llama3-sudo-dpo-instruct-20epochs-forget10-1sft-2lora

This model is a fine-tuned version of Jackie999/llama3-sudo-5epochs-tofu_full_sft 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: 5e-06
• train_batch_size: 2
• eval_batch_size: 8
• seed: 42
• distributed_type: multi-GPU
• num_devices: 2
• gradient_accumulation_steps: 4
• total_train_batch_size: 16
• total_eval_batch_size: 16
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 20

Training results

Framework versions

• PEFT 0.12.0
• Transformers 4.44.0
• Pytorch 2.1.2
• Datasets 3.0.0
• Tokenizers 0.19.1