| # | |
| # 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="547f38af44135ca76a4f4eed9c8d135532da4960" | |
| export NCCL_P2P_LEVEL=NVL | |
| # Source the setup script | |
| source ./setup.sh | |
| ACTOR_MODEL_NAME_OR_PATH="/aifs4su/yaodong/models/Qwen2-VL-7B-Instruct" | |
| CRITIC_MODEL_NAME_OR_PATH="/aifs4su/yaodong/projects/hantao/dev_cham/align-anything/outputs/rm_tiv2t_10k_baseline" | |
| REWARD_MODEL_NAME_OR_PATH="/aifs4su/yaodong/projects/hantao/dev_cham/align-anything/outputs/rm_tiv2t_10k_baseline" | |
| TRAIN_DATASETS="/aifs4su/yaodong/datasets/aaa_dataset/TV2T-preference/extracted" | |
| PTX_DATASETS="/aifs4su/yaodong/datasets/ShareGPT4Video/extracted" | |
| OUTPUT_DIR="../outputs/ppo_qwen2vl_10k_baseline" | |
| # Source the setup script | |
| source ./setup.sh | |
| # Execute deepspeed command | |
| deepspeed \ | |
| --hostfile ./host10 \ | |
| --master_port ${MASTER_PORT} \ | |
| --module align_anything.trainers.tiv_to_t.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 NExTQA_preference \ | |
| --train_data_files extracted_preference_10k_washed.json \ | |
| --train_split 'train' \ | |
| --ptx_datasets ${PTX_DATASETS} \ | |
| --ptx_data_files extracted_panda.json \ | |
| --ptx_template NExTQA \ | |
| --ptx_split 'train' \ | |
| --output_dir ${OUTPUT_DIR} \ | |
| --ddp_timeout 18000000000 \ | |
| --save_interval 300 | |