apriandito
commited on
Commit
•
ffb1690
1
Parent(s):
721e2ef
Upload folder using huggingface_hub
Browse files- README.md +26 -0
- checkpoint-151/config.json +39 -0
- checkpoint-151/model.safetensors +3 -0
- checkpoint-151/optimizer.pt +3 -0
- checkpoint-151/rng_state.pth +3 -0
- checkpoint-151/scheduler.pt +3 -0
- checkpoint-151/trainer_state.json +202 -0
- checkpoint-151/training_args.bin +3 -0
- config.json +39 -0
- model.safetensors +3 -0
- runs/Aug07_05-36-02_r-apriandito-autotrain-gpu-82qfr8ue-0ecb1-8wesj/events.out.tfevents.1723008963.r-apriandito-autotrain-gpu-82qfr8ue-0ecb1-8wesj.82.0 +2 -2
- runs/Aug07_05-36-02_r-apriandito-autotrain-gpu-82qfr8ue-0ecb1-8wesj/events.out.tfevents.1723009061.r-apriandito-autotrain-gpu-82qfr8ue-0ecb1-8wesj.82.1 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -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: indolem/indobertweet-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: 0.33476540446281433
|
17 |
+
|
18 |
+
f1: 0.8896551724137931
|
19 |
+
|
20 |
+
precision: 0.9280575539568345
|
21 |
+
|
22 |
+
recall: 0.8543046357615894
|
23 |
+
|
24 |
+
auc: 0.953993245910267
|
25 |
+
|
26 |
+
accuracy: 0.8940397350993378
|
checkpoint-151/config.json
ADDED
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "indolem/indobertweet-base-uncased",
|
3 |
+
"_num_labels": 2,
|
4 |
+
"architectures": [
|
5 |
+
"BertForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_probs_dropout_prob": 0.1,
|
8 |
+
"bos_token_id": 0,
|
9 |
+
"classifier_dropout": null,
|
10 |
+
"eos_token_ids": 0,
|
11 |
+
"gradient_checkpointing": false,
|
12 |
+
"hidden_act": "gelu",
|
13 |
+
"hidden_dropout_prob": 0.1,
|
14 |
+
"hidden_size": 768,
|
15 |
+
"id2label": {
|
16 |
+
"0": "Relevan",
|
17 |
+
"1": "Tidak Relevan"
|
18 |
+
},
|
19 |
+
"initializer_range": 0.02,
|
20 |
+
"intermediate_size": 3072,
|
21 |
+
"label2id": {
|
22 |
+
"Relevan": 0,
|
23 |
+
"Tidak Relevan": 1
|
24 |
+
},
|
25 |
+
"layer_norm_eps": 1e-12,
|
26 |
+
"max_position_embeddings": 512,
|
27 |
+
"model_type": "bert",
|
28 |
+
"num_attention_heads": 12,
|
29 |
+
"num_hidden_layers": 12,
|
30 |
+
"output_past": true,
|
31 |
+
"pad_token_id": 0,
|
32 |
+
"position_embedding_type": "absolute",
|
33 |
+
"problem_type": "single_label_classification",
|
34 |
+
"torch_dtype": "float32",
|
35 |
+
"transformers_version": "4.43.1",
|
36 |
+
"type_vocab_size": 2,
|
37 |
+
"use_cache": true,
|
38 |
+
"vocab_size": 31923
|
39 |
+
}
|
checkpoint-151/model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3ffe65a8428a74d4da8820f1aec4a460a66728acf5324e7bf295568d37bd2feb
|
3 |
+
size 442262520
|
checkpoint-151/optimizer.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:6537ce20d3df69d2545cede5b41c6900d964cc12fef45135eefd158e94eb469f
|
3 |
+
size 884646138
|
checkpoint-151/rng_state.pth
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:5bdabf79907811ca43803a189ccda666cd110908f1ff2be1119e35ee04985a3b
|
3 |
+
size 14244
|
checkpoint-151/scheduler.pt
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:2944d6af999656d2004dba95e347fffa058ffc9ba9c54257a37065f76e3879f9
|
3 |
+
size 1064
|
checkpoint-151/trainer_state.json
ADDED
@@ -0,0 +1,202 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"best_metric": 0.33476540446281433,
|
3 |
+
