28 lines
871 B
Bash
28 lines
871 B
Bash
# pip install flash-attn --no-build-isolation
|
|
|
|
|
|
nproc_per_node=1
|
|
CUDA_VISIBLE_DEVICES=0 \
|
|
NPROC_PER_NODE=$nproc_per_node \
|
|
swift sft \
|
|
--model $(pwd)/../../data/models/Qwen3-Embedding-0.6B/model \
|
|
--task_type embedding \
|
|
--model_type qwen3_emb \
|
|
--train_type full \
|
|
--dataset my_local_dataset \
|
|
--custom_register_path /home/hediehloo/codes/embedding/embedding_model/data/dataset/my_dataset_register.py \
|
|
--split_dataset_ratio 0.005 \
|
|
--eval_strategy steps \
|
|
--output_dir output \
|
|
--eval_steps 1000 \
|
|
--num_train_epochs 1 \
|
|
--save_steps 1000 \
|
|
--save_total_limit 10 \
|
|
--per_device_train_batch_size 16 \
|
|
--per_device_eval_batch_size 16 \
|
|
--gradient_accumulation_steps 4 \
|
|
--learning_rate 2.4e-5 \
|
|
--loss_type infonce \
|
|
--label_names labels \
|
|
--dataloader_drop_last true \
|
|
--deepspeed zero3 |