chore: Update training script for LLaVA-NeXT video models

Author: ZhangYuanhan-AI

docs/LLaVA_Video_1003.md

@@ -84,7 +84,7 @@ print(text_outputs)
 
 ## Training
 
-[[Scripts]](/Users/zhangyuanhan/Desktop/LLaVA-NeXT/scripts/video/train): Start training models on your single-image/multi-image/video data.
+[[Scripts]](https://github.com/LLaVA-VL/LLaVA-NeXT/blob/yhzhang/video_dev/scripts/video/train/SO400M_Qwen2_72B_ov_to_video_am9_aug6.sh): Start training models on your single-image/multi-image/video data.
 
 
 ## Evaluation Guidance

scripts/video/train/SO400M_Qwen2_72B_ov_to_video_am9.sh

@@ -31,7 +31,8 @@ echo "PREV_STAGE_CHECKPOINT: ${PREV_STAGE_CHECKPOINT}"
 echo "MID_RUN_NAME: ${MID_RUN_NAME}"
 
 
-ACCELERATE_CPU_AFFINITY=1 torchrun --nproc_per_node="${ARNOLD_WORKER_GPU}" --nnodes="${ARNOLD_WORKER_NUM}" --node_rank="${ARNOLD_ID}" --master_addr="${METIS_WORKER_0_HOST}" --master_port="${port_in_cmd}" \
+# ACCELERATE_CPU_AFFINITY=1 torchrun --nproc_per_node="${ARNOLD_WORKER_GPU}" --nnodes="${ARNOLD_WORKER_NUM}" --node_rank="${ARNOLD_ID}" --master_addr="${METIS_WORKER_0_HOST}" --master_port="${port_in_cmd}" \
+deepspeed --master_port 30000 \
     llava/train/train_mem.py \
     --deepspeed scripts/zero3.json \
     --model_name_or_path $PREV_STAGE_CHECKPOINT \

scripts/video/train/SO400M_Qwen2_7B_ov_to_video_am9.sh

@@ -31,7 +31,8 @@ echo "PREV_STAGE_CHECKPOINT: ${PREV_STAGE_CHECKPOINT}"
 echo "MID_RUN_NAME: ${MID_RUN_NAME}"
 
 
-ACCELERATE_CPU_AFFINITY=1 torchrun --nproc_per_node="${ARNOLD_WORKER_GPU}" --nnodes="${ARNOLD_WORKER_NUM}" --node_rank="${ARNOLD_ID}" --master_addr="${METIS_WORKER_0_HOST}" --master_port="${port_in_cmd}" \
+# ACCELERATE_CPU_AFFINITY=1 torchrun --nproc_per_node="${ARNOLD_WORKER_GPU}" --nnodes="${ARNOLD_WORKER_NUM}" --node_rank="${ARNOLD_ID}" --master_addr="${METIS_WORKER_0_HOST}" --master_port="${port_in_cmd}" \
+deepspeed --master_port 30000 \
     llava/train/train_mem.py \
     --deepspeed scripts/zero3.json \
     --model_name_or_path $PREV_STAGE_CHECKPOINT \