"best_model_checkpoint": "relevancy-eksyar/checkpoint-151",
|
4 |
+
"epoch": 1.0,
|
5 |
+
"eval_steps": 500,
|
6 |
+
"global_step": 151,
|
7 |
+
"is_hyper_param_search": false,
|
8 |
+
"is_local_process_zero": true,
|
9 |
+
"is_world_process_zero": true,
|
10 |
+
"log_history": [
|
11 |
+
{
|
12 |
+
"epoch": 0.046357615894039736,
|
13 |
+
"grad_norm": 6.584251403808594,
|
14 |
+
"learning_rate": 2.317880794701987e-06,
|
15 |
+
"loss": 0.7096,
|
16 |
+
"step": 7
|
17 |
+
},
|
18 |
+
{
|
19 |
+
"epoch": 0.09271523178807947,
|
20 |
+
"grad_norm": 5.720220565795898,
|
21 |
+
"learning_rate": 4.635761589403974e-06,
|
22 |
+
"loss": 0.7046,
|
23 |
+
"step": 14
|
24 |
+
},
|
25 |
+
{
|
26 |
+
"epoch": 0.1390728476821192,
|
27 |
+
"grad_norm": 5.474271774291992,
|
28 |
+
"learning_rate": 6.95364238410596e-06,
|
29 |
+
"loss": 0.6714,
|
30 |
+
"step": 21
|
31 |
+
},
|
32 |
+
{
|
33 |
+
"epoch": 0.18543046357615894,
|
34 |
+
"grad_norm": 5.771448135375977,
|
35 |
+
"learning_rate": 9.271523178807948e-06,
|
36 |
+
"loss": 0.6352,
|
37 |
+
"step": 28
|
38 |
+
},
|
39 |
+
{
|
40 |
+
"epoch": 0.23178807947019867,
|
41 |
+
"grad_norm": 6.3206658363342285,
|
42 |
+
"learning_rate": 1.1589403973509934e-05,
|
43 |
+
"loss": 0.5865,
|
44 |
+
"step": 35
|
45 |
+
},
|
46 |
+
{
|
47 |
+
"epoch": 0.2781456953642384,
|
48 |
+
"grad_norm": 6.563697814941406,
|
49 |
+
"learning_rate": 1.3576158940397351e-05,
|
50 |
+
"loss": 0.6163,
|
51 |
+
"step": 42
|
52 |
+
},
|
53 |
+
{
|
54 |
+
"epoch": 0.32450331125827814,
|
55 |
+
"grad_norm": 5.018538951873779,
|
56 |
+
"learning_rate": 1.589403973509934e-05,
|
57 |
+
"loss": 0.5652,
|
58 |
+
"step": 49
|
59 |
+
},
|
60 |
+
{
|
61 |
+
"epoch": 0.3708609271523179,
|
62 |
+
"grad_norm": 6.649289608001709,
|
63 |
+
"learning_rate": 1.8211920529801323e-05,
|
64 |
+
"loss": 0.5127,
|
65 |
+
"step": 56
|
66 |
+
},
|
67 |
+
{
|
68 |
+
"epoch": 0.41721854304635764,
|
69 |
+
"grad_norm": 5.347183704376221,
|
70 |
+
"learning_rate": 2.052980132450331e-05,
|
71 |
+
"loss": 0.4503,
|
72 |
+
"step": 63
|
73 |
+
},
|
74 |
+
{
|
75 |
+
"epoch": 0.46357615894039733,
|
76 |
+
"grad_norm": 5.734078884124756,
|
77 |
+
"learning_rate": 2.2516556291390732e-05,
|
78 |
+
"loss": 0.4906,
|
79 |
+
"step": 70
|
80 |
+
},
|
81 |
+
{
|
82 |
+
"epoch": 0.5099337748344371,
|
83 |
+
"grad_norm": 7.377983093261719,
|
84 |
+
"learning_rate": 2.4834437086092715e-05,
|
85 |
+
"loss": 0.4134,
|
86 |
+
"step": 77
|
87 |
+
},
|
88 |
+
{
|
89 |
+
"epoch": 0.5562913907284768,
|
90 |
+
"grad_norm": 4.084234237670898,
|
91 |
+
"learning_rate": 2.6821192052980134e-05,
|
92 |
+
"loss": 0.358,
|
93 |
+
"step": 84
|
94 |
+
},
|
95 |
+
{
|
96 |
+
"epoch": 0.6026490066225165,
|
97 |
+
"grad_norm": 7.116121768951416,
|
98 |
+
"learning_rate": 2.913907284768212e-05,
|
99 |
+
"loss": 0.4049,
|
100 |
+
"step": 91
|
101 |
+
},
|
102 |
+
{
|
103 |
+
"epoch": 0.6490066225165563,
|
104 |
+
"grad_norm": 10.74765682220459,
|
105 |
+
"learning_rate": 3.145695364238411e-05,
|
106 |
+
"loss": 0.3495,
|
107 |
+
"step": 98
|
108 |
+
},
|
109 |
+
{
|
110 |
+
"epoch": 0.695364238410596,
|
111 |
+
"grad_norm": 13.722650527954102,
|
112 |
+
"learning_rate": 3.37748344370861e-05,
|
113 |
+
"loss": 0.4953,
|
114 |
+
"step": 105
|
115 |
+
},
|
116 |
+
{
|
117 |
+
"epoch": 0.7417218543046358,
|
