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These sentiments are pretty close to my own. I read a paper that claimed that llms are General Pattern Machines and could be used to complete small games in gym
by raidicy 3y ago
These sentiments are pretty close to my own. I read a paper that claimed that llms are General Pattern Machines and could be used to complete small games in gym environments. It seems to me that if these things really are General Pattern Machines all we have to do is figure out a way to represent any data as a pattern and try and predict the next step in the pattern right?
The multi token[1] project which allows you to take any type of data and turn it into a token it's pretty interesting and seems like it's going in this direction.
I would really like to see a framework where you can take any modality of any type turn it into a series of tokens and just cram it into a language model and effectively turning into a multimodal model with almost no effort.
[0]https://general-pattern-machines.github.io/ https://general-pattern-machines.github.io/
[1] https://github.com/sshh12/multi_token https://github.com/sshh12/multi_token
- sshh12 3y agoYeah this is exactly what I was thinking when building multi_token! Just bottlenecked so far by my own GPU, datasets, and freetime
- raidicy 3y agoThank you thank you thank you! I think it's a wonderful repo it's a shame I haven't been able to dig deeper into it. I starred your project as soon as I saw it!
- kelseyfrog 3y agoIf they're looking for a name, The Glass Bead Game isn't a bad start.
- texas2toss 3y agoProbably my favorite “smart” book of all time