adpretko / celerity-271m-8k-lr-ablation-ad0p4-lr0p3

huggingface.co
Total runs: 24
24-hour runs: 2
7-day runs: 5
30-day runs: 23
Model's Last Updated: October 02 2026

Introduction of celerity-271m-8k-lr-ablation-ad0p4-lr0p3

Model Details of celerity-271m-8k-lr-ablation-ad0p4-lr0p3

Celerity 271M 8K — LR ablation — ad0.4_lr0.3

Official Celerity 271M / 8K learning-rate-ablation checkpoint converted from Cerebras CS format to Hugging Face format.

Training provenance
  • Original experiment: ad0.4_lr0.3
  • Source checkpoint: checkpoint_13773.mdl
  • Attention dropout rate: 0.4
  • Attention-dropout schedule: constant
  • Peak learning rate: 0.3
  • Learning-rate multiplier relative to 0.15: 2
  • Weight decay: 0.0013869307160841178
  • tau_ema: 0.1745
  • Global train batch size: 48
  • Validation batch size: 32
  • Training steps: 13773
  • Maximum sequence length: 8192
  • Position embedding type: ALiBi
  • Residual dropout rate: 0.0
  • Stochastic depth: 0.0
  • LayerDrop: 0.0
  • Source runtime experiments: cbcore 2.6.0
  • Converter commit: 6f36ba6d76a97383171df68af096670b64f718b7

This LR ablation intentionally adjusts weight decay inversely with learning rate so that tau_ema remains fixed at 0.1745.

Attention dropout, learning rate, and weight decay are training-time hyperparameters. Their effects are represented in the learned checkpoint weights. Hugging Face evaluation is performed with dropout disabled by model.eval() .

The model uses custom Celerity Hugging Face modeling code and should be loaded with trust_remote_code=True .

Runs of adpretko celerity-271m-8k-lr-ablation-ad0p4-lr0p3 on huggingface.co

24
Total runs
2
24-hour runs
3
3-day runs
5
7-day runs
23
30-day runs

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