How to finetune model?

#1
by baohuynhbk14 - opened

Could you share the tutorial how to finetune mode? Many thanks

Owner

Use llamafactory: https://github.com/hiyouga/LLaMA-Factory

### model
model_name_or_path: Qwen/Qwen2-VL-7B-Instruct

### method
stage: sft
do_train: true
finetuning_type: lora
lora_target: all

### dataset
dataset: pokemon_cap
template: qwen2_vl
cutoff_len: 1024
max_samples: 1000
overwrite_cache: true
preprocessing_num_workers: 16

### output
output_dir: saves/qwen2_vl-7b/lora/sft
logging_steps: 10
save_steps: 500
plot_loss: true
overwrite_output_dir: true

### train
per_device_train_batch_size: 1
gradient_accumulation_steps: 8
learning_rate: 1.0e-4
num_train_epochs: 3.0
lr_scheduler_type: cosine
warmup_ratio: 0.1
bf16: true
ddp_timeout: 180000000

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