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Parent(s):
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Upload folder using huggingface_hub
Browse files- README.md +36 -0
- checkpoint-72/config.json +42 -0
- checkpoint-72/model.safetensors +3 -0
- checkpoint-72/optimizer.pt +3 -0
- checkpoint-72/rng_state.pth +3 -0
- checkpoint-72/scheduler.pt +3 -0
- checkpoint-72/trainer_state.json +582 -0
- checkpoint-72/training_args.bin +3 -0
- config.json +42 -0
- model.safetensors +3 -0
- runs/Aug05_17-25-27_r-apriandito-autotrain-gpu-dm9xesp7-a4686-6r7xy/events.out.tfevents.1722878728.r-apriandito-autotrain-gpu-dm9xesp7-a4686-6r7xy.82.0 +2 -2
- runs/Aug05_17-25-27_r-apriandito-autotrain-gpu-dm9xesp7-a4686-6r7xy/events.out.tfevents.1722878766.r-apriandito-autotrain-gpu-dm9xesp7-a4686-6r7xy.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
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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/indobert-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: 1.0960981845855713
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f1_macro: 0.45793362717137664
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f1_micro: 0.4722222222222222
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f1_weighted: 0.45793362717137676
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precision_macro: 0.6229166666666666
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precision_micro: 0.4722222222222222
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precision_weighted: 0.6229166666666667
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recall_macro: 0.47222222222222227
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recall_micro: 0.4722222222222222
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recall_weighted: 0.4722222222222222
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accuracy: 0.4722222222222222
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checkpoint-72/config.json
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{
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"_name_or_path": "indolem/indobert-base-uncased",
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"_num_labels": 4,
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"architectures": [
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"BertForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_ids": 0,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"id2label": {
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"0": "Action",
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"1": "Attention",
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"2": "Desire",
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"3": "Interest"
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},
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"Action": 0,
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"Attention": 1,
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"Desire": 2,
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"Interest": 3
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},
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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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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"pad_token_id": 0,
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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": "4.43.1",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 31923
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}
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checkpoint-72/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:a1aa85aa535f0dd9fa7b57ed5ec25e0de8e2c84fb8250650300c483721b2fef4
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size 442268672
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checkpoint-72/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:dc42bb916ea459a060753cd4cacba43b50df4215058117facd797793dd4037df
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size 884658426
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checkpoint-72/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:4e46a0b9576318c3cb909658a7777f7b980c2492296bfebd42c87020423c27c2
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size 14244
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checkpoint-72/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:4776a1d290829eebe7cad027e643c943020df65dc3ad504950dd6659e9e061e8
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size 1064
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checkpoint-72/trainer_state.json
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| 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 sha256:90e8701d17b5e169413d92462ffc3abc16f4af789b44a78416b8756c3a9ab664
|
| 3 |
+
size 5240
|
training_params.json
ADDED
|
@@ -0,0 +1,30 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "autotrain-kly27-cj2jm/autotrain-data",
|
| 3 |
+
"model": "indolem/indobert-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": "autotrain-kly27-cj2jm",
|
| 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
|
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|
|
|