train_dataset_path: allenai/llama-3.1-tulu-3-8b-preference-mixture | |
train_split: train | |
eval_dataset_path: allenai/llama-3.1-tulu-3-8b-preference-mixture | |
eval_split: test | |
chat_template: tokenizer_default | |
model_name_or_path: phunguyen01/II-Tulu-8B-SFT | |
torch_dtype: bfloat16 | |
model_revision: main | |
trust_remote_code: false | |
attn_implementation: flash_attention_2 | |
output_dir: checkpoints/0b276918-456f-43bc-93cd-e36fec5d8709 | |
beta: 0.1 | |
seed: 42 | |
do_eval: false | |
learning_rate: 5.0e-07 | |
gradient_accumulation_steps: 8 | |
per_device_train_batch_size: 4 | |
per_device_eval_batch_size: 4 | |
num_train_epochs: 1 | |
hub_model_id: phunguyen01/II-Tulu-8B-DPO-v2 | |
max_length: 2048 | |
max_prompt_length: 1024 | |
evals_per_epoch: 1 | |
bf16: true | |
logging_steps: 10 | |
push_to_hub: true | |
optim: rmsprop | |
lr_scheduler_type: linear | |
save_strategy: epoch | |
wandb_project: llm-training-platform | |
wandb_run_name: II-Tulu-8B-DPO-v2 | |
wandb_run_id: 158a00f5-9ed9-4d55-8ff6-5a626d9d306e | |
gradient_checkpointing: true # new added | |