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I hate to undermine your first point and OP... But that Minecraft typing tutor seems incredibly useful. I know a fanfic LORA is probably not publishable(?) but
by brucethemoose2 3y ago
I hate to undermine your first point and OP... But that Minecraft typing tutor seems incredibly useful.
I know a fanfic LORA is probably not publishable(?) but the rest seems like something many parents would love.
- fnordpiglet 3y agoThe beauty is the idea of fanfic derived models doesn’t require distributing the LORA directly, just the trainer and a scraper with URLs. Perhaps today it’s unreasonable to fine tune on an average persons machine but I have a feeling a) this is the way of the future, more so than closed models in closed gardens, and it’ll drive an impetus for more better cheaper consumer kit, b) efficiency of these processes are absurdly bad. They were designed by ML engineers. You get the hard core game engine nerds optimizing these things and you’ll see stuff like vLLM news constantly. I realized pretty quickly this could be used for anything - paw patrol, Star Trek, or all sorts of fan fiction bases. I think even more commercial, for better or for worse, is making a LORA based off alt.sex.stories. Anyway I have cleaning up to do but it was written in rust and used diffusers-rs and llm-rs, and can do fine with base OSS models for almost anything. My Lora models do well for making specific characters and situations more prevalent and a better tone, but the base 13B models out there do fine. Stable diffusion 1.5/2.1 also do fine, but do even better with anime or rpg Lora. I plan to release it at some point as OSS (it’s a fork of ttyper-rs)
- brucethemoose2 3y ago> . I think even more commercial, for better or for worse, is making a LORA based off alt.sex.stories. Oh, that was being done even before LLaMA. And the optimized frameworks are already there, the dots just havent been connected yet.
- fnordpiglet 3y agoYeah I know they’re there - but I think they’re just the beginning of the optimizations. Just working through the stable diffusion code it looked like there were eye watering improvements to make.
- brucethemoose2 3y agoYou should check out the AITemplate SD demo. I don't think its even SOTA, but its the fastest I've tried (and you can use a LORA by baking it into a diffusers model), though its still using the relatively inefficient diffusers implementation. There are some Vulkan implementations too, like SHARK, and MLC's Apache TVM demo.
- throwaway675309 3y agoLORA based off alt.sex.stories There's a ton of adult story generative language models in kobold AI.