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gpt2xl
smemon/gpt2xl
gpt2xl is a text classification model from smemon. Use it when you need a label for a piece of text. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- gpt2
- Access
- Public
- Created
- Mar 4, 2023
- Updated
- Mar 27, 2023
- SHA
- c008113f
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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. -->
gpt2xl
This model is a fine-tuned version of /home/sharyarmemon/GitHub/improved-guacamole/edited_models/gpt2_xl on the GLUE RTE dataset. It achieves the following results on the evaluation set:
- Loss: 0.5425
- Accuracy: 0.7148
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: 3
- distributed_type: multi-GPU
- num_devices: 2
- total_train_batch_size: 16
- total_eval_batch_size: 16
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1.0
Training results
Framework versions
- Transformers 4.27.0.dev0
- Pytorch 1.11.0
- Datasets 2.0.0
- Tokenizers 0.11.6
- Task
- Text Classification
- Library
- transformers
- Type
- gpt2
- Languages
- en
- Created
- Mar 4, 2023
- Updated
- Mar 27, 2023