Commit ·
ceb3014
1
Parent(s): 3beb001
End of training
Browse files- README.md +62 -0
- logs/events.out.tfevents.1701944761.95ed4e3a0072.2498601.2 +2 -2
- logs/events.out.tfevents.1701976153.95ed4e3a0072.2498601.3 +3 -0
- merges.txt +0 -0
- model.safetensors +1 -1
- special_tokens_map.json +15 -0
- tokenizer.json +0 -0
- tokenizer_config.json +57 -0
- vocab.json +0 -0
README.md
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---
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license: mit
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base_model: roberta-base
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tags:
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- generated_from_trainer
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model-index:
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- name: roberta-base_disaster_tweets_explosion
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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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# roberta-base_disaster_tweets_explosion
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This model is a fine-tuned version of [roberta-base](https://huggingface.co/roberta-base) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3607
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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: 5e-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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- lr_scheduler_warmup_steps: 500
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- num_epochs: 5
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### Training results
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| Training Loss | Epoch | Step | Validation Loss |
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|:-------------:|:-----:|:-----:|:---------------:|
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| 0.4998 | 1.0 | 3750 | 0.4271 |
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| 0.6674 | 2.0 | 7500 | 0.6755 |
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| 0.6732 | 3.0 | 11250 | 0.6843 |
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| 0.7017 | 4.0 | 15000 | 0.7210 |
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| 0.2923 | 5.0 | 18750 | 0.3607 |
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### Framework versions
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- Transformers 4.35.0
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- Pytorch 2.1.0+cu121
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- Datasets 2.14.6
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- Tokenizers 0.14.1
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logs/events.out.tfevents.1701944761.95ed4e3a0072.2498601.2
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logs/events.out.tfevents.1701976153.95ed4e3a0072.2498601.3
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merges.txt
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model.safetensors
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special_tokens_map.json
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{
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"bos_token": "<s>",
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"cls_token": "<s>",
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"eos_token": "</s>",
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"normalized": false,
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"rstrip": false,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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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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"add_prefix_space": false,
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"added_tokens_decoder": {
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"0": {
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"content": "<s>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"content": "<pad>",
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"lstrip": false,
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"rstrip": false,
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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},
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"3": {
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"content": "<unk>",
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"lstrip": false,
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"normalized": true,
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"rstrip": false,
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"single_word": false,
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"50264": {
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"content": "<mask>",
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"lstrip": true,
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"rstrip": false,
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"special": true
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}
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},
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"bos_token": "<s>",
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"clean_up_tokenization_spaces": true,
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"cls_token": "<s>",
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"errors": "replace",
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"mask_token": "<mask>",
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"tokenizer_class": "RobertaTokenizer",
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"trim_offsets": true,
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"unk_token": "<unk>"
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}
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vocab.json
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