| run_name: olmo-400M-weight_decay | |
| seed: 6198 | |
| epoch: null | |
| dry_run: false | |
| model: | |
| d_model: 1024 | |
| n_heads: 16 | |
| n_kv_heads: null | |
| clip_qkv: null | |
| n_layers: 20 | |
| mlp_ratio: 8 | |
| mlp_hidden_size: null | |
| activation_type: swiglu | |
| block_type: sequential | |
| block_group_size: 1 | |
| alibi: false | |
| alibi_bias_max: 8.0 | |
| rope: true | |
| rope_full_precision: true | |
| rope_theta: 10000 | |
| flash_attention: true | |
| attention_dropout: 0.0 | |
| multi_query_attention: null | |
| attention_layer_norm: false | |
| residual_dropout: 0.0 | |
| embedding_dropout: 0.0 | |
| embedding_layer_norm: false | |
| layer_norm_type: rms | |
| layer_norm_with_affine: true | |
| layer_norm_eps: 1.0e-06 | |
| attention_layer_norm_with_affine: false | |
| max_sequence_length: 2048 | |
| include_bias: false | |
| bias_for_layer_norm: false | |
| scale_logits: false | |
| vocab_size: 50280 | |
| embedding_size: 50304 | |
| weight_tying: false | |
| eos_token_id: 0 | |
| pad_token_id: 1 | |
| init_device: cuda | |
| init_fn: normal | |
| init_std: 0.02 | |
| init_cutoff_factor: 3.0 | |
| precision: amp_bf16 | |
| scale_emb_init: false | |
| emb_init_std: null | |
| norm_after: false | |
| cbp_train: false | |
| cbp_replacement_rate: 0.0001 | |
| cbp_maturity_threshold: 100 | |
| cbp_init_fn: kaiming | |
| optimizer: | |
| name: adamw | |
| learning_rate: 0.0004 | |
| weight_decay: 0.01 | |
| betas: | |
| - 0.9 | |
| - 0.95 | |
| eps: 1.0e-08 | |
| no_decay_norm_and_bias: null | |
| selective_updates: false | |
| decay_norm_and_bias: true | |
| decay_embeddings: true | |
| metrics_log_interval: 10 | |
| record_update_metrics: false | |
| scheduler: | |
| name: cosine_with_warmup | |
| units: steps | |
| t_warmup: 2384 | |
| t_max: null | |
| alpha_f: 0.1 | |
| grad_clip_warmup_steps: null | |
| grad_clip_warmup_factor: null | |
| warmup_min_lr: 0.0 | |
| data: | |
| paths: | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/000_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/000_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/000_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/000_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/000_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/000_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/000_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/000_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/000_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/000_00009-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/001_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/001_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/001_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/001_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/001_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/001_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/001_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/001_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/001_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/001_00009-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/002_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/002_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/002_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/002_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/002_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/002_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/002_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/002_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/002_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/002_00009-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/003_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/003_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/003_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/003_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/003_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/003_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/003_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/003_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/003_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/003_00009-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/004_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/004_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/004_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/004_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/004_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/004_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/004_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/004_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/004_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/004_00009-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/005_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/005_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/005_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/005_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/005_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/005_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/005_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/005_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/005_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/005_00009-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/006_