| bf16: true | |
| cutoff_len: 4096 | |
| dataset: tulu3_mixture_math_reasoning | |
| ddp_timeout: 180000000 | |
| deepspeed: examples/deepspeed/ds_z3_config.json | |
| do_train: true | |
| eval_strategy: 'no' | |
| finetuning_type: full | |
| gradient_accumulation_steps: 32 | |
| learning_rate: 5.0e-06 | |
| logging_steps: 10 | |
| lr_scheduler_type: cosine | |
| model_name_or_path: meta-llama/Llama-3.1-8B | |
| num_train_epochs: 1.0 | |
| output_dir: /scratch/pxm5426/runs/lora-exploration/llama-factory/Llama-3.1-8B_tulu3_mixture_math_reasoning_full_ebs128_lr5e-06 | |
| overwrite_cache: true | |
| overwrite_output_dir: true | |
| per_device_train_batch_size: 2 | |
| plot_loss: true | |
| preprocessing_num_workers: 12 | |
| report_to: wandb | |
| save_steps: 600 | |
| save_strategy: steps | |
| stage: sft | |
| template: tulu_v3 | |
| trust_remote_code: true | |
| warmup_ratio: 0.03 | |