Create README.md
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README.md
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---
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license: apache-2.0
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datasets:
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- DILAB-HYU/KoQuality
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language:
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- ko
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pipeline_tag: text-generation
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tags:
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- polyglot-ko
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- gpt-neox
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- KoQuality
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base_model: EleutherAI/polyglot-ko-12.8b
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---
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This model is a instruct-tuned poylglot-ko-5.8b model, using full [Kullm, OIG, KoAlpaca] Instruction dataset.
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koquality_raw.json -> 96step
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## Training hyperparameters
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- learning_rate: 5e-5
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- seed: 42
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- distributed_type: multi-GPU (A100 80G)
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- num_devices: 6
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- train_batch_size: 4
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- gradient_accumulation_steps: 32
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 5.0
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## Framework versions
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- Transformers 4.35.0
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- Pytorch 2.0.1+cu118
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- Datasets 2.14.6
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- deepspeed 0.11.1
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- accelerate 0.24.1
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