 164
|
323 |
+
}
|
324 |
+
],
|
325 |
+
"logging_steps": 4,
|
326 |
+
"max_steps": 246,
|
327 |
+
"num_input_tokens_seen": 0,
|
328 |
+
"num_train_epochs": 3,
|
329 |
+
"save_steps": 500,
|
330 |
+
"stateful_callbacks": {
|
331 |
+
"EarlyStoppingCallback": {
|
332 |
+
"args": {
|
333 |
+
"early_stopping_patience": 5,
|
334 |
+
"early_stopping_threshold": 0.01
|
335 |
+
},
|
336 |
+
"attributes": {
|
337 |
+
"early_stopping_patience_counter": 0
|
338 |
+
}
|
339 |
+
},
|
340 |
+
"TrainerControl": {
|
341 |
+
"args": {
|
342 |
+
"should_epoch_stop": false,
|
343 |
+
"should_evaluate": false,
|
344 |
+
"should_log": false,
|
345 |
+
"should_save": true,
|
346 |
+
"should_training_stop": false
|
347 |
+
},
|
348 |
+
"attributes": {}
|
349 |
+
}
|
350 |
+
},
|
351 |
+
"total_flos": 798380148400128.0,
|
352 |
+
"train_batch_size": 32,
|
353 |
+
"trial_name": null,
|
354 |
+
"trial_params": null
|
355 |
+
}
|
checkpoint-164/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d8258eece9831826e6b5554e7f365a4ab458f25a71bfedaa105efcf3d03d915b
|
3 |
+
size 5240
|
config.json
ADDED
@@ -0,0 +1,41 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "microsoft/deberta-base",
|
3 |
+
"_num_labels": 2,
|
4 |
+
"architectures": [
|
5 |
+
"DebertaForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_probs_dropout_prob": 0.1,
|
8 |
+
"hidden_act": "gelu",
|
9 |
+
"hidden_dropout_prob": 0.1,
|
10 |
+
"hidden_size": 768,
|
11 |
+
"id2label": {
|
12 |
+
"0": "0",
|
13 |
+
"1": "1"
|
14 |
+
},
|
15 |
+
"initializer_range": 0.02,
|
16 |
+
"intermediate_size": 3072,
|
17 |
+
"label2id": {
|
18 |
+
"0": 0,
|
19 |
+
"1": 1
|
20 |
+
},
|
21 |
+
"layer_norm_eps": 1e-07,
|
22 |
+
"max_position_embeddings": 512,
|
23 |
+
"max_relative_positions": -1,
|
24 |
+
"model_type": "deberta",
|
25 |
+
"num_attention_heads": 12,
|
26 |
+
"num_hidden_layers": 12,
|
27 |
+
"pad_token_id": 0,
|
28 |
+
"pooler_dropout": 0,
|
29 |
+
"pooler_hidden_act": "gelu",
|
30 |
+
"pooler_hidden_size": 768,
|
31 |
+
"pos_att_type": [
|
32 |
+
"c2p",
|
33 |
+
"p2c"
|
34 |
+
],
|
35 |
+
"position_biased_input": false,
|
36 |
+
"relative_attention": true,
|
37 |
+
"torch_dtype": "float32",
|
38 |
+
"transformers_version": "4.43.1",
|
39 |
+
"type_vocab_size": 0,
|
40 |
+
"vocab_size": 50265
|
41 |
+
}
|
merges.txt
ADDED
The diff for this file is too large to render.
See raw diff
|
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:66533fdbb96a7401a75eb975f36425a8bdf34a3bff33cb409e5db76504b4a322
|
3 |
+
size 556799560
|
runs/Jul26_08-32-13_r-assaflehr-autotrain7-1jyyzvh1-3580c-6zthv/events.out.tfevents.1721982734.r-assaflehr-autotrain7-1jyyzvh1-3580c-6zthv.75.0
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 sha256:5dfaaee86b268599f0a593a7d56b9801d1f2c8f12f2b1457c9557059c90f3f84
|
3 |
+
size 19755
|
runs/Jul26_08-32-13_r-assaflehr-autotrain7-1jyyzvh1-3580c-6zthv/events.out.tfevents.1721982967.r-assaflehr-autotrain7-1jyyzvh1-3580c-6zthv.75.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:1c3bd33b2765820286f3620a5c1b509be4d8299e15ce1f2eff685549699e3d0c
|
3 |
+
size 607
|
special_tokens_map.json
ADDED
@@ -0,0 +1,51 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"bos_token": {
|
3 |
+
"content": "[CLS]",
|
4 |
+
"lstrip": false,
|
5 |
+
"normalized": false,
|
6 |
+
"rstrip": false,
|
7 |
+
"single_word": false
|
8 |
+
},
|
9 |
+
"cls_token": {
|
10 |
+
"content": "[CLS]",
|
11 |
+
"lstrip": false,
|
12 |
+
"normalized": false,
|
13 |
+
"rstrip": false,
|
14 |
+
"single_word": false
|
15 |
+
},
|
16 |
+
"eos_token": {
|
17 |
+
"content": "[SEP]",
|
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": true,
|
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": "[SEP]",
|
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
The diff for this file is too large to render.
