Distributing the load on this will probably be infinitely more useful than “folding at home”
Training mRNA Language Models Across 25 Species for $165
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Re: Training mRNA Language Models Across 25 Species for $165
#12Can someone explain what one might use this model for? As a developer with a casual interest in biology it would be fun to play with but honestly not sure what I would do
You can get your feet wet with genetic engineering for surprisingly little money.
This guy shows a lot of how it's done: https://www.youtube.com/@thethoughtemporium
Basically you can design/edit/inject custom genes into things and see real results spending on the scale of $100-$1000.
Re: Training mRNA Language Models Across 25 Species for $165
#13What makes these Domain specific models work when we don’t have good domain models for health care, chemistry, economics and so on
>we don’t have good domain models for health care, chemistry, economics and so on
Who says we don't?
Re: Training mRNA Language Models Across 25 Species for $165
#14Re: Training mRNA Language Models Across 25 Species for $165
#15Can someone explain what one might use this model for? As a developer with a casual interest in biology it would be fun to play with but honestly not sure what I would do
You can get your feet wet with genetic engineering for surprisingly little money. This guy shows a lot of how it's done: https://www.youtube.com/@thethoughtemporium Basically you can design/edit/inject custom genes into things and see real results spending on the scale of $100-$1000.
Is there something like this in text/readable format?
Re: Training mRNA Language Models Across 25 Species for $165
#16> In Progress: CodonJEPA JEPA is going to break the whole industry :D
Can you explain this? I haven't heard of JEPA, and from a quick search it seems to be vision/robotics based?
It’s a self supervised learning architecture, and it’s pretty much universal. The loss function runs on embeddings, and some other smart architectural choices allover. Worth diving into for a few hours, Yann LeCun gives some interesting talks about it
Re: Training mRNA Language Models Across 25 Species for $165
#17full article: https://huggingface.co/blog/OpenMed/training-mrna-models-25-...
What makes this dataset or problem worth solving compared to other health datasets? Would the results on this task be broadly useful to health?
What other "datasets" are you talking about? How do you "solve a dataset" ?