pppereira3
commited on
End of training
Browse files
README.md
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---
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library_name: peft
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license: mit
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- accuracy
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tags:
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- generated_from_trainer
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model-index:
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This model is a fine-tuned version of [FacebookAI/roberta-base](https://huggingface.co/FacebookAI/roberta-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | Accuracy |
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|:-------------:|:-----:|:----:|:---------------:|:--------:|
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| No log | 1.0 | 438 | 1.7350 | 0.4407 |
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| 1.9939 | 2.0 | 876 | 1.3357 | 0.5237 |
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| 1.4105 | 3.0 | 1314 | 1.2692 | 0.543 |
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| 1.2682 | 4.0 | 1752 | 1.2368 | 0.5527 |
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| 1.2304 | 5.0 | 2190 | 1.2191 | 0.5537 |
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| 1.1785 | 6.0 | 2628 | 1.2062 | 0.5553 |
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| 1.1621 | 7.0 | 3066 | 1.1958 | 0.5633 |
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| 1.1481 | 8.0 | 3504 | 1.1931 | 0.564 |
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| 1.1481 | 9.0 | 3942 | 1.1900 | 0.5633 |
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| 1.1424 | 10.0 | 4380 | 1.1887 | 0.5677 |
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### Framework versions
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- PEFT 0.13.2
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- Transformers 4.44.2
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- Pytorch 2.5.0+cu121
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- Datasets 3.1.0
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- Tokenizers 0.19.1
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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-base
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tags:
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- generated_from_trainer
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model-index:
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This model is a fine-tuned version of [FacebookAI/roberta-base](https://huggingface.co/FacebookAI/roberta-base) on an unknown dataset.
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It achieves the following results on the evaluation set:
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- eval_loss: 1.1887
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- eval_model_preparation_time: 0.0053
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- eval_accuracy: 0.5677
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- eval_f1: 0.5625
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- eval_runtime: 84.6218
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- eval_samples_per_second: 35.452
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- eval_steps_per_second: 2.222
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- step: 0
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## Model description
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- lr_scheduler_type: linear
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- num_epochs: 10
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### Framework versions
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- Transformers 4.44.2
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- Pytorch 2.5.0+cu121
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- Datasets 3.1.0
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- Tokenizers 0.19.1
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runs/Nov03_17-15-33_4c92b04c4d68/events.out.tfevents.1730654227.4c92b04c4d68.368.2
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version https://git-lfs.github.com/spec/v1
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oid sha256:eb677d41203d14cbf8072c0a58dc2b421d858f99daa5b37629503eb2c20c7575
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size 452
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special_tokens_map.json
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{
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"bos_token":
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"rstrip": false,
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"single_word": false
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},
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"pad_token":
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}
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{
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"bos_token": {
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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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},
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"cls_token": {
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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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},
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"eos_token": {
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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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},
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"mask_token": {
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"content": "<mask>",
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"lstrip": true,
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"rstrip": false,
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"single_word": false
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},
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"pad_token": {
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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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},
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"sep_token": {
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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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},
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"unk_token": {
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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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}
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}
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tokenizer_config.json
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"eos_token": "</s>",
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"errors": "replace",
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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": "</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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"eos_token": "</s>",
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"errors": "replace",
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"mask_token": "<mask>",
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"max_length": 512,
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"model_max_length": 512,
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"pad_token": "<pad>",
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"sep_token": "</s>",
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"stride": 0,
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"tokenizer_class": "RobertaTokenizer",
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"trim_offsets": true,
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"truncation_side": "right",
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"truncation_strategy": "longest_first",
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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:
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size
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size 5240
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