add model
Browse files- .gitignore +1 -0
- README.md +60 -0
- config.json +24 -0
- pytorch_model.bin +3 -0
- runs/Jul12_15-34-47_9b16f17f9c91/1626104107.5060039/events.out.tfevents.1626104107.9b16f17f9c91.77.1 +3 -0
- runs/Jul12_15-34-47_9b16f17f9c91/events.out.tfevents.1626104107.9b16f17f9c91.77.0 +3 -0
- runs/Jul12_16-30-17_9b16f17f9c91/1626107427.4946554/events.out.tfevents.1626107427.9b16f17f9c91.1445.1 +3 -0
- runs/Jul12_16-30-17_9b16f17f9c91/events.out.tfevents.1626107427.9b16f17f9c91.1445.0 +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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model_index:
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- name: bert-base-dutch-cased-finetuned-gv
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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-dutch-cased-finetuned-gv
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This model is a fine-tuned version of [GroNLP/bert-base-dutch-cased](https://huggingface.co/GroNLP/bert-base-dutch-cased) on an unkown dataset.
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It achieves the following results on the evaluation set:
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- Loss: 1.7815
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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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| 1.1796 | 1.0 | 9156 | 1.8492 |
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| 0.9396 | 2.0 | 18312 | 1.8198 |
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| 0.9073 | 3.0 | 27468 | 1.7815 |
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### Framework versions
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- Transformers 4.8.2
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- Pytorch 1.9.0+cu102
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- Datasets 1.9.0
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- Tokenizers 0.10.3
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config.json
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{
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"_name_or_path": "GroNLP/bert-base-dutch-cased",
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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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"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": 3,
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"position_embedding_type": "absolute",
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"transformers_version": "4.8.2",
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"type_vocab_size": 2,
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"use_cache": true,
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"vocab_size": 30073
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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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size 436760875
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runs/Jul12_15-34-47_9b16f17f9c91/1626104107.5060039/events.out.tfevents.1626104107.9b16f17f9c91.77.1
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version https://git-lfs.github.com/spec/v1
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runs/Jul12_15-34-47_9b16f17f9c91/events.out.tfevents.1626104107.9b16f17f9c91.77.0
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version https://git-lfs.github.com/spec/v1
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runs/Jul12_16-30-17_9b16f17f9c91/1626107427.4946554/events.out.tfevents.1626107427.9b16f17f9c91.1445.1
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version https://git-lfs.github.com/spec/v1
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runs/Jul12_16-30-17_9b16f17f9c91/events.out.tfevents.1626107427.9b16f17f9c91.1445.0
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version https://git-lfs.github.com/spec/v1
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size 12662
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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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