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Add RNA Models to Pretrained Folder #161
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I'm not sure I understand this request. Are you looking for the basecalling models to be made available through remora? Or are you looking for specific modified base models? If it is the latter, please use the |
Hi Marcus, Thanks for the reply! I was hoping for the basecalling models to be made available through remora. The output of the |
Remora has a compiled format .PT for training. Given that we are trying to train a modified basecaller for Pseudouridine, we would like to use the Remora training framework as it is well documented. However, the RNA004 models have only been uploaded in a format readable by the Bonito framework. While I do understand that Bonito has a training framework, the documentation on how to use it is significantly less clear than Remora's. To That end, we were wondering if the RNA 004 model could be uploading if a format compatible with the Remora training framework. |
I'm a bit confused by the goal here. Remora is the framework to train modified base detection models. Bonito is the framework for training canonical basecallers. Remora does not have the capability to train a canonical basecaller. If you are intending to train a canonical basecalling model that can call modified bases as the correct canonical base then Bonito is the correct tool. If you then want to identify the position of the modified bases within the sequence a Remora model is required. Note that Remora does come with a modified base model for m6A in DRACH ( I hope this helps clear up the function of the training frameworks. If you have any further questions about training a modified base detection model please post them here. |
Closing as this issues seems to be unrelated to modified base calling. |
Hello,
We are trying to use Remora based off of a pretrained model, but are working with RNA. Would it be possible to add the RNA models that are currently available in Bonito to the pre-trained models folder in Remora? I'm not sure how to link the Bonito models to Remora like the documentation mentions, since the Bonito models are a folder and doesn't seem to have the PyTorch file that's present for all of the other pretrained Remora models. Also happy to find another workaround if it's not possible to add new pretrained models to Remora, just trying to avoid training a model from scratch. Thanks!
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