llama3-sudo-dpo-10epochs-forget10mix400-1sft-2fullpara-1e-5
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: 1e-05
- train_batch_size: 4
- eval_batch_size: 8
- seed: 42
- distributed_type: multi-GPU
- num_devices: 4
- gradient_accumulation_steps: 4
- total_train_batch_size: 64
- total_eval_batch_size: 32
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: cosine
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10
Training results
Framework versions
- Transformers 4.44.0
- Pytorch 2.1.2
- Datasets 3.0.0
- Tokenizers 0.19.1
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Model tree for QinLiuNLP/llama3-sudo-dpo-10epochs-forget10mix400-1sft-2fullpara-1e-5
Base model
meta-llama/Meta-Llama-3-8B-Instruct