loop-vanilla-d6 / result.json
CharlieChen's picture
Add original paper ladder checkpoint and evaluation metadata
6e9623e verified
Raw History Blame Contribute Delete
3.4 kB
{
"parameter_count": 119734272,
"parameter_summary": {
"total": 119734272,
"parts": {
"blocks": 42467328,
"lm_head": 38633472,
"other": 38633472
}
},
"n_layer": 6,
"n_head": 6,
"n_embd": 768,
"head_dim": 128,
"depth_scale_mode": "none",
"core_repetitions": 1,
"core_layer_count": null,
"resolved_core_layer_count": null,
"prelude_layer_count": null,
"resolved_prelude_layer_count": null,
"coda_layer_count": null,
"resolved_coda_layer_count": null,
"effective_depth": 6,
"expected_effective_depth": 6.0,
"recurrence_rmsnorm": "none",
"recurrence_emb_alpha": 0.0,
"decoder_inject": false,
"core_residual_branch_scale": 1.0,
"resolved_core_residual_branch_scale": null,
"core_repetition_schedule": "none",
"core_repetition_crossover_fraction": null,
"core_repetition_low": 1,
"core_repetition_breakpoints": null,
"lsched_lr_warmup_steps": 0,
"lsched_lr_change_steps": [],
"dep_grow_events": [],
"target_core_repetitions": 1,
"final_eval_active_core_repetitions": null,
"observed_train_core_repetitions_mean": null,
"observed_train_core_repetitions_min": null,
"observed_train_core_repetitions_max": null,
"observed_train_core_repetitions_histogram": null,
"recurrence_truncation_schedule": "none",
"recurrence_bp_window": 0,
"matrix_lr": 0.061689730348159694,
"embedding_lr": 0.027917585061578012,
"unembedding_lr": 0.0069793962654099255,
"lr_multiplier": 1.0,
"effective_matrix_lr": 0.061689730348159694,
"effective_embedding_lr": 0.027917585061578012,
"effective_unembedding_lr": 0.0069793962654099255,
"weight_decay": 0.0707106781187,
"matrix_weight_decay": 0.0707106781187,
"embedding_weight_decay": 0.0707106781187,
"unembedding_weight_decay": 0.0707106781187,
"embedding_wd_skip_norm": 0.0,
"adam_betas": [
0.8,
0.95
],
"adam_eps": 1e-10,
"lr_schedule": "wsd",
"warmup_steps": 40,
"warmdown_ratio": 0.6,
"output_multiplier": 0.5,
"residual_branch_multiplier": 0.25,
"wte_init_std": 0.00707106781187,
"uniform_init_scale": 0.0625,
"total_batch_size": 524288,
"device_batch_size": 32,
"num_epochs": 1,
"estimated_num_iterations": 1152,
"lr_schedule_steps": 1142,
"resolved_lr_schedule_steps": 1142,
"max_train_steps": 1142,
"resolved_max_train_steps": 1142,
"completed_epochs": 0,
"seed": 42,
"train_token_limit": 604724264,
"val_token_limit": 10000000,
"token_limit_cutoff_devices": 8,
"active_train_tokens": 604724264,
"packed_train_sequences_per_epoch": 294912,
"packed_train_tokens_per_epoch": 603979776,
"active_val_packed_sequences": 4864,
"active_val_packed_tokens": 9961472,
"val_loss": 3.560862089458265,
"final_val_loss": 3.560862089458265,
"final_train_loss": 3.58072942531516,
"best_val_loss": 3.560862089458265,
"best_val_bpb": 1.1572986939678838,
"best_val_epoch": 1.0,
"train_val_per_epoch": [
{
"epoch": 1,
"step": 1142,
"train_loss": 3.58072942531516,
"val_loss": 3.560862089458265,
"val_bpb": 1.1572986939678838
}
],
"core_block_residual_rms": null,
"last_train_mfu": 36.928658636272814,
"last_train_tok_per_sec": 5378307,
"last_train_step_time_seconds": 0.09748196601867676,
"total_training_time_seconds": 111.4535596370697,
"total_wall_time_seconds": 146.155921459198,
"sequence_len": 2048,
"window_pattern": "L"
}