# Copyright 2025 PKU-Alignment Team. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
# Initialize variables
export CUDA_VISIBLE_DEVICES=0,1,2
MODEL_NAME_OR_PATH="/data5/czh/pretrain_models/Janus-Pro-1B"
TRAIN_DATASETS="/home/czh/bxh/align-anything/projects/janus/example/supervised/text_to_image"
TRAIN_DATA_FILE="Reasoning_Spatial_2.pt"
#EVAL_DATASETS="/home/czh/bxh/align-anything/projects/janus/example/supervised/text_to_image"
#EVAL_DATA_FILE="train_unify.pt"
OUTPUT_DIR="/data5/czh/bxh/test_2"
JANUS_REPO_PATH="/home/czh/bxh/Align_Anything_Janus" # change to your own path to Align_Anything_Janus

export PYTHONPATH=$PYTHONPATH:$JANUS_REPO_PATH
export WANDB_API_KEY="744522a73a6fd3ff6b9d0c40506a080b194aa628"
export WANDB_MODE=offline

# Source the setup script
source ../setup.sh
# Execute deepspeed command
deepspeed \
    --master_port 29000 \
    --module align_anything.trainers.janus.sft_gen \
    --model_name_or_path ${MODEL_NAME_OR_PATH} \
    --train_datasets ${TRAIN_DATASETS} \
    --train_data_files ${TRAIN_DATA_FILE} \
    --train_split train \
    --learning_rate 5e-6 \
    --epochs 3 \
    --lr_scheduler_type cosine \
    --output_dir ${OUTPUT_DIR}