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{
"pipe-parallel-size": 1,
"model-parallel-size": 8,
"num-layers": 32,
"hidden-size": 4096,
"num-attention-heads": 32,
"seq-length": 2048,
"max-position-embeddings": 2048,
"norm": "layernorm",
"pos-emb": "rotary",
"no-weight-tying": true,
"scaled-upper-triang-masked-softmax-fusion": false,
"bias-gelu-fusion": false,
"optimizer": {
"type": "Adam",
"params": {
"lr": 0.00012,
"betas": [0.9, 0.999],
"eps": 1.0e-8
}
},
"train_micro_batch_size_per_gpu": 1,
"zero_optimization": {
"stage": [0, 1, 2, 3]
},
"data-impl": "mmap",
"split": "949,50,1",
"checkpoint-activations": true,
"checkpoint-num-layers": 1,
"partition-activations": true,
"synchronize-each-layer": true,
"gradient_clipping": 1.0,
"weight-decay": 0,
"hidden-dropout": 0,
"attention-dropout": 0,
"fp16": {
"fp16": true,
"enabled": true,
"loss_scale": 0,
"loss_scale_window": 1000,
"hysteresis": 2,
"min_loss_scale": 1
},
"train-iters": 100,
"lr-decay-iters": 320000,
"distributed-backend": "nccl",
"lr-decay-style": "cosine",
"warmup": 0.01,
"checkpoint-factor": 10000,
"eval-interval": 1000,
"eval-iters": 10,
"log-interval": 100,
"steps_per_print": 10,
"keep-last-n-checkpoints": 4,
"wall_clock_breakdown": true,
"launcher": "slurm",
"deepspeed_slurm": true,
"no_ssh_check": true,
"comment": "neox",
"autotuning": {
"enabled": true,
"mp_size": 8,
"arg_mappings": {
"train_micro_batch_size_per_gpu": "--train_micro_batch_size_per_gpu",
"gradient_accumulation_steps ": "--gradient_accumulation_steps"
}
}
}
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