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Browse files- README.md +0 -69
- all_results.json +0 -8
- config.json +0 -27
- pytorch_model.bin +0 -3
- special_tokens_map.json +0 -7
- tokenizer.json +0 -0
- tokenizer_config.json +0 -14
- train_results.json +0 -8
- training_args.bin +0 -3
- vocab.txt +0 -0
README.md
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---
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tags:
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- generated_from_trainer
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model-index:
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- name: bert-base-uncased-bert-base-uncased-finetuned-mbti-0905
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# bert-base-uncased-bert-base-uncased-finetuned-mbti-0905
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This model is a fine-tuned version of [](https://huggingface.co/) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 2.1300
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 2e-05
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- train_batch_size: 4
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 15
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 6.1123 | 1.0 | 1735 | 5.8687 |
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| 5.7296 | 2.0 | 3470 | 5.7366 |
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| 5.4171 | 3.0 | 5205 | 5.7069 |
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| 5.1515 | 4.0 | 6940 | 5.7513 |
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| 4.972 | 5.0 | 8675 | 5.7805 |
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| 4.8949 | 6.0 | 10410 | 5.5448 |
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| 4.2657 | 7.0 | 12145 | 4.9113 |
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| 3.6447 | 8.0 | 13880 | 4.1228 |
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| 3.0587 | 9.0 | 15615 | 3.6803 |
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| 2.8321 | 10.0 | 17350 | 3.4982 |
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| 2.5816 | 11.0 | 19085 | 2.8572 |
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| 1.9901 | 12.0 | 20820 | 2.4997 |
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| 1.5719 | 13.0 | 22555 | 2.2799 |
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| 1.2894 | 14.0 | 24290 | 2.1577 |
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| 1.1245 | 15.0 | 26025 | 2.1300 |
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### Framework versions
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- Transformers 4.21.2
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- Pytorch 1.12.1
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- Datasets 2.4.0
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- Tokenizers 0.12.1
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all_results.json
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{
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"epoch": 10.0,
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"total_flos": 2.4440047552512e+16,
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"train_loss": 0.0,
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"train_runtime": 0.0636,
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"train_samples_per_second": 1090977.125,
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"train_steps_per_second": 272744.281
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}
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config.json
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{
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"_name_or_path": "bert-base-uncased",
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"architectures": [
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"BertLMHeadModel"
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],
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"attention_probs_dropout_prob": 0.1,
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"classifier_dropout": null,
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"gradient_checkpointing": false,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 768,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"is_decoder": true,
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"layer_norm_eps": 1e-12,
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"max_position_embeddings": 512,
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"model_type": "bert",
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"num_attention_heads": 12,
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"num_hidden_layers": 12,
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"pad_token_id": 0,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.21.2",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30522
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:5effbedba4f5c9e07bfab9da4e091dbeceed3d6ccec82d46859b57e3769316fd
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size 554035445
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special_tokens_map.json
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{
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"cls_token": "[CLS]",
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"mask_token": "[MASK]",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"unk_token": "[UNK]"
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}
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tokenizer.json
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tokenizer_config.json
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"cls_token": "[CLS]",
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"do_lower_case": true,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"name_or_path": "bert-base-uncased",
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"special_tokens_map_file": null,
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "BertTokenizer",
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"unk_token": "[UNK]"
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}
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train_results.json
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"epoch": 10.0,
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"total_flos": 2.4440047552512e+16,
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"train_loss": 0.0,
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"train_runtime": 0.0636,
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"train_samples_per_second": 1090977.125,
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"train_steps_per_second": 272744.281
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}
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:89a540841fda3f6392292e2684856d19b90f4c59e7bdc789705efb8bf6c001c0
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size 3311
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vocab.txt
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