Upload trained RoBERTa model
Browse files- README.md +77 -0
- checkpoint-2916/config.json +35 -0
- checkpoint-2916/merges.txt +0 -0
- checkpoint-2916/model.safetensors +3 -0
- checkpoint-2916/optimizer.pt +3 -0
- checkpoint-2916/rng_state.pth +3 -0
- checkpoint-2916/scheduler.pt +3 -0
- checkpoint-2916/special_tokens_map.json +15 -0
- checkpoint-2916/tokenizer.json +0 -0
- checkpoint-2916/tokenizer_config.json +58 -0
- checkpoint-2916/trainer_state.json +147 -0
- checkpoint-2916/training_args.bin +3 -0
- checkpoint-2916/vocab.json +0 -0
- checkpoint-4860/config.json +35 -0
- checkpoint-4860/merges.txt +0 -0
- checkpoint-4860/model.safetensors +3 -0
- checkpoint-4860/optimizer.pt +3 -0
- checkpoint-4860/rng_state.pth +3 -0
- checkpoint-4860/scheduler.pt +3 -0
- checkpoint-4860/special_tokens_map.json +15 -0
- checkpoint-4860/tokenizer.json +0 -0
- checkpoint-4860/tokenizer_config.json +58 -0
- checkpoint-4860/trainer_state.json +223 -0
- checkpoint-4860/training_args.bin +3 -0
- checkpoint-4860/vocab.json +0 -0
- config.json +35 -0
- merges.txt +0 -0
- model.safetensors +3 -0
- special_tokens_map.json +15 -0
- tokenizer.json +0 -0
- tokenizer_config.json +58 -0
- training_args.bin +3 -0
- vocab.json +0 -0
README.md
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---
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library_name: transformers
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license: mit
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base_model: FacebookAI/roberta-large
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tags:
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- generated_from_trainer
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metrics:
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- accuracy
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- precision
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- recall
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- f1
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model-index:
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- name: roberta-Validation-goodareas-eval_FeedbackESConv5pp_CARE10pp-sweeps-current
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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-Validation-goodareas-eval_FeedbackESConv5pp_CARE10pp-sweeps-current
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This model is a fine-tuned version of [FacebookAI/roberta-large](https://huggingface.co/FacebookAI/roberta-large) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.7517
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- Accuracy: 0.8331
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- Precision: 0.4610
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- Recall: 0.6017
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- F1: 0.5221
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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: 3.263554762497362e-06
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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: Use OptimizerNames.ADAMW_TORCH_FUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
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- lr_scheduler_type: linear
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- lr_scheduler_warmup_ratio: 0.1
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|:---------:|:------:|:------:|
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| 0.533 | 1.0 | 486 | 0.3998 | 0.8485 | 0.0 | 0.0 | 0.0 |
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| 0.4106 | 2.0 | 972 | 0.3184 | 0.8601 | 0.5714 | 0.3051 | 0.3978 |
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| 0.3506 | 3.0 | 1458 | 0.3458 | 0.8665 | 0.5778 | 0.4407 | 0.5 |
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| 0.3103 | 4.0 | 1944 | 0.3449 | 0.8460 | 0.4926 | 0.5678 | 0.5276 |
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| 0.2684 | 5.0 | 2430 | 0.3504 | 0.8472 | 0.4959 | 0.5085 | 0.5021 |
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| 0.2295 | 6.0 | 2916 | 0.4242 | 0.8588 | 0.5299 | 0.6017 | 0.5635 |
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| 0.1905 | 7.0 | 3402 | 0.5236 | 0.8549 | 0.5191 | 0.5763 | 0.5462 |
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| 0.1614 | 8.0 | 3888 | 0.6659 | 0.8434 | 0.4859 | 0.5847 | 0.5308 |
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| 0.1499 | 9.0 | 4374 | 0.7185 | 0.8421 | 0.4825 | 0.5847 | 0.5287 |
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| 0.1347 | 10.0 | 4860 | 0.7517 | 0.8331 | 0.4610 | 0.6017 | 0.5221 |
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### Framework versions
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- Transformers 4.49.0
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- Pytorch 2.5.1+cu124
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- Datasets 2.21.0
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- Tokenizers 0.21.0
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checkpoint-2916/config.json
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{
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"_name_or_path": "FacebookAI/roberta-large",
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"architectures": [
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"RobertaForSequenceClassification"
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],
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"attention_probs_dropout_prob": 0.1,
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"bos_token_id": 0,
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"classifier_dropout": null,
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"eos_token_id": 2,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.1,
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"hidden_size": 1024,
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"id2label": {
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"0": "not selected",
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"1": "selected"
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},
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"initializer_range": 0.02,
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"intermediate_size": 4096,
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"label2id": {
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"not selected": "0",
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"selected": "1"
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},
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"layer_norm_eps": 1e-05,
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"max_position_embeddings": 514,
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"model_type": "roberta",
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"num_attention_heads": 16,
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"num_hidden_layers": 24,
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"pad_token_id": 1,
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"position_embedding_type": "absolute",
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"torch_dtype": "float32",
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"transformers_version": "4.49.0",
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"type_vocab_size": 1,
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"use_cache": true,
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"vocab_size": 50265
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}
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checkpoint-2916/merges.txt
