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polyglot-ko-12.8b-Inst – AI Model by nayohan | AlphaNeural AI

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nayohan/
polyglot-ko-12.8b-Inst

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text-generation

DILAB-HYU/KoQuality

EleutherAI/polyglot-ko-12.8b

autotrain_compatible

text-generation-inference

endpoints_compatible

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This model is a instruct-tuned poylglot-ko-12.8b model, using 10% [Kullm, OIG, KoAlpaca] Instruction dataset. len10_k100_mrand_n0.01.json -> 29step

Training hyperparameters

learning_rate: 5e-5
seed: 42
distributed_type: multi-GPU (A100 40G) + CPU offloading (512GB)
num_devices: 1
train_batch_size: 4
gradient_accumulation_steps: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2.0

Framework versions

Transformers 4.35.0
Pytorch 2.0.1+cu117
Datasets 2.14.6
deepspeed 0.11.1
accelerate 0.24.1