File size: 1,834 Bytes
d90b3a8 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 |
{
"pipe_parallel_size": 1,
"model_parallel_size": 1,
"num_layers": 12,
"hidden_size": 768,
"num_attention_heads": 12,
"seq_length": 2048,
"max_position_embeddings": 2048,
"pos_emb": "rotary",
"rotary_pct": 0.25,
"no_weight_tying": true,
"gpt_j_residual": true,
"output_layer_parallelism": "column",
"attention_config": [[["flash"], 12]],
"scaled_upper_triang_masked_softmax_fusion": true,
"bias_gelu_fusion": true,
"init_method": "small_init",
"output_layer_init_method": "wang_init",
"optimizer": {
"type": "Adam",
"params": {
"lr": 0.0006,
"betas": [0.9, 0.95],
"eps": 1.0e-8
}
},
"min_lr": 0.00006,
"zero_optimization": {
"stage": 1,
"allgather_partitions": true,
"allgather_bucket_size": 500000000,
"overlap_comm": true,
"reduce_scatter": true,
"reduce_bucket_size": 500000000,
"contiguous_gradients": true,
"cpu_offload": false
},
"train_micro_batch_size_per_gpu": 32,
"data_impl": "mmap",
"num_workers": 1,
"checkpoint_activations": true,
"checkpoint_num_layers": 1,
"partition_activations": true,
"synchronize_each_layer": true,
"gradient_clipping": 1.0,
"weight_decay": 0.1,
"hidden_dropout": 0,
"attention_dropout": 0,
"fp16": {
"fp16": true,
"enabled": true,
"loss_scale": 0,
"loss_scale_window": 1000,
"initial_scale_power": 12,
"hysteresis": 2,
"min_loss_scale": 1
},
"train_iters": 143000,
"lr_decay_iters": 143000,
"distributed_backend": "nccl",
"lr_decay_style": "cosine",
"warmup": 0.01,
"checkpoint_factor": 1000,
"extra_save_iters": [0,1,2,4,8,16,32,64,128,256,512],
"eval_interval": 143000,
"eval_iters": 10,
"log_interval": 10,
"steps_per_print": 10,
"wall_clock_breakdown": true,
"tokenizer_type": "HFTokenizer"
}
|