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polyglot-ko-5.8b-Inst-All – AI Model by nayohan | AlphaNeural AI

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nayohan/
polyglot-ko-5.8b-Inst-All

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text-generation

DILAB-HYU/KoQuality

EleutherAI/polyglot-ko-5.8b

autotrain_compatible

text-generation-inference

endpoints_compatible

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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