mirror of
https://github.com/hanzoai/open-instruct.git
synced 2026-11-03 02:13:07 +00:00
Costa HuangandGitHub
90516d9530
* Push preview * prepare for release * quick push * refactor * fix dataset * update 70Bconfig * push
26 lines
690 B
YAML
26 lines
690 B
YAML
model_name_or_path: allenai/Llama-3.1-Tulu-3-70B-SFT
|
|
tokenizer_name: allenai/Llama-3.1-Tulu-3-70B-SFT
|
|
model_revision: main
|
|
use_flash_attn: true
|
|
gradient_checkpointing: true
|
|
dataset_mixer:
|
|
allenai/llama-3.1-tulu-3-70b-preference-mixture: 1.0
|
|
use_slow_tokenizer: true
|
|
max_seq_length: 2048
|
|
preprocessing_num_workers: 16
|
|
per_device_train_batch_size: 1
|
|
gradient_accumulation_steps: 2 # designed for 8 GPUs, so batch size 128
|
|
learning_rate: 2.0e-7
|
|
lr_scheduler_type: linear
|
|
warmup_ratio: 0.1
|
|
weight_decay: 0.0
|
|
num_train_epochs: 1
|
|
output_dir: output/dpo_8b
|
|
with_tracking: true
|
|
report_to:
|
|
- wandb
|
|
logging_steps: 1
|
|
use_lora: false
|
|
dpo_loss_type: dpo_norm
|
|
dpo_beta: 5
|
|
checkpointing_steps: epoch |