Bert model with sequence classifier and LM heads

added_tokens.json

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+{"<pad>": 30524, "<knowledge_tag>": 30528, "<bos>": 30522, "<speaker1>": 30525, "<speaker2>": 30526, "<eos>": 30523, "<knowledge_sep>": 30527}

config.json

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+{
+  "_name_or_path": "bert-base-uncased",
+  "architectures": [
+    "BertDoubleHeadsForSequenceClassification"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "gradient_checkpointing": false,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "id2label": {
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+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "output_past": false,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "problem_type": "single_label_classification",
+  "transformers_version": "4.8.2",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 30529
+}

params.json

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+{
+  "dataset_args": {
+    "history_max_utterances": 1000000,
+    "history_max_tokens": 128,
+    "dataroot": "data_exclude_kb",
+    "knowledge_file": "knowledge.json"
+  },
+  "task": "clusterid_classification",
+  "model_name_or_path": "bert-base-uncased",
+  "tokenizer_name_or_path": "/scratch/yt2267/public/alexa-with-dstc9-track1-dataset/bert-base-uncased-local",
+  "per_gpu_train_batch_size": 16,
+  "per_gpu_eval_batch_size": 32,
+  "gradient_accumulation_steps": 1,
+  "learning_rate": 6.25e-05,
+  "adam_epsilon": 1e-08,
+  "max_grad_norm": 1.0,
+  "num_train_epochs": 100,
+  "warmup_steps": 0,
+  "fp16": "",
+  "seed": 42
+}

pytorch_model.bin

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+size 438297819

special_tokens_map.json

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+{"bos_token": "<bos>", "eos_token": "<eos>", "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "<pad>", "cls_token": "[CLS]", "mask_token": "[MASK]", "additional_special_tokens": ["<speaker1>", "<speaker2>", "<knowledge_sep>", "<knowledge_tag>"]}

tokenizer_config.json

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+{"do_lower_case": true, "unk_token": "[UNK]", "sep_token": "[SEP]", "pad_token": "[PAD]", "cls_token": "[CLS]", "mask_token": "[MASK]", "tokenize_chinese_chars": true, "strip_accents": null, "model_max_length": 512, "special_tokens_map_file": null, "name_or_path": "/scratch/yt2267/public/alexa-with-dstc9-track1-dataset/bert-base-uncased-local", "tokenizer_class": "BertTokenizer"}

training_args.bin

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