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EditLens RoBERTa-large reproduction

Reproduction of the RoBERTa-large EditLens training config from https://github.com/pangramlabs/EditLens (commit 05a588f).

Training

  • Data: pangram/editlens_iclr, score_col=cosine_score, 4 buckets, thresholds [0.03, 0.15]
  • lr=3e-5, batch=24, 1 epoch, constant schedule, bf16, full fine-tune
  • Single A6000, 22 min wall-clock
  • Deviations from repo defaults: num_proc 32→8; TrainingArguments compat-patched to drop warmup_ratio (unsupported on transformers 5.17.0; value was 0.0, the framework default, so no behavioral change)
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