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> Right now your only real option is OpenAI (or maybe Anthropic) > The only reason we have LLAMA is because Meta threw us a bone IMO, this is pretty inaccurat
by lhl 4y ago
> Right now your only real option is OpenAI (or maybe Anthropic)
> The only reason we have LLAMA is because Meta threw us a bone
IMO, this is pretty inaccurate, you can look at my other post in the thread to see how many other recent and ongoing projects there are. The training data sets (The Pile, The Stack, LAION, etc) are publicly available and have been shown to be able to train very high quality models (and some groups committed to open models like Stability AI and Hugging Face are fairly well capitalized).
Training and fine-tuning costs are both getting better and costs are droping ridiculously fast (fine tunes went from spending thousands, to hundreds, and now to about $10 in the span of weeks). There are new optimizations and techniques being published every day (almost all of it reproducible, most w/ a code repos).
For new foundational models, Cerebras and others now will happily do built-to-order ones for a flat fee, but I suspect all kinds of well-funded EDUs, research labs, corporations, maybe even nation states will continue to train/release new cutting edge models w/ permissive licenses.