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train: change lr

This commit is contained in:
wql 2024-08-13 07:36:30 +08:00
parent 9fce0acb9b
commit dc953dd514
1 changed files with 3 additions and 3 deletions
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examples/train_lora/llama2_lora_sft.yaml
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@ -8,7 +8,7 @@ finetuning_type: lora
lora_target: q_proj,v_proj lora_target: q_proj,v_proj
### dataset ### dataset
dataset: alpaca_en dataset: alpaca_gpt4_zh
template: llama2 template: llama2
cutoff_len: 1024 cutoff_len: 1024
max_samples: 100000 max_samples: 100000
@ -16,7 +16,7 @@ overwrite_cache: true
preprocessing_num_workers: 16 preprocessing_num_workers: 16
### output ### output
output_dir: ./saves/LLaMA2-7B/lora/train_24_8_12_23_21 output_dir: ./saves/LLaMA2-7B/lora/train_24_8_13_07_26
logging_steps: 3 logging_steps: 3
save_steps: 100 save_steps: 100
plot_loss: true plot_loss: true
@ -25,7 +25,7 @@ overwrite_output_dir: true
### train ### train
per_device_train_batch_size: 2 per_device_train_batch_size: 2
gradient_accumulation_steps: 8 gradient_accumulation_steps: 8
learning_rate: 5.0e-5 learning_rate: 1.5e-4
num_train_epochs: 10 num_train_epochs: 10
lr_scheduler_type: cosine lr_scheduler_type: cosine
warmup_ratio: 0.1 warmup_ratio: 0.1