Training fold 5

README.md

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+---
+license: mit
+base_model: ayameRushia/bert-base-indonesian-1.5G-sentiment-analysis-smsa
+tags:
+- generated_from_trainer
+metrics:
+- accuracy
+- precision
+- recall
+- f1
+model-index:
+- name: 22best_berita_bert_model_fold_5
+  results: []
+---
+
+<!-- This model card has been generated automatically according to the information the Trainer had access to. You
+should probably proofread and complete it, then remove this comment. -->
+
+[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>]()
+# 22best_berita_bert_model_fold_5
+
+This model is a fine-tuned version of [ayameRushia/bert-base-indonesian-1.5G-sentiment-analysis-smsa](https://huggingface.co/ayameRushia/bert-base-indonesian-1.5G-sentiment-analysis-smsa) on the None dataset.
+It achieves the following results on the evaluation set:
+- Loss: 1.2244
+- Accuracy: 0.8436
+- Precision: 0.8477
+- Recall: 0.8429
+- F1: 0.8431
+
+## Model description
+
+More information needed
+
+## Intended uses & limitations
+
+More information needed
+
+## Training and evaluation data
+
+More information needed
+
+## Training procedure
+
+### Training hyperparameters
+
+The following hyperparameters were used during training:
+- learning_rate: 5e-05
+- train_batch_size: 8
+- eval_batch_size: 8
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 10
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1     |
+|:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
+| No log        | 1.0   | 106  | 0.8179          | 0.6919   | 0.7903    | 0.6727 | 0.6450 |
+| No log        | 2.0   | 212  | 0.5844          | 0.7773   | 0.7841    | 0.7778 | 0.7766 |
+| No log        | 3.0   | 318  | 1.0969          | 0.7393   | 0.7562    | 0.7439 | 0.7378 |
+| No log        | 4.0   | 424  | 0.9975          | 0.8246   | 0.8247    | 0.8236 | 0.8232 |
+| 0.404         | 5.0   | 530  | 1.1275          | 0.8104   | 0.8108    | 0.8067 | 0.8071 |
+| 0.404         | 6.0   | 636  | 1.1943          | 0.8199   | 0.8188    | 0.8191 | 0.8189 |
+| 0.404         | 7.0   | 742  | 1.2244          | 0.8436   | 0.8477    | 0.8429 | 0.8431 |
+| 0.404         | 8.0   | 848  | 1.2554          | 0.8341   | 0.8370    | 0.8335 | 0.8336 |
+| 0.404         | 9.0   | 954  | 1.2681          | 0.8294   | 0.8316    | 0.8288 | 0.8289 |
+| 0.0067        | 10.0  | 1060 | 1.2894          | 0.8246   | 0.8264    | 0.8241 | 0.8242 |
+
+
+### Framework versions
+
+- Transformers 4.42.3
+- Pytorch 2.1.2
+- Datasets 2.20.0
+- Tokenizers 0.19.1

config.json

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+{
+  "_name_or_path": "ayameRushia/bert-base-indonesian-1.5G-sentiment-analysis-smsa",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Positive",
+    "1": "Neutral",
+    "2": "Negative"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Negative": 2,
+    "Neutral": 1,
+    "Positive": 0
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.42.3",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 32000
+}

model.safetensors

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runs/Jul17_18-41-04_9b52e4c40538/events.out.tfevents.1721241666.9b52e4c40538.34.0

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special_tokens_map.json

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+{
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tokenizer_config.json

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+  "added_tokens_decoder": {
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+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

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