crate-d12-base / meta.json
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Upload CRATE checkpoint at step 20000
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{
"step": 20000,
"val_bpb": 1.1130690245666328,
"model_config": {
"sequence_len": 1024,
"vocab_size": 50304,
"n_layer": 12,
"n_head": 6,
"n_kv_head": 6,
"n_embd": 768,
"window_pattern": "SSSL"
},
"user_config": {
"run": "4090-crate-a",
"device_type": "",
"depth": 12,
"aspect_ratio": 64,
"head_dim": 128,
"max_seq_len": 1024,
"window_pattern": "SSSL",
"num_iterations": 50000,
"target_flops": -1.0,
"target_param_data_ratio": 8,
"device_batch_size": 16,
"total_batch_size": 65536,
"embedding_lr": 0.3,
"unembedding_lr": 0.004,
"weight_decay": 0.2,
"matrix_lr": 0.02,
"scalar_lr": 0.5,
"adam_beta1": 0.8,
"adam_beta2": 0.95,
"warmup_ratio": 0.0,
"warmdown_ratio": 0.4,
"final_lr_frac": 0.0,
"resume_from_step": -1,
"eval_every": 20000,
"eval_tokens": 10485760,
"core_metric_every": 2000,
"core_metric_max_per_task": 500,
"sample_every": 2000,
"save_every": 5000,
"model_tag": null
},
"device_batch_size": 16,
"max_seq_len": 1024,
"dataloader_state_dict": {
"pq_idx": 8,
"rg_idx": 18,
"epoch": 2
},
"loop_state": {
"min_val_bpb": 1.1130690245666328,
"smooth_train_loss": 3.7495008182618137,
"total_training_time": 12204.943566560745
}
}