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opt-2.7b-wikitext2
lnair/opt-2.7b-wikitext2
opt-2.7b-wikitext2 is a text generation model from lnair. Use it when you need the model to write or continue 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 Generation
- Library
- transformers
- Model type
- opt
- Access
- Public
- Created
- Apr 13, 2023
- Updated
- Apr 13, 2023
- SHA
- a637191e
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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. -->
opt-2.7b-wikitext2
This model is a fine-tuned version of facebook/opt-2.7b on the wikitext wikitext-2-raw-v1 dataset. It achieves the following results on the evaluation set:
- eval_loss: 2.3983
- eval_accuracy: 0.5033
- eval_runtime: 100.7746
- eval_samples_per_second: 2.411
- eval_steps_per_second: 1.211
- step: 0
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: 3e-05
- train_batch_size: 2
- eval_batch_size: 2
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2.0
Framework versions
- Transformers 4.27.4
- Pytorch 1.13.0+cu116
- Datasets 2.9.0
- Tokenizers 0.13.2
- Task
- Text Generation
- Library
- transformers
- Type
- opt
- Created
- Apr 13, 2023
- Updated
- Apr 13, 2023