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#!/usr/bin/env bash
#
# 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.
# ==============================================================================
MODEL_NAME_OR_PATH="/aifs4su/yaodong/hantao/models/chameleon-7b-hf" # model path
TRAIN_DATASETS_ROOT="/aifs4su/yaodong/hantao/datasets/MMInstruct-GPT4V_mistral-7b_cosi_cut/merged/" # dataset path
DATASETS_NAME=("top1-100_valid")
for DATASET_NAME in ${DATASETS_NAME[@]}; do
TRAIN_DATASETS="${TRAIN_DATASETS_ROOT}/${DATASET_NAME}" # dataset name
TRAIN_DATA_FILES="pre_tokenized/train_no_pixel_values.pt" # dataset name
OUTPUT_DIR="../outputs/chameleon_sft/${DATASET_NAME}" # output dir
# For wandb online logging
export WANDB_API_KEY="7e2dcc0c310ebcb7cdcafd5e9320d6be55cf1a33"
# Source the setup script
source ./setup.sh
# Execute deepspeed command
deepspeed \
--master_port ${MASTER_PORT} \
--module align_anything.trainers.text_image_to_text_image.sft \
--model_name_or_path ${MODEL_NAME_OR_PATH} \
--train_datasets ${TRAIN_DATASETS} \
--train_data_files ${TRAIN_DATA_FILES} \
--output_dir ${OUTPUT_DIR} \
--save_total_limit 12 \
--train_batch_size 16 \
--epochs 3
done
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