This model is a instruct-tuned poylglot-ko-1.3b model, using only 1% of [Kullm, OIG, KoAlpaca] Instruction dataset. len10_k100_mppl_n0.1.json

Training hyperparameters

  • learning_rate: 5e-5
  • train_batch_size: 1
  • seed: 42
  • distributed_type: multi-GPU (A30 24G) + No Offloading
  • num_devices: 2
  • gradient_accumulation_steps: 16
  • 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
Downloads last month
2,579
Inference Examples
This model does not have enough activity to be deployed to Inference API (serverless) yet. Increase its social visibility and check back later, or deploy to Inference Endpoints (dedicated) instead.

Model tree for nayohan/polyglot-ko-1.3b-Inst

Finetuned
(9)
this model

Dataset used to train nayohan/polyglot-ko-1.3b-Inst