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Add kimi_vl, minicpm_v_4d5, glm_4d1v, ovis2, aria, qwen3d5 test scripts and results #148

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Merged
ZTWHHH merged 6 commits into from
Jun 17, 2026
Merged

Add kimi_vl, minicpm_v_4d5, glm_4d1v, ovis2, aria, qwen3d5 test scripts and results #148

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d2d38d6
Add test scripts and results for 5 new model series
ZTWHHH Jun 10, 2026
1d0182c
Add qwen3d5 test scripts and results
ZTWHHH Jun 10, 2026
38f46b4
Switch test modalities to broadest correct per series; test every var…
ZTWHHH Jun 11, 2026
ae2d7ad
Promote modalities to broadest correct interleave per series
ZTWHHH Jun 11, 2026
db40a4a
Re-run all 28 tests with max_new_tokens=2048
ZTWHHH Jun 11, 2026
52d708d
Clean stable boundary tokens from saved responses
ZTWHHH Jun 17, 2026
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16 changes: 16 additions & 0 deletions scripts/aria/aria-multi-image-interleave.sh
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SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
MMEVAL_DIR="$SCRIPT_DIR/../../../simple-mmeval-model-dev"
RESULT_DIR="$SCRIPT_DIR/../.."
export PYTHONPATH="$MMEVAL_DIR:$PYTHONPATH"
cd "$MMEVAL_DIR"

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/aria/Aria-multi-image-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path rhymes-ai/Aria \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

15 changes: 15 additions & 0 deletions scripts/aria/aria-text.sh
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SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
MMEVAL_DIR="$SCRIPT_DIR/../../../simple-mmeval-model-dev"
RESULT_DIR="$SCRIPT_DIR/../.."
export PYTHONPATH="$MMEVAL_DIR:$PYTHONPATH"
cd "$MMEVAL_DIR"

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/aria/Aria-text \
--model_name_or_path rhymes-ai/Aria \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

26 changes: 26 additions & 0 deletions scripts/glm-4d1v/glm-4d1v-multi-image-interleave.sh
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SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
MMEVAL_DIR="$SCRIPT_DIR/../../../simple-mmeval-model-dev"
RESULT_DIR="$SCRIPT_DIR/../.."
export PYTHONPATH="$MMEVAL_DIR:$PYTHONPATH"
cd "$MMEVAL_DIR"

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/glm-4d1v/GLM-4.1V-9B-Thinking-multi-image-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path THUDM/GLM-4.1V-9B-Thinking \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/glm-4d1v/GLM-4.1V-9B-Base-multi-image-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path THUDM/GLM-4.1V-9B-Base \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

24 changes: 24 additions & 0 deletions scripts/glm-4d1v/glm-4d1v-text.sh
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SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
MMEVAL_DIR="$SCRIPT_DIR/../../../simple-mmeval-model-dev"
RESULT_DIR="$SCRIPT_DIR/../.."
export PYTHONPATH="$MMEVAL_DIR:$PYTHONPATH"
cd "$MMEVAL_DIR"

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/glm-4d1v/GLM-4.1V-9B-Thinking-text \
--model_name_or_path THUDM/GLM-4.1V-9B-Thinking \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/glm-4d1v/GLM-4.1V-9B-Base-text \
--model_name_or_path THUDM/GLM-4.1V-9B-Base \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

26 changes: 26 additions & 0 deletions scripts/kimi-vl/kimi-vl-multi-image-interleave.sh
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SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
MMEVAL_DIR="$SCRIPT_DIR/../../../simple-mmeval-model-dev"
RESULT_DIR="$SCRIPT_DIR/../.."
export PYTHONPATH="$MMEVAL_DIR:$PYTHONPATH"
cd "$MMEVAL_DIR"

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/kimi-vl/Kimi-VL-A3B-Instruct-multi-image-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path moonshotai/Kimi-VL-A3B-Instruct \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/kimi-vl/Kimi-VL-A3B-Thinking-multi-image-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path moonshotai/Kimi-VL-A3B-Thinking \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

24 changes: 24 additions & 0 deletions scripts/kimi-vl/kimi-vl-text.sh
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SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
MMEVAL_DIR="$SCRIPT_DIR/../../../simple-mmeval-model-dev"
RESULT_DIR="$SCRIPT_DIR/../.."
export PYTHONPATH="$MMEVAL_DIR:$PYTHONPATH"
cd "$MMEVAL_DIR"

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/kimi-vl/Kimi-VL-A3B-Instruct-text \
--model_name_or_path moonshotai/Kimi-VL-A3B-Instruct \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/kimi-vl/Kimi-VL-A3B-Thinking-text \
--model_name_or_path moonshotai/Kimi-VL-A3B-Thinking \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

