| # | |
| # 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 | |