Hugging Face's logo

lucy666
/
llama3.1-8B-Fine-tuned

PEFT
Safetensors
trl
sft
Generated from Trainer
Model card Files Community
llama3.1-8B-Fine-tuned / README.md
lucy666's picture
lucy666
Model save
b37e95b verified
preview code
|
raw
history blame
1.28 kB
metadata
license: llama3.1
library_name: peft
tags:
  - trl
  - sft
  - generated_from_trainer
base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
model-index:
  - name: llama3.1-8B-Fine-tuned
    results: []

llama3.1-8B-Fine-tuned

This model is a fine-tuned version of meta-llama/Meta-Llama-3.1-8B-Instruct on the None dataset.

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: 0.0002
  • train_batch_size: 4
  • eval_batch_size: 8
  • seed: 42
  • gradient_accumulation_steps: 16
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • training_steps: 300
  • mixed_precision_training: Native AMP

Training results

Framework versions

  • PEFT 0.11.1
  • Transformers 4.44.0
  • Pytorch 2.2.1+cu118
  • Datasets 2.19.1
  • Tokenizers 0.19.1