IE_M2_350steps_1e8rate_01beta_cSFTDPO

This model is a fine-tuned version of tsavage68/IE_M2_1000steps_1e7rate_SFT on an unknown dataset. It achieves the following results on the evaluation set:

  • Loss: 0.6859
  • Rewards/chosen: -0.0025
  • Rewards/rejected: -0.0173
  • Rewards/accuracies: 0.3900
  • Rewards/margins: 0.0148
  • Logps/rejected: -41.1945
  • Logps/chosen: -42.2302
  • Logits/rejected: -2.9157
  • Logits/chosen: -2.8544

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-08
  • train_batch_size: 2
  • eval_batch_size: 1
  • seed: 42
  • gradient_accumulation_steps: 2
  • total_train_batch_size: 4
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: cosine
  • lr_scheduler_warmup_steps: 100
  • training_steps: 350

Training results

Training Loss Epoch Step Validation Loss Rewards/chosen Rewards/rejected Rewards/accuracies Rewards/margins Logps/rejected Logps/chosen Logits/rejected Logits/chosen
0.6934 0.4 50 0.6935 0.0012 0.0018 0.2150 -0.0007 -41.0035 -42.1940 -2.9159 -2.8546
0.6929 0.8 100 0.6915 -0.0004 -0.0037 0.2700 0.0033 -41.0589 -42.2096 -2.9161 -2.8547
0.6886 1.2 150 0.6887 -0.0011 -0.0101 0.3450 0.0091 -41.1233 -42.2161 -2.9157 -2.8544
0.6887 1.6 200 0.6863 0.0011 -0.0128 0.3800 0.0139 -41.1500 -42.1946 -2.9154 -2.8540
0.6886 2.0 250 0.6863 -0.0008 -0.0146 0.3850 0.0138 -41.1676 -42.2131 -2.9157 -2.8544
0.6893 2.4 300 0.6857 -0.0018 -0.0170 0.3900 0.0152 -41.1921 -42.2240 -2.9157 -2.8544
0.6851 2.8 350 0.6859 -0.0025 -0.0173 0.3900 0.0148 -41.1945 -42.2302 -2.9157 -2.8544

Framework versions

  • Transformers 4.44.2
  • Pytorch 2.0.0+cu117
  • Datasets 3.0.0
  • Tokenizers 0.19.1
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