118 |
+
"grad_norm": 12.211973190307617,
|
119 |
+
"learning_rate": 3.609271523178808e-05,
|
120 |
+
"loss": 0.3584,
|
121 |
+
"step": 112
|
122 |
+
},
|
123 |
+
{
|
124 |
+
"epoch": 0.7880794701986755,
|
125 |
+
"grad_norm": 15.666670799255371,
|
126 |
+
"learning_rate": 3.841059602649007e-05,
|
127 |
+
"loss": 0.303,
|
128 |
+
"step": 119
|
129 |
+
},
|
130 |
+
{
|
131 |
+
"epoch": 0.8344370860927153,
|
132 |
+
"grad_norm": 23.443561553955078,
|
133 |
+
"learning_rate": 4.0728476821192055e-05,
|
134 |
+
"loss": 0.3172,
|
135 |
+
"step": 126
|
136 |
+
},
|
137 |
+
{
|
138 |
+
"epoch": 0.8807947019867549,
|
139 |
+
"grad_norm": 39.46857452392578,
|
140 |
+
"learning_rate": 4.304635761589404e-05,
|
141 |
+
"loss": 0.3557,
|
142 |
+
"step": 133
|
143 |
+
},
|
144 |
+
{
|
145 |
+
"epoch": 0.9271523178807947,
|
146 |
+
"grad_norm": 15.615972518920898,
|
147 |
+
"learning_rate": 4.536423841059603e-05,
|
148 |
+
"loss": 0.4137,
|
149 |
+
"step": 140
|
150 |
+
},
|
151 |
+
{
|
152 |
+
"epoch": 0.9735099337748344,
|
153 |
+
"grad_norm": 24.9617977142334,
|
154 |
+
"learning_rate": 4.768211920529801e-05,
|
155 |
+
"loss": 0.365,
|
156 |
+
"step": 147
|
157 |
+
},
|
158 |
+
{
|
159 |
+
"epoch": 1.0,
|
160 |
+
"eval_accuracy": 0.8940397350993378,
|
161 |
+
"eval_auc": 0.953993245910267,
|
162 |
+
"eval_f1": 0.8896551724137931,
|
163 |
+
"eval_loss": 0.33476540446281433,
|
164 |
+
"eval_precision": 0.9280575539568345,
|
165 |
+
"eval_recall": 0.8543046357615894,
|
166 |
+
"eval_runtime": 0.6234,
|
167 |
+
"eval_samples_per_second": 484.403,
|
168 |
+
"eval_steps_per_second": 30.476,
|
169 |
+
"step": 151
|
170 |
+
}
|
171 |
+
],
|
172 |
+
"logging_steps": 7,
|
173 |
+
"max_steps": 1510,
|
174 |
+
"num_input_tokens_seen": 0,
|
175 |
+
"num_train_epochs": 10,
|
176 |
+
"save_steps": 500,
|
177 |
+
"stateful_callbacks": {
|
178 |
+
"EarlyStoppingCallback": {
|
179 |
+
"args": {
|
180 |
+
"early_stopping_patience": 5,
|
181 |
+
"early_stopping_threshold": 0.01
|
182 |
+
},
|
183 |
+
"attributes": {
|
184 |
+
"early_stopping_patience_counter": 0
|
185 |
+
}
|
186 |
+
},
|
187 |
+
"TrainerControl": {
|
188 |
+
"args": {
|
189 |
+
"should_epoch_stop": false,
|
190 |
+
"should_evaluate": false,
|
191 |
+
"should_log": false,
|
192 |
+
"should_save": true,
|
193 |
+
"should_training_stop": false
|
194 |
+
},
|
195 |
+
"attributes": {}
|
196 |
+
}
|
197 |
+
},
|
198 |
+
"total_flos": 79459538718720.0,
|
199 |
+
"train_batch_size": 8,
|
200 |
+
"trial_name": null,
|
201 |
+
"trial_params": null
|
202 |
+
}
|
checkpoint-151/training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ce0d4a99d892ee132692e265f26666b2fd93629e3c4e1abc168fcb64801dd296
|
3 |
+
size 5240
|
config.json
ADDED
@@ -0,0 +1,39 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"_name_or_path": "indolem/indobertweet-base-uncased",
|
3 |
+
"_num_labels": 2,
|
4 |
+
"architectures": [
|
5 |
+
"BertForSequenceClassification"
|
6 |
+
],
|
7 |
+
"attention_probs_dropout_prob": 0.1,
|
8 |
+
"bos_token_id": 0,
|
9 |
+
"classifier_dropout": null,
|
10 |
+
"eos_token_ids": 0,
|
11 |
+
"gradient_checkpointing": false,
|
12 |
+
"hidden_act": "gelu",
|
13 |
+
"hidden_dropout_prob": 0.1,
|
14 |
+
"hidden_size": 768,
|
15 |
+
"id2label": {
|
16 |
+
"0": "Relevan",
|
17 |
+
"1": "Tidak Relevan"
