update convert

.gitignore

@@ -0,0 +1,7 @@
+# Không cần cho inference
+checkpoint-*/  
+optimizer.pt  
+scheduler.pt  
+rng_state.pth  
+trainer_state.json  
+training_args.bin  

checkpoint-1440/config.json

@@ -1,157 +0,0 @@
-{
-  "architectures": [
-    "MobileBertForSequenceClassification"
-  ],
-  "attention_probs_dropout_prob": 0.1,
-  "classifier_activation": false,
-  "classifier_dropout": null,
-  "dtype": "float32",
-  "embedding_size": 128,
-  "hidden_act": "relu",
-  "hidden_dropout_prob": 0.0,
-  "hidden_size": 512,
-  "id2label": {
-    "0": "LABEL_0",
-    "1": "LABEL_1",
-    "2": "LABEL_2",
-    "3": "LABEL_3",
-    "4": "LABEL_4",
-    "5": "LABEL_5",
-    "6": "LABEL_6",
-    "7": "LABEL_7",
-    "8": "LABEL_8",
-    "9": "LABEL_9",
-    "10": "LABEL_10",
-    "11": "LABEL_11",
-    "12": "LABEL_12",
-    "13": "LABEL_13",
-    "14": "LABEL_14",
-    "15": "LABEL_15",
-    "16": "LABEL_16",
-    "17": "LABEL_17",
-    "18": "LABEL_18",
-    "19": "LABEL_19",
-    "20": "LABEL_20",
-    "21": "LABEL_21",
-    "22": "LABEL_22",
-    "23": "LABEL_23",
-    "24": "LABEL_24",
-    "25": "LABEL_25",
-    "26": "LABEL_26",
-    "27": "LABEL_27",
-    "28": "LABEL_28",
-    "29": "LABEL_29",
-    "30": "LABEL_30",
-    "31": "LABEL_31",
-    "32": "LABEL_32",
-    "33": "LABEL_33",
-    "34": "LABEL_34",
-    "35": "LABEL_35",
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-    "55": "LABEL_55",
-    "56": "LABEL_56",
-    "57": "LABEL_57",
-    "58": "LABEL_58",
-    "59": "LABEL_59"
-  },
-  "initializer_range": 0.02,
-  "intermediate_size": 512,
-  "intra_bottleneck_size": 128,
-  "key_query_shared_bottleneck": true,
-  "label2id": {
-    "LABEL_0": 0,
-    "LABEL_1": 1,
-    "LABEL_10": 10,
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-    "LABEL_6": 6,
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-    "LABEL_8": 8,
-    "LABEL_9": 9
-  },
-  "layer_norm_eps": 1e-12,
-  "max_position_embeddings": 512,
-  "model_type": "mobilebert",
-  "normalization_type": "no_norm",
-  "num_attention_heads": 4,
-  "num_feedforward_networks": 4,
-  "num_hidden_layers": 24,
-  "pad_token_id": 0,
-  "problem_type": "single_label_classification",
-  "transformers_version": "4.56.1",
-  "trigram_input": true,
-  "true_hidden_size": 128,
-  "type_vocab_size": 2,
-  "use_bottleneck": true,
-  "use_bottleneck_attention": false,
-  "vocab_size": 30522
-}

checkpoint-1440/model.safetensors

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-size 98589152

checkpoint-1440/optimizer.pt

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-size 197832174

checkpoint-1440/rng_state.pth

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-size 14645

checkpoint-1440/scheduler.pt

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-size 1465

checkpoint-1440/special_tokens_map.json

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

checkpoint-1440/tokenizer_config.json

@@ -1,58 +0,0 @@
-{
-  "added_tokens_decoder": {
-    "0": {
-      "content": "[PAD]",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
-    },
-    "100": {
-      "content": "[UNK]",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
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-    "101": {
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-      "single_word": false,
-      "special": true
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-      "rstrip": false,
-      "single_word": false,
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-      "content": "[MASK]",
-      "lstrip": false,
-      "normalized": false,
-      "rstrip": false,
-      "single_word": false,
-      "special": true
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-  },
-  "clean_up_tokenization_spaces": true,
-  "cls_token": "[CLS]",
-  "do_basic_tokenize": true,
-  "do_lower_case": true,
-  "extra_special_tokens": {},
-  "mask_token": "[MASK]",
-  "model_max_length": 1000000000000000019884624838656,
-  "never_split": null,
-  "pad_token": "[PAD]",
-  "sep_token": "[SEP]",
-  "strip_accents": null,
-  "tokenize_chinese_chars": true,
-  "tokenizer_class": "MobileBertTokenizer",
-  "unk_token": "[UNK]"
-}

checkpoint-1440/trainer_state.json

@@ -1,66 +0,0 @@
-{
-  "best_global_step": 1440,
-  "best_metric": 0.853418593212002,
-  "best_model_checkpoint": "./models/mobilebert-massive-quick\\checkpoint-1440",
-  "epoch": 2.0,
-  "eval_steps": 500,
-  "global_step": 1440,
-  "is_hyper_param_search": false,
-  "is_local_process_zero": true,
-  "is_world_process_zero": true,
-  "log_history": [
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-      "grad_norm": 38.76491928100586,
-      "learning_rate": 2.6902985074626868e-05,
-      "loss": 730659.7333,
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-      "eval_accuracy": 0.8209542547958681,
-      "eval_loss": 0.6946287155151367,
-      "eval_runtime": 14.9444,
-      "eval_samples_per_second": 136.038,
-      "eval_steps_per_second": 8.565,
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-  "logging_steps": 500,
-  "max_steps": 1440,
-  "num_input_tokens_seen": 0,
-  "num_train_epochs": 2,
-  "save_steps": 500,
-  "stateful_callbacks": {
-    "TrainerControl": {
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-        "should_epoch_stop": false,
-        "should_evaluate": false,
-        "should_log": false,
-        "should_save": true,
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-  "train_batch_size": 16,
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checkpoint-1440/training_args.bin

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