README.md

metadata

license: gemma
library_name: peft
tags:
  - trl
  - dpo
  - generated_from_trainer
base_model: google/gemma-7b
model-index:
  - name: >-
      REPROD_dpo_harmlessharmless_human_subset-1_modelgemma7b_maxsteps10000_bz8_lr5e-06
    results: []

REPROD_dpo_harmlessharmless_human_subset-1_modelgemma7b_maxsteps10000_bz8_lr5e-06

This model is a fine-tuned version of google/gemma-7b 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: 1
• eval_batch_size: 8
• seed: 42
• gradient_accumulation_steps: 8
• total_train_batch_size: 8
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• lr_scheduler_warmup_steps: 15
• training_steps: 10000

Training results

Framework versions

• PEFT 0.10.0
• Transformers 4.38.2
• Pytorch 2.1.2
• Datasets 2.18.0
• Tokenizers 0.15.2