cuongtk2002
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End of training
Browse files- README.md +61 -0
- config.json +25 -0
- model.safetensors +3 -0
- runs/Dec02_06-40-18_56a2a5a0d777/events.out.tfevents.1701499226.56a2a5a0d777.1813.0 +3 -0
- runs/Dec02_07-21-19_3a349ab4d69f/events.out.tfevents.1701501685.3a349ab4d69f.1991.0 +3 -0
- special_tokens_map.json +7 -0
- tokenizer.json +0 -0
- tokenizer_config.json +55 -0
- training_args.bin +3 -0
- vocab.txt +0 -0
README.md
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---
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license: apache-2.0
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base_model: distilbert-base-multilingual-cased
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tags:
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- generated_from_trainer
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datasets:
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- ja_qu_ad
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model-index:
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- name: distilbert-base-multilingual-cased-JaQuAD
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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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# distilbert-base-multilingual-cased-JaQuAD
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This model is a fine-tuned version of [distilbert-base-multilingual-cased](https://huggingface.co/distilbert-base-multilingual-cased) on the ja_qu_ad dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.8854
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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: 16
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- eval_batch_size: 16
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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: 3
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:----:|:---------------:|
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| 1.1814 | 1.0 | 1588 | 0.9811 |
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| 0.8336 | 2.0 | 3176 | 0.8850 |
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| 0.6443 | 3.0 | 4764 | 0.8854 |
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### Framework versions
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- Transformers 4.35.2
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- Pytorch 2.1.0+cu118
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- Datasets 2.15.0
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- Tokenizers 0.15.0
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config.json
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{
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"_name_or_path": "distilbert-base-multilingual-cased",
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"activation": "gelu",
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"architectures": [
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"DistilBertForQuestionAnswering"
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],
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"attention_dropout": 0.1,
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"dim": 768,
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"dropout": 0.1,
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"hidden_dim": 3072,
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"initializer_range": 0.02,
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"max_position_embeddings": 512,
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"model_type": "distilbert",
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"n_heads": 12,
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"n_layers": 6,
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"output_past": true,
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"pad_token_id": 0,
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"qa_dropout": 0.1,
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"seq_classif_dropout": 0.2,
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"sinusoidal_pos_embds": false,
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"tie_weights_": true,
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"torch_dtype": "float32",
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"transformers_version": "4.35.2",
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"vocab_size": 119547
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:657c1ea59cba3817186cf924072aa6df46b5e6803da537dd590d5aa6de11c5cb
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size 538954840
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runs/Dec02_06-40-18_56a2a5a0d777/events.out.tfevents.1701499226.56a2a5a0d777.1813.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:5f49eefe1ecfd531a39a432c60682d2ae4c5a33b20aeeb3d5bb0ec3f17ffc464
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size 4944
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runs/Dec02_07-21-19_3a349ab4d69f/events.out.tfevents.1701501685.3a349ab4d69f.1991.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:756096510127a82d3f4155a9055fb12530057f2636139d81b4867e4fda26b9cf
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size 6782
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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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{
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"added_tokens_decoder": {
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"0": {
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"content": "[PAD]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"100": {
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"content": "[UNK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"101": {
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"content": "[CLS]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"102": {
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"content": "[SEP]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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},
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"103": {
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"content": "[MASK]",
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"lstrip": false,
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"normalized": false,
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"rstrip": false,
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"single_word": false,
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"special": true
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}
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},
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"clean_up_tokenization_spaces": true,
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"cls_token": "[CLS]",
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"do_lower_case": false,
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"mask_token": "[MASK]",
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"model_max_length": 512,
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"pad_token": "[PAD]",
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"sep_token": "[SEP]",
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"strip_accents": null,
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"tokenize_chinese_chars": true,
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"tokenizer_class": "DistilBertTokenizer",
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"unk_token": "[UNK]"
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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 sha256:3b23ae05548043329a0fd37e3e8cf6f5b9e3654d6a1dade2efc6415d75cdd1b6
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size 4600
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vocab.txt
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