ibenshaul/skeleton_lora-16_ep-1_lr-1.0e-04_bs-2_warm-20_Meta-Llama-3-8B-Instruct

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skeletonlora-16ep-1lr-1.0e-04bs-2warm-20Meta-Llama-3-8B-Instruct

This model is a fine-tuned version of meta-llama/Meta-Llama-3-8B-Instruct on an unknown 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: 0.0001
• —trainbatchsize: 2
• —evalbatchsize: 8
• —seed: 42
• —distributed_type: multi-GPU
• —num_devices: 4
• —totaltrainbatch_size: 8
• —totalevalbatch_size: 32
• —optimizer: Adam with betas=(0.9,0.95) and epsilon=1e-08
• —lrschedulertype: linear
• —lrschedulerwarmup_steps: 20
• —num_epochs: 1.0

Training results

Framework versions

• —PEFT 0.11.1
• —Transformers 4.41.2
• —Pytorch 2.3.1+cu121
• —Datasets 2.20.0
• —Tokenizers 0.19.1