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/006_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/006_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/006_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/006_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/006_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/006_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/006_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/006_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/006_00009-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/007_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/007_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/007_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/007_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/007_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/007_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/007_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/007_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/007_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/007_00009-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/008_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/008_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/008_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/008_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/008_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/008_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/008_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/008_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/008_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/008_00009-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/009_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/009_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/009_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/009_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/009_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/009_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/009_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/009_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/009_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/009_00009-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/010_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/010_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/010_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/010_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/010_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/010_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/010_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/010_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/010_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/010_00009-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/011_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/011_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/011_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/011_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/011_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/011_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/011_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/011_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/011_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/011_00009-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/012_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/012_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/012_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/012_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/012_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/012_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/012_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/012_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/012_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/012_00009-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/013_00000-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/013_00001-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/013_00002-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/013_00003-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/013_00004-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/013_00005-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/013_00006-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/013_00007-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/013_00008-part-0-00000.npy | |
| - /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/dolma/013_00009-part-0-00000.npy | |
| memmap_dtype: uint16 | |
| datasets: null | |
| dataset_path: null | |
| label_mask_paths: null | |
| pad_direction: right | |
| generate_attention_mask: false | |
| generate_doc_lengths: false | |
| num_workers: 32 | |
| drop_last: true | |
| pin_memory: true | |
| prefetch_factor: 8 | |
| persistent_workers: true | |
| timeout: 0 | |
| seed: null | |
| instance_filter: | |
| repetition_max_period: 13 | |
| repetition_min_period: 1 | |
| repetition_max_count: 32 | |
| restore_dataloader: true | |
| fast_forward_batches: null | |
| evaluators: | |
| - label: piqa | |
| type: downstream | |
| data: | |
| paths: null | |
| memmap_dtype: uint16 | |
| datasets: null | |
| dataset_path: null | |
| label_mask_paths: null | |
| pad_direction: right | |
| generate_attention_mask: false | |
| generate_doc_lengths: false | |
