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llama3_lora – AI Model by fzkun | AlphaNeural AI
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llama3_lora
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peft
safetensors
llama-factory
lora
generated_from_trainer
unsloth/llama-3-8b-Instruct-bnb-4bit
adapter
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llama3_lora
This model is a fine-tuned version of
unsloth/llama-3-8b-Instruct-bnb-4bit
on the identity, the alpaca_en_demo and the alpaca_zh_demo datasets.
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: 5e-05
train_batch_size: 2
eval_batch_size: 8
seed: 42
gradient_accumulation_steps: 4
total_train_batch_size: 8
optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3.0
mixed_precision_training: Native AMP
Training results
Framework versions
PEFT 0.12.0
Transformers 4.48.3
Pytorch 2.5.1+cu124
Datasets 3.2.0
Tokenizers 0.21.0
