metadata

license: other
library_name: peft
tags:
  - llama-factory
  - lora
  - unsloth
  - generated_from_trainer
base_model: unsloth/llama-3-8b-Instruct-bnb-4bit
model-index:
  - name: llama3_lora
    results: []

llama3_lora

This model is a fine-tuned version of unsloth/llama-3-8b-Instruct-bnb-4bit on the identity and the alpaca_gpt4_en 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: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 3.0
mixed_precision_training: Native AMP

Training results

Framework versions

PEFT 0.10.0
Transformers 4.40.1
Pytorch 2.2.1+cu121
Datasets 2.19.0
Tokenizers 0.19.1