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README.md
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license: mit
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base_model: FacebookAI/xlm-roberta-large
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tags:
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- name: roberta-large-ner-qlorafinetune
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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-large-ner-qlorafinetune
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This model is a fine-tuned version of [FacebookAI/xlm-roberta-large](https://huggingface.co/FacebookAI/xlm-roberta-large) on the conll2002 dataset.
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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: 0.0004
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- train_batch_size: 32
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- eval_batch_size: 32
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- seed: 42
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- optimizer:
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- lr_scheduler_type: linear
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- training_steps: 1820
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library_name: peft
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license: mit
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base_model: FacebookAI/xlm-roberta-large
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tags:
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- name: roberta-large-ner-qlorafinetune
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results: []
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---
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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-large-ner-qlorafinetune
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This model is a fine-tuned version of [FacebookAI/xlm-roberta-large](https://huggingface.co/FacebookAI/xlm-roberta-large) on the conll2002 dataset.
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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: 0.0004
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- train_batch_size: 32
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- eval_batch_size: 32
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- seed: 42
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- optimizer: Use paged_adamw_8bit 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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- training_steps: 1820
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- mixed_precision_training: Native AMP
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### Training results
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### Framework versions
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- PEFT 0.14.0
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- Transformers 4.49.0
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- Pytorch 2.6.0+cu118
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- Datasets 3.2.0
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- Tokenizers 0.21.0
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adapter_model.safetensors
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runs/Mar17_15-08-59_DESKTOP-P79TL96/events.out.tfevents.1742242301.DESKTOP-P79TL96.2284.0
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