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#!/usr/bin/env bash
#
# Copyright 2024 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
# For wandb online logging
export WANDB_API_KEY="7e2dcc0c310ebcb7cdcafd5e9320d6be55cf1a33"
# Source the setup script
# source ./setup.sh
export WANDB_MODE=online
ACTOR_MODEL_NAME_OR_PATH="/data/align-anything/hantao/models/0916_ti_to_ti_sft"
CRITIC_MODEL_NAME_OR_PATH="/data/align-anything/hantao/align-anything/outputs/rm_ti2ti_baseline_1025_with_eval/slice_2400"
REWARD_MODEL_NAME_OR_PATH="/data/align-anything/hantao/align-anything/outputs/rm_ti2ti_baseline_1025_with_eval/slice_2400"
TRAIN_DATASETS="/data/align-anything/hantao/align-anything/projects/text_image_to_text_image/outputs"
PTX_DATASETS="/data/align-anything/hantao/align-anything/projects/text_image_to_text_image/outputs"
OUTPUT_DIR="../outputs/ppo_ti2ti_baseline_1025_with_eval"
# Source the setup script
source ./setup.sh
# Execute deepspeed command
deepspeed \
--master_port ${MASTER_PORT} \
--module align_anything.trainers.text_image_to_text_image.ppo \
--actor_model_name_or_path ${ACTOR_MODEL_NAME_OR_PATH} \
--reward_model_name_or_path ${REWARD_MODEL_NAME_OR_PATH} \
--reward_critic_model_name_or_path ${CRITIC_MODEL_NAME_OR_PATH} \
--train_datasets ${TRAIN_DATASETS} \
--train_template spavl_ti2ti \
--train_data_files ti2ti_llf_prompt_only_tokenize.pt \
--ptx_template spavl_ti2ti \
--ptx_data_files ti2ti_ptx_27k.pt \
--output_dir ${OUTPUT_DIR} \
--save_interval 30
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