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llama-3-8b-patent-small-dataset – AI Model by kimhyeongjun | AlphaNeural AI
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llama-3-8b-patent-small-dataset
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transformers
safetensors
llama
text-generation
llama-factory
full
generated_from_trainer
conversational
en
meta-llama/Meta-Llama-3-8B-Instruct
finetune
other
autotrain_compatible
text-generation-inference
endpoints_compatible
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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
