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longformer-base-4096-finetuned-squad2-length-1024-128window
ChuVN/longformer-base-4096-finetuned-squad2-length-1024-128window
longformer-base-4096-finetuned-squad2-length-1024-128window is a question answering model from ChuVN. 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
- longformer
- Access
- Public
- Created
- Jul 20, 2022
- Updated
- Jul 20, 2022
- SHA
- 2f166865
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. -->
longformer-base-4096-finetuned-squad2-length-1024-128window
This model is a fine-tuned version of allenai/longformer-base-4096 on the squad_v2 dataset. It achieves the following results on the evaluation set:
- Loss: 0.9057
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.8641 | 1.0 | 32580 | 0.9057 |
Framework versions
- Transformers 4.20.1
- Pytorch 1.12.0+cu113
- Datasets 2.3.2
- Tokenizers 0.12.1
- Task
- Question Answering
- Library
- transformers
- Type
- longformer
- Created
- Jul 20, 2022
- Updated
- Jul 20, 2022