| # | |
| # 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 | |
| MODEL_NAME_OR_PATH="/data/align-anything/hantao/models/0916_ti_to_ti_sft" | |
| TRAIN_DATASETS="/data/align-anything/hantao/align-anything/projects/text_image_to_text_image/outputs" | |
| OUTPUT_DIR="../outputs/dpo_ti2ti_llf_1111_6.75k_400" | |
| # For wandb online logging | |
| export WANDB_API_KEY="7e2dcc0c310ebcb7cdcafd5e9320d6be55cf1a33" | |
| export WANDB_MODE="online" | |
| # Source the setup script | |
| source ./setup.sh | |
| # Execute deepspeed command | |
| deepspeed \ | |
| --master_port ${MASTER_PORT} \ | |
| --module align_anything.trainers.text_image_to_text_image.dpo \ | |
| --model_name_or_path ${MODEL_NAME_OR_PATH} \ | |
| --train_datasets ${TRAIN_DATASETS} \ | |
| --output_dir ${OUTPUT_DIR} \ | |
| --per_device_train_batch_size 2 \ | |
| --per_device_eval_batch_size 2 \ | |
| --gradient_accumulation_steps 2 \ | |
| --train_template Chameleon_preference \ | |
| --train_split train \ | |
| --train_data_files ti2ti_llf_1111_6.75k_400.pt \ | |
| --learning_rate 5e-7 \ | |
| --epochs 3 \ | |
| --lr_scheduler_type cosine \ | |
| --save_interval 400 | |
| # # Initialize variables | |
| # MODEL_NAME_OR_PATH="/data/align-anything/hantao/models/0916_ti_to_ti_sft" | |
| # TRAIN_DATASETS="/data/align-anything/hantao/align-anything/projects/text_image_to_text_image/outputs" | |
| # OUTPUT_DIR="../outputs/dpo_ti2ti_llf_1029_washed_re_train" | |
| # # For wandb online logging | |
| # export WANDB_API_KEY="7e2dcc0c310ebcb7cdcafd5e9320d6be55cf1a33" | |
| # export WANDB_MODE="online" | |
| # # Source the setup script | |
| # source ./setup.sh | |
| # # Execute deepspeed command | |
| # deepspeed \ | |
| # --master_port ${MASTER_PORT} \ | |
| # --module align_anything.trainers.text_image_to_text_image.dpo \ | |
| # --model_name_or_path ${MODEL_NAME_OR_PATH} \ | |
| # --train_datasets ${TRAIN_DATASETS} \ | |
| # --output_dir ${OUTPUT_DIR} \ | |
| # --per_device_train_batch_size 2 \ | |
| # --per_device_eval_batch_size 2 \ | |
| # --gradient_accumulation_steps 2 \ | |
| # --train_template Chameleon_preference \ | |
| # --train_split train \ | |
| # --train_data_files ti2ti_llf_preference_filtered_tokenize.pt \ | |
| # --learning_rate 5e-7 \ | |
| # --epochs 3 \ | |
| # --lr_scheduler_type cosine \ | |
| # --save_interval 400 |