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koquality-ko-ref-llama2-7b – AI Model by DILAB-HYU | AlphaNeural AI

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DILAB-HYU/
koquality-ko-ref-llama2-7b

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text-generation

DILAB-HYU/KoQuality

hyunseoki/ko-ref-llama2-7b

autotrain_compatible

text-generation-inference

endpoints_compatible

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This model is a instruct-tuned hyunseoki/ko-ref-llama2-7b model using koquality.

Training hyperparameters

learning_rate: 5e-5
train_batch_size: 1
seed: 42
distributed_type: multi-GPU (A30 24G) + CPU Offloading (384GB)
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: 2.0

Framework versions

Transformers 4.34.1
Pytorch 2.0.1+cu117
Datasets 2.11.0
deepspeed 0.9.5