add model
Browse files- .gitignore +1 -0
- README.md +62 -0
- config.json +31 -0
- pytorch_model.bin +3 -0
- runs/Sep01_09-42-16_4a211770aabf/1630489360.16594/events.out.tfevents.1630489360.4a211770aabf.76.5 +3 -0
- runs/Sep01_09-42-16_4a211770aabf/events.out.tfevents.1630489360.4a211770aabf.76.4 +3 -0
- runs/Sep01_09-42-16_4a211770aabf/events.out.tfevents.1630501845.4a211770aabf.76.6 +3 -0
- training_args.bin +3 -0
.gitignore
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checkpoint-*/
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README.md
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---
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tags:
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- generated_from_trainer
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datasets:
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- null
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model-index:
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- name: bert-base-multilingual-cased-urgency
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results:
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- task:
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name: Masked Language Modeling
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type: fill-mask
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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-multilingual-cased-urgency
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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: 2.2797
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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: 8
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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: 3.0
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 4.1408 | 1.0 | 5659 | 3.6705 |
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| 2.8777 | 2.0 | 11318 | 2.5536 |
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| 2.561 | 3.0 | 16977 | 2.2740 |
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### Framework versions
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- Transformers 4.10.0
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- Pytorch 1.9.0+cu102
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- Datasets 1.11.0
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- Tokenizers 0.10.3
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config.json
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{
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"architectures": [
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"BertForMaskedLM"
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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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"directionality": "bidi",
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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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"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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"pooler_fc_size": 768,
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"pooler_num_attention_heads": 12,
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"pooler_num_fc_layers": 3,
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"pooler_size_per_head": 128,
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"pooler_type": "first_token_transform",
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.10.0",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 119547
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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 sha256:442f015c8a1254f904ec91acf5c0a310a0b91c225c000d7afd8aa9d69cbf1c70
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size 711982891
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runs/Sep01_09-42-16_4a211770aabf/1630489360.16594/events.out.tfevents.1630489360.4a211770aabf.76.5
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version https://git-lfs.github.com/spec/v1
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runs/Sep01_09-42-16_4a211770aabf/events.out.tfevents.1630489360.4a211770aabf.76.4
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version https://git-lfs.github.com/spec/v1
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runs/Sep01_09-42-16_4a211770aabf/events.out.tfevents.1630501845.4a211770aabf.76.6
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version https://git-lfs.github.com/spec/v1
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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size 2671
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