16 changes: 16 additions & 0 deletions scripts/minicpm-v-4d5/minicpm-v-4d5-multi-image-interleave.sh
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SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
MMEVAL_DIR="$SCRIPT_DIR/../../../simple-mmeval-model-dev"
RESULT_DIR="$SCRIPT_DIR/../.."
export PYTHONPATH="$MMEVAL_DIR:$PYTHONPATH"
cd "$MMEVAL_DIR"

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/minicpm-v-4d5/MiniCPM-V-4_5-multi-image-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path openbmb/MiniCPM-V-4_5 \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

15 changes: 15 additions & 0 deletions scripts/minicpm-v-4d5/minicpm-v-4d5-text.sh
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SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
MMEVAL_DIR="$SCRIPT_DIR/../../../simple-mmeval-model-dev"
RESULT_DIR="$SCRIPT_DIR/../.."
export PYTHONPATH="$MMEVAL_DIR:$PYTHONPATH"
cd "$MMEVAL_DIR"

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/minicpm-v-4d5/MiniCPM-V-4_5-text \
--model_name_or_path openbmb/MiniCPM-V-4_5 \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

46 changes: 46 additions & 0 deletions scripts/ovis2/ovis2-multi-image-interleave.sh
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SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
MMEVAL_DIR="$SCRIPT_DIR/../../../simple-mmeval-model-dev"
RESULT_DIR="$SCRIPT_DIR/../.."
export PYTHONPATH="$MMEVAL_DIR:$PYTHONPATH"
cd "$MMEVAL_DIR"

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/ovis2/Ovis2-1B-multi-image-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path AIDC-AI/Ovis2-1B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/ovis2/Ovis2-2B-multi-image-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path AIDC-AI/Ovis2-2B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/ovis2/Ovis2-4B-multi-image-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path AIDC-AI/Ovis2-4B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/ovis2/Ovis2-8B-multi-image-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path AIDC-AI/Ovis2-8B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

42 changes: 42 additions & 0 deletions scripts/ovis2/ovis2-text.sh
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SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
MMEVAL_DIR="$SCRIPT_DIR/../../../simple-mmeval-model-dev"
RESULT_DIR="$SCRIPT_DIR/../.."
export PYTHONPATH="$MMEVAL_DIR:$PYTHONPATH"
cd "$MMEVAL_DIR"

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/ovis2/Ovis2-1B-text \
--model_name_or_path AIDC-AI/Ovis2-1B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/ovis2/Ovis2-2B-text \
--model_name_or_path AIDC-AI/Ovis2-2B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/ovis2/Ovis2-4B-text \
--model_name_or_path AIDC-AI/Ovis2-4B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/ovis2/Ovis2-8B-text \
--model_name_or_path AIDC-AI/Ovis2-8B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

46 changes: 46 additions & 0 deletions scripts/qwen3d5/qwen3d5-multi-image-video-interleave.sh
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SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
MMEVAL_DIR="$SCRIPT_DIR/../../../simple-mmeval-model-dev"
RESULT_DIR="$SCRIPT_DIR/../.."
export PYTHONPATH="$MMEVAL_DIR:$PYTHONPATH"
cd "$MMEVAL_DIR"

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_video_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/qwen3d5/Qwen3.5-0.8B-multi-image-video-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path Qwen/Qwen3.5-0.8B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_video_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/qwen3d5/Qwen3.5-2B-multi-image-video-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path Qwen/Qwen3.5-2B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_video_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/qwen3d5/Qwen3.5-4B-multi-image-video-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path Qwen/Qwen3.5-4B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/multi_image_video_interleave.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/qwen3d5/Qwen3.5-9B-multi-image-video-interleave \
--img_dir $MMEVAL_DIR/tests/media/448 \
--model_name_or_path Qwen/Qwen3.5-9B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

42 changes: 42 additions & 0 deletions scripts/qwen3d5/qwen3d5-text.sh
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SCRIPT_DIR="$(cd "$(dirname "$0")" && pwd)"
MMEVAL_DIR="$SCRIPT_DIR/../../../simple-mmeval-model-dev"
RESULT_DIR="$SCRIPT_DIR/../.."
export PYTHONPATH="$MMEVAL_DIR:$PYTHONPATH"
cd "$MMEVAL_DIR"

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/qwen3d5/Qwen3.5-0.8B-text \
--model_name_or_path Qwen/Qwen3.5-0.8B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/qwen3d5/Qwen3.5-2B-text \
--model_name_or_path Qwen/Qwen3.5-2B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/qwen3d5/Qwen3.5-4B-text \
--model_name_or_path Qwen/Qwen3.5-4B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

python $MMEVAL_DIR/mmeval/run.py \
--infile $MMEVAL_DIR/tests/samples/no_media.json \
--dataset local@json \
--out_dir $RESULT_DIR/work_dirs/qwen3d5/Qwen3.5-9B-text \
--model_name_or_path Qwen/Qwen3.5-9B \
--gpu_per_parallel 1 \
--parallel_per_task 1 \
--max_new_tokens 2048

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