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Browse files- README.md +26 -0
- checkpoint-173/config.json +39 -0
- checkpoint-173/model.safetensors +3 -0
- checkpoint-173/optimizer.pt +3 -0
- checkpoint-173/rng_state.pth +3 -0
- checkpoint-173/scheduler.pt +3 -0
- checkpoint-173/trainer_state.json +202 -0
- checkpoint-173/training_args.bin +3 -0
- config.json +39 -0
- model.safetensors +3 -0
- runs/Oct01_23-00-17_r-apriandito-autotrain-gpu-qs55oj4w-144a0-h0v78/events.out.tfevents.1727823618.r-apriandito-autotrain-gpu-qs55oj4w-144a0-h0v78.93.0 +2 -2
- runs/Oct01_23-00-17_r-apriandito-autotrain-gpu-qs55oj4w-144a0-h0v78/events.out.tfevents.1727823681.r-apriandito-autotrain-gpu-qs55oj4w-144a0-h0v78.93.1 +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
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---
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tags:
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- autotrain
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- text-classification
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base_model: indolem/indobertweet-base-uncased
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widget:
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- text: "I love AutoTrain"
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---
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# Model Trained Using AutoTrain
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- Problem type: Text Classification
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## Validation Metrics
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loss: 0.4121915400028229
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f1: 0.8455284552845529
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precision: 0.7959183673469388
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recall: 0.9017341040462428
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auc: 0.8867152260349493
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accuracy: 0.8352601156069365
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checkpoint-173/config.json
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"_name_or_path": "indolem/indobertweet-base-uncased",
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"_num_labels": 2,
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"architectures": [
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"BertForSequenceClassification"
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],
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"output_past": true,
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"position_embedding_type": "absolute",
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"problem_type": "single_label_classification",
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"torch_dtype": "float32",
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"transformers_version": "4.45.0",
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}
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checkpoint-173/model.safetensors
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size 442262520
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checkpoint-173/optimizer.pt
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size 5240
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config.json
ADDED
@@ -0,0 +1,39 @@
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1 |
+
{
|
2 |
+
"_name_or_path": "indolem/indobertweet-base-uncased",
|
3 |
+
"_num_labels": 2,
|
4 |
+
"architectures": [
|
5 |
+
"BertForSequenceClassification"
|
6 |
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],
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|
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|
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|
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|
15 |
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"id2label": {
|
16 |
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"0": "False",
|
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"1": "True"
|
18 |
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},
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|
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"model_type": "bert",
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|
30 |
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"output_past": true,
|
31 |
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
|
33 |
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"problem_type": "single_label_classification",
|
34 |
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"torch_dtype": "float32",
|
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"transformers_version": "4.45.0",
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36 |
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"type_vocab_size": 2,
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37 |
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"use_cache": true,
|
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|
39 |
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}
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model.safetensors
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size 442262520
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runs/Oct01_23-00-17_r-apriandito-autotrain-gpu-qs55oj4w-144a0-h0v78/events.out.tfevents.1727823618.r-apriandito-autotrain-gpu-qs55oj4w-144a0-h0v78.93.0
CHANGED
@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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size
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size 20511
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runs/Oct01_23-00-17_r-apriandito-autotrain-gpu-qs55oj4w-144a0-h0v78/events.out.tfevents.1727823681.r-apriandito-autotrain-gpu-qs55oj4w-144a0-h0v78.93.1
ADDED
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version https://git-lfs.github.com/spec/v1
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size 607
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special_tokens_map.json
ADDED
@@ -0,0 +1,7 @@
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1 |
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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|
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}
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tokenizer.json
ADDED
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tokenizer_config.json
ADDED
@@ -0,0 +1,57 @@
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|
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{
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"added_tokens_decoder": {
|
3 |
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|
4 |
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"content": "[PAD]",
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"lstrip": false,
|
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|
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|
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"special": true
|
10 |
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},
|
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"1": {
|
12 |
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"content": "[UNK]",
|
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|
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|
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|
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|
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"special": true
|
18 |
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},
|
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"2": {
|
20 |
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"content": "[MASK]",
|
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|
22 |
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|
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|
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|
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|
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|
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"3": {
|
28 |
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|
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|
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|
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|
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|
33 |
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"special": true
|
34 |
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},
|
35 |
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"4": {
|
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|
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|
38 |
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|
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|
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|
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"special": true
|
42 |
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}
|
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|
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"clean_up_tokenization_spaces": true,
|
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"cls_token": "[CLS]",
|
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|
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|
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|
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|
55 |
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"tokenizer_class": "BertTokenizer",
|
56 |
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|
57 |
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}
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training_args.bin
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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size 5240
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training_params.json
ADDED
@@ -0,0 +1,30 @@
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|
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|
|
1 |
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{
|
2 |
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"data_path": "vulnerability2/autotrain-data",
|
3 |
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"model": "indolem/indobertweet-base-uncased",
|
4 |
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"lr": 5e-05,
|
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"epochs": 3,
|
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|
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|
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|
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"optimizer": "adamw_torch",
|
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"scheduler": "linear",
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|
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"seed": 42,
|
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"train_split": "train",
|
16 |
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|
17 |
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"text_column": "autotrain_text",
|
18 |
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"target_column": "autotrain_label",
|
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"logging_steps": -1,
|
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"project_name": "vulnerability2",
|
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"auto_find_batch_size": false,
|
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"mixed_precision": "fp16",
|
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"save_total_limit": 1,
|
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"push_to_hub": true,
|
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"eval_strategy": "epoch",
|
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"username": "apriandito",
|
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"log": "tensorboard",
|
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"early_stopping_patience": 5,
|
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"early_stopping_threshold": 0.01
|
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}
|
vocab.txt
ADDED
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|