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beomi_-_KoAlpaca-Polyglot-5.8B-8bits – AI Model by RichardErkhov | AlphaNeural AI
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beomi_-_KoAlpaca-Polyglot-5.8B-8bits
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transformers
safetensors
gpt_neox
text-generation
autotrain_compatible
text-generation-inference
endpoints_compatible
8-bit
bitsandbytes
us
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KoAlpaca-Polyglot-5.8B - bnb 8bits
Model creator:
https://huggingface.co/beomi/
Original model:
https://huggingface.co/beomi/KoAlpaca-Polyglot-5.8B/
Original model description:
language:
ko license: apache-2.0 tags:
generated_from_trainer
polyglot-ko
gpt-neox
KoAlpaca datasets:
KoAlpaca-v1.1b pipeline_tag: text-generation base_model: EleutherAI/polyglot-ko-5.8b model-index:
name: KoAlpaca-Polyglot-5.8B results: []
Update @ 2023.06.01
Add Safetensor sharded model weight (max shard = 1GB)
KoAlpaca-Polyglot-5.8B (v1.1b)
This model is a fine-tuned version of
EleutherAI/polyglot-ko-5.8b
on a KoAlpaca Dataset v1.1b
Detail Codes are available at
KoAlpaca Github Repository
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
learning_rate: 5e-05
train_batch_size: 2
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 2.0
mixed_precision_training: Native AMP
Framework versions
Transformers 4.29.0.dev0
Pytorch 2.0.0+cu117
Datasets 2.10.1
Tokenizers 0.13.2
