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kullm-polyglot-12.8b-v1
metterian/kullm-polyglot-12.8b-v1
kullm-polyglot-12.8b-v1 is a text generation model from metterian. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as mit.
This model is a fine-tuned version of EleutherAI/polyglot-ko-12.8b on a KULLM v2
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- mit
- Model type
- gpt_neox
- Access
- Public
- Created
- May 28, 2023
- Updated
- May 31, 2023
- SHA
- 51c29720
Model card
From the Hugging Face model README
KULLM-Polyglot-12.8B-v2
This model is a fine-tuned version of EleutherAI/polyglot-ko-12.8b on a KULLM v2
Detail Codes are available at KULLM Github Repository
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 64
- seed: 42
- distributed_type: multi-GPU (A100 80G)
- num_devices: 4
- gradient_accumulation_steps: 16
- total_train_batch_size: 256
- total_eval_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- num_epochs: 10.0
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu117
- Datasets 2.11.0
- Tokenizers 0.13.3
- Task
- Text Generation
- Library
- transformers
- Type
- gpt_neox
- License
- mit
- Languages
- ko
- Created
- May 28, 2023
- Updated
- May 31, 2023