See raw diff
|
|
tokenizer_config.json
ADDED
@@ -0,0 +1,59 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"add_bos_token": false,
|
3 |
+
"add_prefix_space": false,
|
4 |
+
"added_tokens_decoder": {
|
5 |
+
"0": {
|
6 |
+
"content": "[PAD]",
|
7 |
+
"lstrip": false,
|
8 |
+
"normalized": false,
|
9 |
+
"rstrip": false,
|
10 |
+
"single_word": false,
|
11 |
+
"special": true
|
12 |
+
},
|
13 |
+
"1": {
|
14 |
+
"content": "[CLS]",
|
15 |
+
"lstrip": false,
|
16 |
+
"normalized": false,
|
17 |
+
"rstrip": false,
|
18 |
+
"single_word": false,
|
19 |
+
"special": true
|
20 |
+
},
|
21 |
+
"2": {
|
22 |
+
"content": "[SEP]",
|
23 |
+
"lstrip": false,
|
24 |
+
"normalized": false,
|
25 |
+
"rstrip": false,
|
26 |
+
"single_word": false,
|
27 |
+
"special": true
|
28 |
+
},
|
29 |
+
"3": {
|
30 |
+
"content": "[UNK]",
|
31 |
+
"lstrip": false,
|
32 |
+
"normalized": false,
|
33 |
+
"rstrip": false,
|
34 |
+
"single_word": false,
|
35 |
+
"special": true
|
36 |
+
},
|
37 |
+
"50264": {
|
38 |
+
"content": "[MASK]",
|
39 |
+
"lstrip": true,
|
40 |
+
"normalized": true,
|
41 |
+
"rstrip": false,
|
42 |
+
"single_word": false,
|
43 |
+
"special": true
|
44 |
+
}
|
45 |
+
},
|
46 |
+
"bos_token": "[CLS]",
|
47 |
+
"clean_up_tokenization_spaces": true,
|
48 |
+
"cls_token": "[CLS]",
|
49 |
+
"do_lower_case": false,
|
50 |
+
"eos_token": "[SEP]",
|
51 |
+
"errors": "replace",
|
52 |
+
"mask_token": "[MASK]",
|
53 |
+
"model_max_length": 1000000000000000019884624838656,
|
54 |
+
"pad_token": "[PAD]",
|
55 |
+
"sep_token": "[SEP]",
|
56 |
+
"tokenizer_class": "DebertaTokenizer",
|
57 |
+
"unk_token": "[UNK]",
|
58 |
+
"vocab_type": "gpt2"
|
59 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:d8258eece9831826e6b5554e7f365a4ab458f25a71bfedaa105efcf3d03d915b
|
3 |
+
size 5240
|
training_params.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"data_path": "autotrain-emecz-j2gix/autotrain-data",
|
3 |
+
"model": "microsoft/deberta-base",
|
4 |
+
"lr": 5e-05,
|
5 |
+
"epochs": 3,
|
6 |
+
"max_seq_length": 256,
|
7 |
+
"batch_size": 32,
|
8 |
+
"warmup_ratio": 0.1,
|
9 |
+
"gradient_accumulation": 1,
|
10 |
+
"optimizer": "adamw_torch",
|
11 |
+
"scheduler": "cosine",
|
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-emecz-j2gix",
|
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": "assaflehr",
|
27 |
+
"log": "tensorboard",
|
28 |
+
"early_stopping_patience": 5,
|
29 |
+
"early_stopping_threshold": 0.01
|
30 |
+
}
|
vocab.json
ADDED
The diff for this file is too large to render.
See raw diff
|
|