| num_workers: 0 | |
| drop_last: false | |
| pin_memory: false | |
| prefetch_factor: null | |
| persistent_workers: false | |
| timeout: 0 | |
| seed: null | |
| instance_filter: null | |
| device_eval_batch_size: null | |
| subset_num_batches: null | |
| - label: hellaswag | |
| type: downstream | |
| data: | |
| paths: null | |
| memmap_dtype: uint16 | |
| datasets: null | |
| dataset_path: null | |
| label_mask_paths: null | |
| pad_direction: right | |
| generate_attention_mask: false | |
| generate_doc_lengths: false | |
| num_workers: 0 | |
| drop_last: false | |
| pin_memory: false | |
| prefetch_factor: null | |
| persistent_workers: false | |
| timeout: 0 | |
| seed: null | |
| instance_filter: null | |
| device_eval_batch_size: null | |
| subset_num_batches: null | |
| - label: sciq | |
| type: downstream | |
| data: | |
| paths: null | |
| memmap_dtype: uint16 | |
| datasets: null | |
| dataset_path: null | |
| label_mask_paths: null | |
| pad_direction: right | |
| generate_attention_mask: false | |
| generate_doc_lengths: false | |
| num_workers: 0 | |
| drop_last: false | |
| pin_memory: false | |
| prefetch_factor: null | |
| persistent_workers: false | |
| timeout: 0 | |
| seed: null | |
| instance_filter: null | |
| device_eval_batch_size: null | |
| subset_num_batches: null | |
| - label: arc_easy | |
| type: downstream | |
| data: | |
| paths: null | |
| memmap_dtype: uint16 | |
| datasets: null | |
| dataset_path: null | |
| label_mask_paths: null | |
| pad_direction: right | |
| generate_attention_mask: false | |
| generate_doc_lengths: false | |
| num_workers: 0 | |
| drop_last: false | |
| pin_memory: false | |
| prefetch_factor: null | |
| persistent_workers: false | |
| timeout: 0 | |
| seed: null | |
| instance_filter: null | |
| device_eval_batch_size: null | |
| subset_num_batches: null | |
| - label: mrpc | |
| type: downstream | |
| data: | |
| paths: null | |
| memmap_dtype: uint16 | |
| datasets: null | |
| dataset_path: null | |
| label_mask_paths: null | |
| pad_direction: right | |
| generate_attention_mask: false | |
| generate_doc_lengths: false | |
| num_workers: 0 | |
| drop_last: false | |
| pin_memory: false | |
| prefetch_factor: null | |
| persistent_workers: false | |
| timeout: 0 | |
| seed: null | |
| instance_filter: null | |
| device_eval_batch_size: null | |
| subset_num_batches: null | |
| - label: sst2 | |
| type: downstream | |
| data: | |
| paths: null | |
| memmap_dtype: uint16 | |
| datasets: null | |
| dataset_path: null | |
| label_mask_paths: null | |
| pad_direction: right | |
| generate_attention_mask: false | |
| generate_doc_lengths: false | |
| num_workers: 0 | |
| drop_last: false | |
| pin_memory: false | |
| prefetch_factor: null | |
| persistent_workers: false | |
| timeout: 0 | |
| seed: null | |
| instance_filter: null | |
| device_eval_batch_size: null | |
| subset_num_batches: null | |
| eval_interval: 2384 | |
| tokenizer: | |
| identifier: tokenizers/allenai_gpt-neox-olmo-dolma-v1_5.json | |
| truncate_direction: right | |
| save_folder: /apdcephfs_sh2/share_300000800/user/kaixinma/amylee/fineweb-edu/workspace/olmo-400M-weight_decay | |
| remote_save_folder: null | |
| canceled_check_interval: 50 | |
| save_interval: 2384 | |
| save_interval_unsharded: 2384 | |
| save_interval_ephemeral: null | |
| save_num_checkpoints_to_keep: 2 | |
| save_num_unsharded_checkpoints_to_keep: -1 | |
| save_overwrite: true | |
| force_save_unsharded: false | |
| no_pre_train_checkpoint: false | |
| load_path: /cq/share_1603164/user/amylee/n_OLMo/resus_OLMo/workspace/olmo-400M-weight_decay/step2384-unsharded | |
| load_path_sharded_checkpointer: null | |
| try_load_latest_save: false | |
| reset_optimizer_state: false | |
| reset_trainer_state: false | |
| sharded_checkpointer: torch_legacy | |
| new_style_checkpoints: null | |
| max_duration: 1ep | |
| global_train_batch_size: 1024 | |
| device_train_batch_size: 128 | |
| device_train_microbatch_size: 16 | |
| device_eval_batch_size: 16 | |
| eval_subset_num_batches: -1 | |
| eval_on_load: false | |
| device_train_grad_accum: 8 | |
| max_grad_norm: 1.0 | |
| max_grad_norm_ratio: null | |
| precision: amp_bf16 | |
| wandb: | |
| project: olmo-pretrain-ablation | |
| entity: alee6868 | |
| group: null | |
| name: olmo-400M-weight_decay | |
| tags: | |
| - watching | |
| log_artifacts: false | |
| rank_zero_only: true | |
| log_interval: 1 | |
| speed_monitor: | |
| window_size: 20 | |
| gpu_flops_available: null | |
| console_log_interval: 1 | |
| gen1_gc_interval: 1 | |
| compile: null | |
| distributed_strategy: ddp | |
| fsdp: | |
| use_orig_params: true | |
| sharding_strategy: FULL_SHARD | |
| wrapping_strategy: null | |
| precision: pure | |
| hybrid_sharding_num_model_replicas: null | |
| ddp: | |
| grad_sync_mode: batch | |
| find_unused_params: false | |
| softmax_auxiliary_loss: false | |
| auxiliary_loss_multiplier: 0.0001 | |
| time_limit: null | |
| extra_steps_after_cancel: 10 | |
| early_stopping_factor: null | |
| save_data_indices: true | |
| python_profiling: false | |
| torch_profiling: false | |
| stop_at: 47680 | |
| stop_after: null | |
| activation_checkpointing: null | |
| fused_loss: null | |
| inject_indices_map: null | |
| inject_interval: null | |
| resus_portion: 1.0 | |
| resus_ratio: 1.0 | |
| data_shuffling: true | |
| KE_loss: false | |
| sum_CE_KE_loss: true | |
| lambda_ke_loss: null | |
| grad_ascent: false | |
| trainable_parameter: '' | |
| hf_datasets_cache_dir: null | |
| module_outputs_save_steps: null | |