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roberta-base-lora-squad
anas-awadalla/roberta-base-lora-squad
roberta-base-lora-squad is a machine learning model from anas-awadalla. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as mit.
should probably proofread and complete it, then remove this comment. --
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Public
Updated Jun 8, 2022
Repo size
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.json52.9 MB · 97%
At a glance
- License
- mit
- Access
- Public
- Created
- Jun 8, 2022
- Updated
- Jun 8, 2022
- SHA
- ed4807c3
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. -->
roberta-base-lora-squad
This model is a fine-tuned version of roberta-base on the squad 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: 0.0001
- train_batch_size: 32
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- total_train_batch_size: 128
- total_eval_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 15.0
Training results
Framework versions
- Transformers 4.19.2
- Pytorch 1.11.0+cu113
- Datasets 2.0.0
- Tokenizers 0.11.6
- License
- mit
- Created
- Jun 8, 2022
- Updated
- Jun 8, 2022