nayohan
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llama-2-ko-7b-Inst

Text Generation

text-generation-inference

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This model is a instruct-tuned llama-2-ko-7b model, using only 10% of [Kullm, OIG, KoAlpaca] Instruction dataset. len10_k100_mppl_n0.1.json -> 121step

Training hyperparameters

learning_rate: 5e-5
train_batch_size: 1
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: 2.0

Framework versions

Transformers 4.30.2
Pytorch 2.0.1+cu117
Datasets 2.11.0
deepspeed 0.9.5

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Text Generation

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Dataset used to train nayohan/llama-2-ko-7b-Inst