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polyglot-ko-5.8b-Inst-All
nayohan/polyglot-ko-5.8b-Inst-All
polyglot-ko-5.8b-Inst-All is a text generation model from nayohan. 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.
This model is a instruct-tuned poylglot-ko-5.8b model, using full [Kullm, OIG, KoAlpaca] Instruction dataset. koqualityraw.json - 410step
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- gpt_neox
- Access
- Public
- Created
- Oct 24, 2023
- Updated
- Oct 26, 2023
- SHA
- 08a90add
Base models
Datasets
Model card
From the Hugging Face model README
This model is a instruct-tuned poylglot-ko-5.8b model, using full [Kullm, OIG, KoAlpaca] Instruction dataset. koquality_raw.json -> 410step
Training hyperparameters
- learning_rate: 5e-5
- train_batch_size: 2
- seed: 42
- distributed_type: multi-GPU (A30 24G) + CPU Offloading
- num_devices: 2
- gradient_accumulation_steps: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1.0
Framework versions
-
Transformers 4.30.2
-
Pytorch 2.0.1+cu117
-
Datasets 2.11.0
-
deepspeed 0.9.5
- Task
- Text Generation
- Library
- transformers
- Type
- gpt_neox
- License
- apache-2.0
- Languages
- ko
- Created
- Oct 24, 2023
- Updated
- Oct 26, 2023