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longformer_race
Shaier/longformer_race
longformer_race is a multiple choice model from Shaier. Use it for the multiple choice task on the model card, and read the license before you ship it in a product. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- multiple choice
- Library
- transformers
- Model type
- longformer
- Access
- Public
- Created
- Oct 20, 2022
- Updated
- Oct 21, 2022
- SHA
- 8f25e7f8
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_race
This model is a fine-tuned version of allenai/longformer-base-4096 on the race dataset. It achieves the following results on the evaluation set:
- eval_loss: 0.8572
- eval_accuracy: 0.6647
- eval_runtime: 327.7157
- eval_samples_per_second: 10.674
- eval_steps_per_second: 10.674
- epoch: 1.0
- step: 2497
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: 5e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- gradient_accumulation_steps: 25
- total_train_batch_size: 25
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
Framework versions
- Transformers 4.21.3
- Pytorch 1.12.1
- Datasets 2.5.1
- Tokenizers 0.11.0
- Task
- multiple choice
- Library
- transformers
- Type
- longformer
- Created
- Oct 20, 2022
- Updated
- Oct 21, 2022