|
{ |
|
"model_name_or_path": "cerebras/btlm-3b-8k-base", |
|
"max_length": 8092, |
|
"trust_remote_code": true, |
|
"train_datasets": [ |
|
[ |
|
"bt", |
|
{ |
|
"proportion": 1.0 |
|
} |
|
] |
|
], |
|
"eval_datasets": null, |
|
"epochs": 16, |
|
"per_device_train_batch_size": 8, |
|
"per_device_eval_batch_size": 2, |
|
"gradient_accumulation_steps": 1, |
|
"gradient_checkpointing": true, |
|
"learning_rate": 4.7e-06, |
|
"lr_scheduler_type": "cosine", |
|
"num_warmup_steps": 20, |
|
"weight_decay": 0.0, |
|
"seed": 42, |
|
"fp16": false, |
|
"bf16": true, |
|
"tf32": true, |
|
"eval_strategy": "epoch", |
|
"eval_interval": 1000000, |
|
"need_eval": false, |
|
"eval_split_ratio": null, |
|
"output_dir": "/home/paperspace/safe-rlhf/output/sft", |
|
"log_type": "wandb", |
|
"log_dir": "/home/paperspace/safe-rlhf/output/sft", |
|
"log_project": "BT-Training", |
|
"log_run_name": "sft-2023-07-25-19-40-13", |
|
"save_16bit": false, |
|
"save_interval": 1000000, |
|
"local_rank": 0, |
|
"zero_stage": 2, |
|
"deepspeed": false, |
|
"deepspeed_config": null, |
|
"deepscale": false, |
|
"deepscale_config": null, |
|
"deepspeed_mpi": false, |
|
"global_rank": 0, |
|
"device": { |
|
"type": "torch.device", |
|
"repr": "device(type='cuda', index=0)" |
|
}, |
|
"num_update_steps_per_epoch": 55, |
|
"total_training_steps": 880 |
|
} |