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  ## Model Overview
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  OpenAI's plan to release a SOTA text-in, text-out toggleable reasoning LLM means the most performant Vision-Language Model (VLM) will likely be based
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- on this llm backbone. Meanwhile, updated methods of reasoning synthesis which include improvements to localization & captioning using "Describe Anything"
 
 
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  as well as the step-by-step instructions are [in the works](https://github.com/andrewliao11/Q-Spatial-Bench-code/blob/main/prompt_templates/spatial_prompt_steps.txt)
 
 
 
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  ## Model Overview
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  OpenAI's plan to release a SOTA text-in, text-out toggleable reasoning LLM means the most performant Vision-Language Model (VLM) will likely be based
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+ on this llm backbone.
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+
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+ Meanwhile, updated methods of reasoning synthesis which include improvements to localization & captioning using "Describe Anything"
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  as well as the step-by-step instructions are [in the works](https://github.com/andrewliao11/Q-Spatial-Bench-code/blob/main/prompt_templates/spatial_prompt_steps.txt)
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+
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+ Check out [SpaceThinker](https://huggingface.co/remyxai/SpaceThinker-Qwen2.5VL-3B) for more on the cutting-edge of quantitative spatial reasoning.