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@@ -12,7 +12,7 @@ RoboPoint is an open-source vision-language model instruction-tuned on a mix of
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  RoboPoint can predict spatial affordances—where actions should be taken in relation to other entities—based on instructions. For example, it can identify free space on a shelf in front of the rightmost object.
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  ## Model Details
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- This model was fine-tuned using LoRA from [lmsys/vicuna-7b-v1.5](https://huggingface.co/lmsys/vicuna-7b-v1.5) and has 7 billion parameters.
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  ## Date
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  This model was trained in June 2024.
 
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  RoboPoint can predict spatial affordances—where actions should be taken in relation to other entities—based on instructions. For example, it can identify free space on a shelf in front of the rightmost object.
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  ## Model Details
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+ This model was fine-tuned using [LoRA](https://arxiv.org/abs/2106.09685) from [lmsys/vicuna-7b-v1.5](https://huggingface.co/lmsys/vicuna-7b-v1.5) and has 7 billion parameters.
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  ## Date
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  This model was trained in June 2024.