Jongbin-kr/llama-3.1-8b-instruct-4x2-moe-lbox-sft-5ep-all-linear

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25B-A15B

llama-3.1-8b-instruct-4x2-moe-lbox-lora-sft-5ep

This model was trained from scratch 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: 2e-05
• —trainbatchsize: 1
• —evalbatchsize: 8
• —seed: 42
• —distributed_type: multi-GPU
• —num_devices: 2
• —gradientaccumulationsteps: 16
• —totaltrainbatch_size: 32
• —totalevalbatch_size: 16
• —optimizer: Use OptimizerNames.ADAMWTORCHFUSED with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• —lrschedulertype: linear
• —lrschedulerwarmup_steps: 0.03
• —num_epochs: 5.0

Training results

Framework versions

• —PEFT 0.19.1
• —Transformers 5.9.0
• —Pytorch 2.11.0+cu128
• —Datasets 4.8.5
• —Tokenizers 0.22.2