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KoAlpaca-Polyglot-12.8B
beomi/KoAlpaca-Polyglot-12.8B
KoAlpaca-Polyglot-12.8B is a text generation model from beomi. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
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13.1B
91.2 GB on disk
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63
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.bin26 GB · 50%
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How the weights are stored.
F1612.9B · 99%
Base models
Datasets
Model card
From the Hugging Face model README
Update @ 2023.06.01
- Add Safetensor sharded model weight (max shard = 1GB)
KoAlpaca-Polyglot-12.8B (v1.1b)
This model is a fine-tuned version of EleutherAI/polyglot-ko-12.8b on a KoAlpaca Dataset v1.1b
Detail Codes are available at KoAlpaca Github Repository
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 1
- seed: 42
- distributed_type: multi-GPU (A100 80G)
- num_devices: 4
- gradient_accumulation_steps: 64
- 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: linear
- num_epochs: 2.0
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
- apache-2.0
- Languages
- ko
- Created
- Apr 18, 2023
- Updated
- Sep 15, 2023