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checkpoint-2916/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:300ff926d3597fbd7f719bc0051d5e35ff38aa43fc8a1fb4ca660c252218b9eb
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size 1421495416
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checkpoint-2916/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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size 2843228717
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checkpoint-2916/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 14244
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checkpoint-2916/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:253ec4c32a480d59ba15a3f8c0b36c771f3c70c4dc3056b474d960c616a672f6
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size 1064
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checkpoint-2916/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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"single_word": false
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},
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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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checkpoint-2916/tokenizer.json
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checkpoint-2916/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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"lstrip": false,
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"normalized": true,
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},
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"1": {
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"content": "<pad>",
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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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"special": true
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},
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"2": {
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"content": "</s>",
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"lstrip": false,
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"normalized": true,
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| 24 |
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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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| 28 |
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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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| 33 |
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"single_word": false,
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"special": true
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| 35 |
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},
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| 36 |
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"50264": {
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| 37 |
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"content": "<mask>",
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| 38 |
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"lstrip": true,
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| 39 |
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"normalized": false,
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| 40 |
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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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| 44 |
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},
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| 45 |
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"bos_token": "<s>",
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| 46 |
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"clean_up_tokenization_spaces": false,
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"cls_token": "<s>",
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"eos_token": "</s>",
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"errors": "replace",
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| 50 |
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"extra_special_tokens": {},
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| 51 |
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"mask_token": "<mask>",
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| 52 |
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"model_max_length": 512,
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| 53 |
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"pad_token": "<pad>",
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"sep_token": "</s>",
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| 55 |
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| 56 |
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"unk_token": "<unk>"
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}
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checkpoint-2916/trainer_state.json
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|
| 1 |
+
{
|
| 2 |
+
"bos_token": "<s>",
|
| 3 |
+
"cls_token": "<s>",
|
| 4 |
+
"eos_token": "</s>",
|
| 5 |
+
"mask_token": {
|
| 6 |
+
"content": "<mask>",
|
| 7 |
+
"lstrip": true,
|
| 8 |
+
"normalized": false,
|
| 9 |
+
"rstrip": false,
|
| 10 |
+
"single_word": false
|
| 11 |
+
},
|
| 12 |
+
"pad_token": "<pad>",
|
| 13 |
+
"sep_token": "</s>",
|
| 14 |
+
"unk_token": "<unk>"
|
| 15 |
+
}
|
tokenizer.json
ADDED
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|
tokenizer_config.json
ADDED
|
@@ -0,0 +1,58 @@
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|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"add_prefix_space": false,
|
| 3 |
+
"added_tokens_decoder": {
|
| 4 |
+
"0": {
|
| 5 |
+
"content": "<s>",
|
| 6 |
+
"lstrip": false,
|
| 7 |
+
"normalized": true,
|
| 8 |
+
"rstrip": false,
|
| 9 |
+
"single_word": false,
|
| 10 |
+
"special": true
|
| 11 |
+
},
|
| 12 |
+
"1": {
|
| 13 |
+
"content": "<pad>",
|
| 14 |
+
"lstrip": false,
|
| 15 |
+
"normalized": true,
|
| 16 |
+
"rstrip": false,
|
| 17 |
+
"single_word": false,
|
| 18 |
+
"special": true
|
| 19 |
+
},
|
| 20 |
+
"2": {
|
| 21 |
+
"content": "</s>",
|
| 22 |
+
"lstrip": false,
|
| 23 |
+
"normalized": true,
|
| 24 |
+
"rstrip": false,
|
| 25 |
+
"single_word": false,
|
| 26 |
+
"special": true
|
| 27 |
+
},
|
| 28 |
+
"3": {
|
| 29 |
+
"content": "<unk>",
|
| 30 |
+
"lstrip": false,
|
| 31 |
+
"normalized": true,
|
| 32 |
+
"rstrip": false,
|
| 33 |
+
"single_word": false,
|
| 34 |
+
"special": true
|
| 35 |
+
},
|
| 36 |
+
"50264": {
|
| 37 |
+
"content": "<mask>",
|
| 38 |
+
"lstrip": true,
|
| 39 |
+
"normalized": false,
|
| 40 |
+
"rstrip": false,
|
| 41 |
+
"single_word": false,
|
| 42 |
+
"special": true
|
| 43 |
+
}
|
| 44 |
+
},
|
| 45 |
+
"bos_token": "<s>",
|
| 46 |
+
"clean_up_tokenization_spaces": false,
|
| 47 |
+
"cls_token": "<s>",
|
| 48 |
+
"eos_token": "</s>",
|
| 49 |
+
"errors": "replace",
|
| 50 |
+
"extra_special_tokens": {},
|
| 51 |
+
"mask_token": "<mask>",
|
| 52 |
+
"model_max_length": 512,
|
| 53 |
+
"pad_token": "<pad>",
|
| 54 |
+
"sep_token": "</s>",
|
| 55 |
+
"tokenizer_class": "RobertaTokenizer",
|
| 56 |
+
"trim_offsets": true,
|
| 57 |
+
"unk_token": "<unk>"
|
| 58 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:3fe08e557831ea92136ea7ca84809952426264adcee228b9f5947753a6668044
|
| 3 |
+
size 5496
|
vocab.json
ADDED
|
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|
|
|