| adam_beta1: 0.9 | |
| adam_beta2: 0.999 | |
| assistant_tag: gpt | |
| bf16: true | |
| content_tag: value | |
| cutoff_len: 2048 | |
| dataset: /p/data1/mmlaion/marianna/lf_datasets/mlfoundations-dev/stackoverflow_500000_samples | |
| dataset_dir: ONLINE | |
| ddp_timeout: 180000000 | |
| deepspeed: dcft/train/zero3.json | |
| do_train: true | |
| enable_liger_kernel: false | |
| eval_strategy: 'no' | |
| finetuning_type: full | |
| formatting: sharegpt | |
| global_batch_size: 512 | |
| gradient_accumulation_steps: 4 | |
| gradient_checkpointing: true | |
| hub_model_id: mlfoundations-dev/mlfoundations-dev_stackoverflow_500000_samples | |
| learning_rate: 5.0e-06 | |
| logging_steps: 10 | |
| lr_scheduler_type: constant | |
| max_grad_norm: 1 | |
| messages: conversations | |
| model_name_or_path: meta-llama/Meta-Llama-3.1-8B | |
| neat_packing: true | |
| num_train_epochs: 3.0 | |
| output_dir: /p/data1/mmlaion/marianna/dcft_checkpoints/mlfoundations-dev_stackoverflow_500000_samples_meta-llama/Meta-Llama-3.1-8B | |
| overwrite_cache: true | |
| overwrite_output_dir: false | |
| packing: true | |
| per_device_train_batch_size: 4 | |
| plot_loss: false | |
| preprocessing_num_workers: 16 | |
| push_to_db: false | |
| push_to_hub: false | |
| role_tag: from | |
| save_strategy: epoch | |
| stage: sft | |
| template: llama3 | |
| user_tag: human | |
| weight_decay: 0.1 | |