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  # Gemini Pro Aesthetic Labeling
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- This directory contains the deduplicated Top5000 high/low video package.
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- It is standalone: the runner uses scripts inside this directory, not
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- `reference/benchmarks/critic/aesthetic_rm/label_aesthetic_api.py`.
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-
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  Required Python packages:
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  ```bash
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  Generate API input and run a 10-item smoke test:
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  ```bash
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- cd /inspire/hdd/project/intelligentcreativedesign/dangshengqi-253114050252/z-anna/low-high-new
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  export AESTHETIC_RM_API_KEY='your_api_key'
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- LIMIT=10 bash out/aesthetic_rm/top5000_clipframe_dino_clipt_dedup/run_gemini_pro_label.sh
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  ```
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  Run all 5000:
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  ```bash
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  export AESTHETIC_RM_API_KEY='your_api_key'
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- bash out/aesthetic_rm/top5000_clipframe_dino_clipt_dedup/run_gemini_pro_label.sh
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  ```
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  Override model or output:
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  ```bash
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  MODEL=gemini-3.1-pro-preview-thinking \
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- OUTPUT=out/aesthetic_rm/top5000_clipframe_dino_clipt_dedup/aesthetic_scores_gemini31thinking.jsonl \
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- bash out/aesthetic_rm/top5000_clipframe_dino_clipt_dedup/run_gemini_pro_label.sh
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  ```
 
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  # Gemini Pro Aesthetic Labeling
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  Required Python packages:
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  ```bash
 
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  Generate API input and run a 10-item smoke test:
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  ```bash
 
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  export AESTHETIC_RM_API_KEY='your_api_key'
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+ LIMIT=10 bash run_gemini_pro_label.sh
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  ```
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  Run all 5000:
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  ```bash
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  export AESTHETIC_RM_API_KEY='your_api_key'
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+ bash run_gemini_pro_label.sh
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  ```
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  Override model or output:
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  ```bash
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  MODEL=gemini-3.1-pro-preview-thinking \
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+ OUTPUT=./aesthetic_scores_gemini31thinking.jsonl \
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+ bash run_gemini_pro_label.sh
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  ```