Add conversion for interleave llava #31858
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Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
NielsRogge
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* add conversion for interleave llava * remove debug lines * remove unused imports * Update src/transformers/models/llava/convert_llava_weights_to_hf.py Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com> * small changes + docs --------- Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>
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What does this PR do?
Adds conversion script for the models proposed in this blog post.
Briefly: Llava-Next_Interleave is a series of models trained with interleaved visual inputs, including video and 3D images. Even though it's a lllava-next series, the authors have hardcoded the inference script to not use anyres technique, so I added it in LLaVa. We will not support video natively as LLaVaNeXTVideo, but user can pass each frame separately as if it's an interleaved image input
The main idea was to support the 0.5B checkpoint, because it has same performance as llava-next-7b in the blog post. Imo it can be a cool addition