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epoch
float64
0
1
step
int64
1
681
batch_size
int64
64
64
mean
float64
-0.07
18.3
std
float64
0.32
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min
float64
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-0.01
p10
float64
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5.72
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float64
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18.7
p90
float64
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36.5
max
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65.9
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sample
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End of preview. Expand in Data Studio

W-61/llama-multi-beta-testing-margin_dpo-hh-helpful-beta-0p3-20260429-085449-margin

Per-step margin summary statistics exported from a Margin-DPO training run.

Source Run

  • Model repo id: None
  • Base model: /workspace/dynamic-dpo-v4/base_models/llama-3-8b-base-sft-hh-helpful-4xh200
  • Training run name: llama-multi-beta-testing-margin_dpo-hh-helpful-beta-0p3-20260429-085449
  • W&B project: llama-multi-beta-testing
  • Trainer type: margin_dpo
  • Margin log path: /workspace/dynamic-dpo-v4/outputs/llama-multi-beta-testing-margin_dpo-hh-helpful-beta-0p3-20260429-085449/margin_logs
  • Margin log steps: 1
  • Margin save full arrays: False
  • Published split: train
  • Rows: 681

Margin Training Arguments

  • beta: 0.3
  • f_divergence_type: reverse_kl
  • f_alpha_divergence_coef: 1.0

Columns

  • epoch
  • step
  • batch_size
  • mean
  • std
  • min
  • p10
  • median
  • p90
  • max
  • pos_frac
  • sample (per-example margins for the effective batch on that logged step)
  • npy (optional path to the saved full margin array when margin_save_full=true)

Dataset Mixer

{
  "Anthropic/hh-rlhf": 1.0
}
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