# Pre-trained Checkpoints
Pre-trained checkpoints of **base**, **medium**, and **small**-scale models can be accessed via [Dropbox](https://www.dropbox.com/sh/cu2r5zkj2r0e6zu/AADZ-KHn-emsICawm9CM4MqVa?dl=0)

# Instruction-tuned Checkpoints
We provided the checkpoints of **base**, **medium**, and **small**-scale models that were instruction-tuned using the combination of a (downloadable) subset of [llava_med_instruct_10k.json](https://hanoverprod.z21.web.core.windows.net/med_llava/instruct/llava_med_instruct_10k.json) with training sets from SLAKE and PathVQA. These checkpoints can be accessed via [Dropbox](https://www.dropbox.com/scl/fo/sca3am95nmm8qv4te6jfp/AAfHDTvpckk_z80IFTLK7AE?rlkey=ysdtq8b8ojt1bz71qpkb9bc67&st=mrr35x8m&dl=0)

# Fine-tuned Checkpoints

Fine-tuned checkpoints of **base**-scale model can be downloaded in the following links. Details regrading inference hyperparameters are described in the paper.

## Multi-modal Downstreams
-   _SLAKE_:  https://www.dropbox.com/s/xk6asgvdezaqtuy/slake.pt?dl=0
-   _PathVQA_:  https://www.dropbox.com/s/0jh3k11s4zj0hr3/pathvqa.pt?dl=0
-   _VQA-RAD_:  https://www.dropbox.com/scl/fi/4ywpsoehfotqg5rvxo9n1/vqa_rad_fixed.pt?rlkey=0lmwuafggz2ianz57d80lhk67&dl=0
-   _IU X-ray_:  https://www.dropbox.com/s/0llg5e77l6nlb2b/iu_xray.pt?dl=0
-   _Peir Gross_:  https://www.dropbox.com/s/fwl0r4qpe8rajas/peir_gross.pt?dl=0
-   _ROCO_:  https://www.dropbox.com/s/cgvw6q8ozk9uzim/roco.pt?dl=0
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# VQ-GAN Checkpoints
-  _vqgan_gumbel_f8_8192_:  https://heibox.uni-heidelberg.de/d/2e5662443a6b4307b470/?p=%2Fconfigs&mode=list
