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kobigbird-pure2-93753787
alphahg/kobigbird-pure2-93753787
kobigbird-pure2-93753787 is a question answering model from alphahg. Use it when the input is a question plus a passage. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Question Answering
- Library
- transformers
- Model type
- big_bird
- Access
- Public
- Created
- Jan 24, 2023
- Updated
- Jan 24, 2023
- SHA
- 4584acf8
Try a prompt
Datasets
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
kobigbird-pure2-93753787
This model is a fine-tuned version of monologg/kobigbird-bert-base on the custom_squad_v2 dataset. It achieves the following results on the evaluation set:
- eval_loss: 3.4619
- eval_runtime: 26.5163
- eval_samples_per_second: 45.406
- eval_steps_per_second: 0.717
- epoch: 0.99
- step: 21
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 64
- eval_batch_size: 64
- seed: 2
- gradient_accumulation_steps: 8
- total_train_batch_size: 512
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 2
- mixed_precision_training: Native AMP
Framework versions
- Transformers 4.24.0
- Pytorch 1.12.1
- Datasets 2.6.1
- Tokenizers 0.13.1
- Task
- Question Answering
- Library
- transformers
- Type
- big_bird
- Created
- Jan 24, 2023
- Updated
- Jan 24, 2023