bert-cased

README.md

@@ -0,0 +1,78 @@
+---
+license: cc-by-4.0
+base_model: hung200504/bert-24.1
+tags:
+- generated_from_trainer
+model-index:
+- name: bert-24.2
+  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-24.2
+
+This model is a fine-tuned version of [hung200504/bert-24.1](https://huggingface.co/hung200504/bert-24.1) on an unknown dataset.
+It achieves the following results on the evaluation set:
+- Loss: 11.4596
+
+## 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: 1e-07
+- train_batch_size: 16
+- eval_batch_size: 16
+- seed: 42
+- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
+- lr_scheduler_type: linear
+- num_epochs: 2
+
+### Training results
+
+| Training Loss | Epoch | Step | Validation Loss |
+|:-------------:|:-----:|:----:|:---------------:|
+| 10.5094       | 0.09  | 5    | 11.5096         |
+| 10.6572       | 0.18  | 10   | 11.5053         |
+| 10.3097       | 0.27  | 15   | 11.5006         |
+| 10.4711       | 0.36  | 20   | 11.4964         |
+| 10.505        | 0.45  | 25   | 11.4927         |
+| 10.5575       | 0.55  | 30   | 11.4890         |
+| 9.9085        | 0.64  | 35   | 11.4854         |
+| 10.5509       | 0.73  | 40   | 11.4820         |
+| 10.1511       | 0.82  | 45   | 11.4788         |
+| 10.0779       | 0.91  | 50   | 11.4760         |
+| 9.8849        | 1.0   | 55   | 11.4735         |
+| 10.1105       | 1.09  | 60   | 11.4713         |
+| 10.2491       | 1.18  | 65   | 11.4692         |
+| 10.4967       | 1.27  | 70   | 11.4671         |
+| 10.0624       | 1.36  | 75   | 11.4654         |
+| 10.5219       | 1.45  | 80   | 11.4642         |
+| 10.2786       | 1.55  | 85   | 11.4627         |
+| 10.2518       | 1.64  | 90   | 11.4618         |
+| 10.1067       | 1.73  | 95   | 11.4609         |
+| 10.36         | 1.82  | 100  | 11.4603         |
+| 9.9273        | 1.91  | 105  | 11.4598         |
+| 10.2964       | 2.0   | 110  | 11.4596         |
+
+
+### Framework versions
+
+- Transformers 4.34.1
+- Pytorch 2.0.1+cu118
+- Datasets 2.14.5
+- Tokenizers 0.14.1

config.json

@@ -0,0 +1,28 @@
+{
+  "_name_or_path": "hung200504/bert-24.1",
+  "architectures": [
+    "BertForQuestionAnswering"
+  ],
+  "attention_probs_dropout_prob": 0.1,
+  "classifier_dropout": null,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.1,
+  "hidden_size": 768,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "language": "english",
+  "layer_norm_eps": 1e-12,
+  "max_position_embeddings": 512,
+  "model_type": "bert",
+  "name": "Bert",
+  "num_attention_heads": 12,
+  "num_hidden_layers": 12,
+  "output_past": true,
+  "pad_token_id": 0,
+  "position_embedding_type": "absolute",
+  "torch_dtype": "float32",
+  "transformers_version": "4.34.1",
+  "type_vocab_size": 2,
+  "use_cache": true,
+  "vocab_size": 28996
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:b562e57aa0869208dedd787ff804d59a24f8836e8e47054ddd84e0f9fd6d310b
+size 430952617

special_tokens_map.json

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

tokenizer_config.json

@@ -0,0 +1,58 @@
+{
+  "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
+    },
+    "101": {
+      "content": "[CLS]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "102": {
+      "content": "[SEP]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    },
+    "103": {
+      "content": "[MASK]",
+      "lstrip": false,
+      "normalized": false,
+      "rstrip": false,
+      "single_word": false,
+      "special": true
+    }
+  },
+  "clean_up_tokenization_spaces": true,
+  "cls_token": "[CLS]",
+  "do_basic_tokenize": true,
+  "do_lower_case": false,
+  "mask_token": "[MASK]",
+  "max_len": 512,
+  "model_max_length": 512,
+  "never_split": null,
+  "pad_token": "[PAD]",
+  "sep_token": "[SEP]",
+  "strip_accents": null,
+  "tokenize_chinese_chars": true,
+  "tokenizer_class": "BertTokenizer",
+  "unk_token": "[UNK]"
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:524e4c07e0478ccb71f9b200e912f6eeec1cf0a1147b489ec02ff8e58cb16595
+size 4027