huiwonLee/sft_v4_reverse_lora_8bit_v1

sft_v4_reverse_v1

Model description

This model is a fine-tuned version of davidkim205/nox-solar-10.7b-v4 on the generator dataset. It achieves the following results on the evaluation set:

• Loss: 1.5200

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 0.0001
• train_batch_size: 2
• eval_batch_size: 2
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss
1.6475	1.0	769	1.5200

Framework versions

• PEFT 0.5.0
• Transformers 4.39.3
• Pytorch 2.1.1+cu121
• Datasets 2.18.0
• Tokenizers 0.15.2