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Browse files- README.md +22 -17
- config.json +1 -1
- model.safetensors +1 -1
- runs/Sep05_16-12-01_6a97462a76c2/events.out.tfevents.1725552764.6a97462a76c2.36.0 +3 -0
- training_args.bin +1 -1
README.md
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---
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license: mit
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base_model: xlm-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: xlm-roberta-base-finetuned-panx-39-langs
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results: []
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datasets:
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- google/xtreme
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metrics:
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- f1
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pipeline_tag: token-classification
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library_name: transformers
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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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# xlm-roberta-base-finetuned-panx-39-langs
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This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on
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It achieves the following results on the evaluation set:
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- eval_runtime: 1126.3679
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- eval_samples_per_second: 232.784
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- eval_steps_per_second: 14.549
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- epoch: 1.2
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- step: 63030
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## Model description
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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:
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### Framework versions
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- Transformers 4.44.0
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- Pytorch 2.4.0
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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---
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license: mit
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base_model: seddiktrk/xlm-roberta-base-finetuned-panx-39-langs
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tags:
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- generated_from_trainer
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metrics:
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- f1
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model-index:
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- name: xlm-roberta-base-finetuned-panx-39-langs
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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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# xlm-roberta-base-finetuned-panx-39-langs
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This model is a fine-tuned version of [seddiktrk/xlm-roberta-base-finetuned-panx-39-langs](https://huggingface.co/seddiktrk/xlm-roberta-base-finetuned-panx-39-langs) on the None dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.1650
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- F1: 0.8856
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## Model description
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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: 1
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### Training results
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| Training Loss | Epoch | Step | Validation Loss | F1 |
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|:-------------:|:-----:|:-----:|:---------------:|:------:|
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| 0.1912 | 0.12 | 6303 | 0.2009 | 0.8458 |
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| 0.1901 | 0.24 | 12606 | 0.1971 | 0.8573 |
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| 0.1821 | 0.36 | 18909 | 0.1946 | 0.8612 |
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| 0.175 | 0.48 | 25212 | 0.1813 | 0.8671 |
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| 0.1688 | 0.6 | 31515 | 0.1770 | 0.8729 |
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| 0.1637 | 0.72 | 37818 | 0.1674 | 0.8781 |
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| 0.1536 | 0.84 | 44121 | 0.1665 | 0.8822 |
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| 0.146 | 0.96 | 50424 | 0.1650 | 0.8856 |
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### Framework versions
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- Transformers 4.44.0
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- Pytorch 2.4.0
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- Datasets 2.21.0
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- Tokenizers 0.19.1
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config.json
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{
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"_name_or_path": "xlm-roberta-base",
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"architectures": [
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"XLMRobertaForTokenClassification"
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],
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{
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"_name_or_path": "seddiktrk/xlm-roberta-base-finetuned-panx-39-langs",
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"architectures": [
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"XLMRobertaForTokenClassification"
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],
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model.safetensors
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runs/Sep05_16-12-01_6a97462a76c2/events.out.tfevents.1725552764.6a97462a76c2.36.0
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training_args.bin
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