nexsol_koployglot-1.3b

pratik33/nexsol_koployglot-1.3b

nexsol_koployglot-1.3b is a text generation model from pratik33. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.

should probably proofread and complete it, then remove this comment. --

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At a glance

Task: Text Generation
Library: transformers
License: apache-2.0
Model type: gpt_neox
Access: Public
Created: May 16, 2023
Updated: May 16, 2023
SHA: 200ca68e

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Model card

From the Hugging Face model README

nexsol_koployglot-1.3b

This model is a fine-tuned version of EleutherAI/polyglot-ko-1.3b on the None dataset. It achieves the following results on the evaluation set:

Loss: 3.9406

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 2e-05
train_batch_size: 1
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 4
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 3
mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss
No log	1.0	421	2.9864
2.8966	2.0	843	3.1644
1.8858	2.99	1263	3.9406

Framework versions

Transformers 4.29.1
Pytorch 2.0.0+cu118
Datasets 2.12.0
Tokenizers 0.13.3

Task: Text Generation
Library: transformers
Type: gpt_neox
License: apache-2.0
Created: May 16, 2023
Updated: May 16, 2023