metadata

license: other
base_model: meta-llama/Meta-Llama-3-8B-Instruct
tags:
  - llama-factory
  - full
  - generated_from_trainer
model-index:
  - name: llama-3-8b-chat-patent-small
    results: []
language:
  - en

llama-3-8b-chat-patent-small

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on the english translation of a small dataset of 16,000 Korean patents.

Model description

This model is provided for testing purposes only.

Training hyperparameters

The following hyperparameters were used during training:

learning_rate: 5e-05
train_batch_size: 2
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 8
total_train_batch_size: 16
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
num_epochs: 3.0
mixed_precision_training: Native AMP

Framework versions

Transformers 4.39.3
Pytorch 2.1.1+cu121
Datasets 2.18.0
Tokenizers 0.15.2