shared-experts / baseline /summary.json
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baseline: run config
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{
"train_loss": [],
"val_loss": [],
"val_pp": [],
"val_acc": [],
"args": {
"seed": 0,
"data_seed": 1337,
"device": "cuda:0",
"dtype": "bfloat16",
"compile": true,
"vocab_size": 50257,
"block_size": 1024,
"n_layer": 12,
"n_embd": 768,
"n_head": 12,
"kv_lora_rank": 192,
"q_lora_rank": 256,
"rope_dim": 64,
"n_experts": 32,
"n_experts_per_token": 2,
"expert_intermediate_size": 296,
"shared_expert_intermediate_size": 296,
"mtp_num_heads": 0,
"dropout": 0.0,
"bias": true,
"gate_bias": true,
"gate_score_func": "softmax",
"aux_loss_weight": 0.0,
"mtp_loss_weight": 0.3,
"opt": "adamw",
"lr": 0.0003,
"weight_decay": 0.1,
"beta1": 0.9,
"beta2": 0.95,
"grad_clip": 1.0,
"batch_size": 32,
"acc_steps": 8,
"scheduler": "cos",
"iterations": 12800,
"warmup_steps": 1280,
"min_lr_ratio": 0.1,
"wsd_fract_decay": 0.1,
"wsd_final_lr_scale": 0.0,
"decay_type": "cosine",
"eval_interval": 200,
"eval_batches": 32,
"full_eval_at": [],
"log_interval": 50,
"diag_interval": 200,
"diag_batches": 4,
"permanent_ckpt_interval": 3200,
"latest_ckpt_interval": 500,
"resume_from": null,
"auto_resume": true,
"wandb": true
}
}