|
18 |
+
},
|
19 |
+
"initializer_range": 0.02,
|
20 |
+
"intermediate_size": 3072,
|
21 |
+
"label2id": {
|
22 |
+
"Relevan": 0,
|
23 |
+
"Tidak Relevan": 1
|
24 |
+
},
|
25 |
+
"layer_norm_eps": 1e-12,
|
26 |
+
"max_position_embeddings": 512,
|
27 |
+
"model_type": "bert",
|
28 |
+
"num_attention_heads": 12,
|
29 |
+
"num_hidden_layers": 12,
|
30 |
+
"output_past": true,
|
31 |
+
"pad_token_id": 0,
|
32 |
+
"position_embedding_type": "absolute",
|
33 |
+
"problem_type": "single_label_classification",
|
34 |
+
"torch_dtype": "float32",
|
35 |
+
"transformers_version": "4.43.1",
|
36 |
+
"type_vocab_size": 2,
|
37 |
+
"use_cache": true,
|
38 |
+
"vocab_size": 31923
|
39 |
+
}
|
model.safetensors
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:3ffe65a8428a74d4da8820f1aec4a460a66728acf5324e7bf295568d37bd2feb
|
3 |
+
size 442262520
|
runs/Aug07_05-36-02_r-apriandito-autotrain-gpu-82qfr8ue-0ecb1-8wesj/events.out.tfevents.1723008963.r-apriandito-autotrain-gpu-82qfr8ue-0ecb1-8wesj.82.0
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:da7e21ababcd41088b521446af9651254aedcd452b170db1eb670e9eb04102c4
|
3 |
+
size 35771
|
runs/Aug07_05-36-02_r-apriandito-autotrain-gpu-82qfr8ue-0ecb1-8wesj/events.out.tfevents.1723009061.r-apriandito-autotrain-gpu-82qfr8ue-0ecb1-8wesj.82.1
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:289c6b4e8359fb956bf730c4e4dd4c84cdc2502ad768edba8038f1dc34830555
|
3 |
+
size 607
|
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 +1,57 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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 |
+
"1": {
|
12 |
+
"content": "[UNK]",
|
13 |
+
"lstrip": false,
|
14 |
+
"normalized": false,
|
15 |
+
"rstrip": false,
|
16 |
+
"single_word": false,
|
17 |
+
"special": true
|
18 |
+
},
|
19 |
+
"2": {
|
20 |
+
"content": "[MASK]",
|
21 |
+
"lstrip": false,
|
22 |
+
"normalized": false,
|
23 |
+
"rstrip": false,
|
24 |
+
"single_word": false,
|
25 |
+
"special": true
|
26 |
+
},
|
27 |
+
"3": {
|
28 |
+
"content": "[CLS]",
|
29 |
+
"lstrip": false,
|
30 |
+
"normalized": false,
|
31 |
+
"rstrip": false,
|
32 |
+
"single_word": false,
|
33 |
+
"special": true
|
34 |
+
},
|
35 |
+
"4": {
|
36 |
+
"content": "[SEP]",
|
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_basic_tokenize": true,
|
47 |
+
"do_lower_case": true,
|
48 |
+
"mask_token": "[MASK]",
|
49 |
+
"model_max_length": 1000000000000000019884624838656,
|
50 |
+
"never_split": null,
|
51 |
+
"pad_token": "[PAD]",
|
52 |
+
"sep_token": "[SEP]",
|
53 |
+
"strip_accents": null,
|
54 |
+
"tokenize_chinese_chars": true,
|
55 |
+
"tokenizer_class": "BertTokenizer",
|
56 |
+
"unk_token": "[UNK]"
|
57 |
+
}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
|
2 |
+
oid sha256:ce0d4a99d892ee132692e265f26666b2fd93629e3c4e1abc168fcb64801dd296
|
3 |
+
size 5240
|
training_params.json
ADDED
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
1 |
+
{
|
2 |
+
"data_path": "relevancy-eksyar/autotrain-data",
|
3 |
+
"model": "indolem/indobertweet-base-uncased",
|
4 |
+
"lr": 5e-05,
|
5 |
+
"epochs": 10,
|
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": "relevancy-eksyar",
|
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": "apriandito",
|
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
|
|