End of training

README.md

@@ -0,0 +1,58 @@
+---
+library_name: transformers
+license: mit
+base_model: ayameRushia/bert-base-indonesian-1.5G-sentiment-analysis-smsa
+tags:
+- generated_from_trainer
+model-index:
+- name: bert-indonesian-finetuned-news
+  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. -->
+
+# bert-indonesian-finetuned-news
+
+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 an unknown dataset.
+It achieves the following results on the evaluation set:
+- eval_loss: 1.1852
+- eval_model_preparation_time: 0.0032
+- eval_accuracy: 0.73
+- eval_runtime: 0.7599
+- eval_samples_per_second: 131.604
+- eval_steps_per_second: 17.109
+- step: 0
+
+## 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: 2e-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
+- lr_scheduler_warmup_steps: 70
+- num_epochs: 7
+
+### Framework versions
+
+- Transformers 4.44.2
+- Pytorch 2.4.1+cu121
+- Datasets 3.0.1
+- Tokenizers 0.19.1

config.json

@@ -0,0 +1,37 @@
+{
+  "_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": "4.44.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 32000
+}

model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c3e82a554117f6ca655ccce889148a4904bd076ab98441103a993dc351b378eb
+size 442502140

runs/Oct10_14-44-30_278e161f90ec/events.out.tfevents.1728571477.278e161f90ec.870.0

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:124350331b778c007d81d8cb63cfb2933aff1addb24e764f9aab141dcd1d8185
+size 7924

runs/Oct10_14-44-30_278e161f90ec/events.out.tfevents.1728571545.278e161f90ec.870.1

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c108c68518d02199c0678617c03ffbc0bc0418088476343f2c96eabedd0b534
+size 409

runs/Oct10_14-47-26_278e161f90ec/events.out.tfevents.1728571651.278e161f90ec.870.2

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fa0da1b5f7149e93459a9298619f3b28322bca8ae28e8e2a3c97921e589a118d
+size 7033

runs/Oct10_14-47-26_278e161f90ec/events.out.tfevents.1728571748.278e161f90ec.870.3

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:99f184569ffd291eaf3a4c07b9f55819cda178397edfe479a089387338becd9f
+size 409

runs/Oct10_14-50-03_278e161f90ec/events.out.tfevents.1728571811.278e161f90ec.870.4

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:f6a2f119dd02cd5bff89deb3b2cdba382e8ed95814508f6acd22aa62ff112333
+size 7033

runs/Oct10_14-50-03_278e161f90ec/events.out.tfevents.1728571915.278e161f90ec.870.5

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:dd39bbacaedca5a885fa25fcb9d61195b4a06510abd6e97b320a031fb9d27ff7
+size 409

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c930b44c08c2218363bdb60d55eaa3aab6a55ad263e2077ac361840a998a3b6a
+size 5240