| run_path: /mnt/ssd-2/lucia/paper_runs/experiments/plan_muon_eps1e17_4k_bs256 | |
| steps: | |
| - magic: | |
| run_path: /mnt/ssd-2/lucia/paper_runs/experiments/plan_muon_eps1e17_4k_bs256 | |
| overwrite: false | |
| resume: true | |
| model: gpt2 | |
| model_kwargs: resid_pdrop=0.0,attn_pdrop=0.0,embd_pdrop=0.0 | |
| precision: fp32 | |
| use_tf32_matmuls: false | |
| seed: 42 | |
| cleanup_ckpts: false | |
| distributed: | |
| nnode: 1 | |
| nproc_per_node: 2 | |
| data: | |
| dataset: /mnt/ssd-1/lucia/bergson-damping/runs/ekfac_vs_n/datasets/train_4k.hf | |
| split: train | |
| chunk_length: 0 | |
| query: | |
| dataset: /mnt/ssd-1/lucia/bergson-damping/runs/ekfac_vs_n/datasets/query_20.hf | |
| split: train | |
| chunk_length: 0 | |
| batch_size: 256 | |
| grad_accum_steps: 8 | |
| num_epochs: 2 | |
| lr_schedule: | |
| lr: 0.0004 | |
| lr_scheduler_type: polynomial | |
| lr_start: 1.0e-06 | |
| lr_end: 4.0e-05 | |
| warmup_steps: 0.25 | |
| optimizer: muon | |
| adam_beta1: 0.95 | |
| adam_beta2: 0.975 | |
| adam_eps: 1.0e-08 | |
| eps_root: 1.0e-17 | |
| weight_decay: 0.01 | |
| loss_reduction: mean | |
| train_mode: false | |
| num_subsets: 100 | |
| subset_fraction: 0.01 | |
| query_method: none | |
| save_models: true | |
| save_optimizer_state: none | |
| save_mode: log | |
| skip_validation: false | |