Upload 8 files

MendoBERT/config.json

@@ -0,0 +1,37 @@
+{
+  "_name_or_path": "/kaggle/input/base-model-pubmed-sehatq/out/pubmed_sehatq_1e5_16",
+  "architectures": [
+    "BertForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "bos_token_id": 0,
+  "classifier_dropout": null,
+  "eos_token_ids": 0,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "NEGATIVE",
+    "1": "POSITIVE"
+  },
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "NEGATIVE": 0,
+    "POSITIVE": 1
+  },
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "output_past": true,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "torch_dtype": "float32",
+  "transformers_version": "4.26.1",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 31923
+}

MendoBERT/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:02be369efe492b058020bac52384b048af5aae4ae3babf5fe0bbc603fde11717
+size 14575

MendoBERT/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6bc614ea6dc03b8a14708262b855c1be1ac6e10e78a0355f04071e38c401b086
+size 627

MendoBERT/special_tokens_map.json

@@ -0,0 +1,7 @@
+{
+  "cls_token": "[CLS]",
+  "mask_token": "[MASK]",
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "unk_token": "[UNK]"
+}

MendoBERT/tokenizer_config.json

@@ -0,0 +1,16 @@
+{
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": true,
+  "mask_token": "[MASK]",
+  "model_max_length": 1000000000000000019884624838656,
+  "name_or_path": "indolem/indobert-base-uncased",
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "special_tokens_map_file": "/root/.cache/huggingface/hub/models--indolem--indobert-base-uncased/snapshots/b6663c19a819c04798e7a93d681f9bc34ed57b4a/special_tokens_map.json",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

MendoBERT/trainer_state.json

@@ -0,0 +1,58 @@
+{
+  "best_metric": 0.5050925612449646,
+  "best_model_checkpoint": "my_awesome_model/checkpoint-900",
+  "epoch": 3.0,
+  "global_step": 900,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.7166979362101313,
+      "eval_f1": 0.7701674277016742,
+      "eval_loss": 0.5804960131645203,
+      "eval_precision": 0.6710875331564987,
+      "eval_recall": 0.9035714285714286,
+      "eval_runtime": 1.6694,
+      "eval_samples_per_second": 319.277,
+      "eval_steps_per_second": 20.367,
+      "step": 300
+    },
+    {
+      "epoch": 1.67,
+      "learning_rate": 2.5e-05,
+      "loss": 0.6088,
+      "step": 500
+    },
+    {
+      "epoch": 2.0,
+      "eval_accuracy": 0.7523452157598499,
+      "eval_f1": 0.7599999999999999,
+      "eval_loss": 0.5575453639030457,
+      "eval_precision": 0.774074074074074,
+      "eval_recall": 0.7464285714285714,
+      "eval_runtime": 1.6732,
+      "eval_samples_per_second": 318.551,
+      "eval_steps_per_second": 20.32,
+      "step": 600
+    },
+    {
+      "epoch": 3.0,
+      "eval_accuracy": 0.7654784240150094,
+      "eval_f1": 0.7877758913412564,
+      "eval_loss": 0.5050925612449646,
+      "eval_precision": 0.7508090614886731,
+      "eval_recall": 0.8285714285714286,
+      "eval_runtime": 1.6654,
+      "eval_samples_per_second": 320.051,
+      "eval_steps_per_second": 20.416,
+      "step": 900
+    }
+  ],
+  "max_steps": 3000,
+  "num_train_epochs": 10,
+  "total_flos": 998375413452300.0,
+  "trial_name": null,
+  "trial_params": null
+}

MendoBERT/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8a03e8f9095e13ed9593cb776e67052198f33dcfd86a51f04a894bbd65941379
+size 3515