# Qwen2.5-VL-7B-Instruct

# vanilla
CUDA_VISIBLE_DEVICES=1 python3 -m accelerate.commands.launch \
	--num_processes=1 \
	-m lmms_eval \
	--model qwen2_5_vl \
	--model_args pretrained=Qwen/Qwen2.5-VL-7B-Instruct,attn_implementation=eager \
	--tasks pope \
	--batch_size 1 \
	--log_samples \
	--log_samples_suffix qwen2_5_vl_7b_instruct_pope \
	--output_path ./logs/ \
	--process_with_media 


# Truthfulness score (ver.7,8,9) -> Head Gate ### TODO: Coding in modeling_qwen2_5_vl.py
# CUDA_VISIBLE_DEVICES=0 python3 -m accelerate.commands.launch \
# 	--num_processes=1 \
# 	-m lmms_eval \
# 	--model qwen2_5_vl \
# 	--model_args pretrained=Qwen/Qwen2.5-VL-7B-Instruct,attn_implementation=eager \
# 	--tasks pope_truthful_head_ver7 \
# 	--batch_size 1 \
# 	--log_samples \
# 	--log_samples_suffix qwen2_5_vl_7b_instruct_pope_truthful_head_ver7 \
# 	--output_path ./logs/ \
# 	--process_with_media 

# CUDA_VISIBLE_DEVICES=0 python3 -m accelerate.commands.launch \
# 	--num_processes=1 \
# 	-m lmms_eval \
# 	--model qwen2_5_vl \
# 	--model_args pretrained=Qwen/Qwen2.5-VL-7B-Instruct,attn_implementation=eager \
# 	--tasks pope_truthful_head_ver8 \
# 	--batch_size 1 \
# 	--log_samples \
# 	--log_samples_suffix qwen2_5_vl_7b_instruct_pope_truthful_head_ver8 \
# 	--output_path ./logs/ \
# 	--process_with_media 

# CUDA_VISIBLE_DEVICES=0 python3 -m accelerate.commands.launch \
# 	--num_processes=1 \
# 	-m lmms_eval \
# 	--model qwen2_5_vl \
# 	--model_args pretrained=Qwen/Qwen2.5-VL-7B-Instruct,attn_implementation=eager \
# 	--tasks pope_truthful_head_ver9 \
# 	--batch_size 1 \
# 	--log_samples \
# 	--log_samples_suffix qwen2_5_vl_7b_instruct_pope_truthful_head_ver9 \
# 	--output_path ./logs/ \
# 	--process_with_media 