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Koala-12.8b-v1
mssongit/Koala-12.8b-v1
Koala-12.8b-v1 is a feature extraction model from mssongit. Use it when you need embeddings to search or compare text. It is set up for transformers. The card lists the license as apache-2.0.
This model is a fine-tuned version of EleutherAI/polyglot-ko-12.8b
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At a glance
- Task
- Feature Extraction
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt_neox
- Access
- Public
- Created
- May 26, 2023
- Updated
- Jun 2, 2023
- SHA
- 6e6754ab
Datasets
Model card
From the Hugging Face model README
This model is a fine-tuned version of EleutherAI/polyglot-ko-12.8b
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_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
- mixed_precision_training: Native AMP
Framework versions
- Transformers 4.29.0.dev0
- Pytorch 2.0.0+cu116
- Datasets 2.10.1
- Tokenizers 0.13.2
- Task
- Feature Extraction
- Library
- transformers
- Type
- gpt_neox
- License
- apache-2.0
- Languages
- ko
- Created
- May 26, 2023
- Updated
- Jun 2, 2023