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longformer_base_4096_QA_SQUAD
galkowskim/longformer_base_4096_QA_SQUAD
longformer_base_4096_QA_SQUAD is a question answering model from galkowskim. Use it when the input is a question plus a passage. It is set up for transformers. The card lists the license as apache-2.0.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Question Answering
- Library
- transformers
- License
- apache-2.0
- Model type
- longformer
- Access
- Public
- Created
- May 17, 2024
- Updated
- May 17, 2024
- SHA
- ef7f77c3
Try a prompt
Base models
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. -->
longformer_base_4096_QA_SQUAD
This model is a fine-tuned version of allenai/longformer-base-4096 on an unknown dataset.
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
Framework versions
- Transformers 4.40.0
- Pytorch 2.2.1
- Datasets 2.19.0
- Tokenizers 0.19.1
- Task
- Question Answering
- Library
- transformers
- Type
- longformer
- License
- apache-2.0
- Created
- May 17, 2024
- Updated
- May 17, 2024