chore: add lora sft and predict template yaml file

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wql 2024-09-04 16:52:15 +08:00
parent a61372ee0f
commit fa9a9007f9
2 changed files with 65 additions and 0 deletions

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### model
model_name_or_path: ../../llm/baichuan
### method
stage: sft
do_train: true
finetuning_type: lora
lora_target: all
### dataset
dataset: belle_1m
template: baichuan
cutoff_len: 1024
max_samples: 10000
overwrite_cache: true
preprocessing_num_workers: 16
### output
output_dir: ./results/lora_sft_2/Baichuan2-7B/Baichuan2_lora_sft_1_single_step500
logging_steps: 3
save_steps: 500
plot_loss: true
overwrite_output_dir: true
### train
per_device_train_batch_size: 2
gradient_accumulation_steps: 8
learning_rate: 1.0e-4
num_train_epochs: 10.0
lr_scheduler_type: cosine
warmup_ratio: 0.1
bf16: true
ddp_timeout: 180000000
max_steps: 500
include_num_input_tokens_seen: true
include_tokens_per_second: true
### eval
val_size: 0.1
per_device_eval_batch_size: 2
eval_strategy: steps
eval_steps: 500

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### model
model_name_or_path: ../../llm/baichuan
### method
do_predict: true
### dataset
eval_dataset: alpaca_gpt4_zh
template: baichuan
cutoff_len: 1024
max_samples: 50
overwrite_cache: true
preprocessing_num_workers: 16
include_tokens_per_second: true
### output
output_dir: ./results/inference/Baichuan2-7B/Baichuan2_predict_1
overwrite_output_dir: true
### eval
per_device_eval_batch_size: 2
predict_with_generate: true
ddp_timeout: 180000000