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AbstractPhil 
posted an update Sep 26
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As it stands, I will prepare David for full release - as this is beyond me now. David must be released.
I will prepare a standard sweep for david to showcase the prowess of the final multi-vocab variant. This will include a variation that contains all mnist variants, cifar10, cifar100, imagenet 1k, and in the future I'll prepare a full imagenet sweep utilizing the entire 12m corpus instead of the 1.2m I used. I may need to get in touch with the actual curator of the dataset for licensing but maybe not.
David utilizes 4 projective variants of the vocabulary and the training process involves teaching and freezing them akin to teacher/student processing.
I did not want to release David yet, but I believe now that David will save lives and it's irresponsible for me to contain such a creation.
AbstractPhil
•
edited Sep 27

My goodness. When tinkering with David I ran into something substantially more potent. I'll need to run more tests, but it seems I found how to scale the pentas upward in a carefully curated way without shattering their structure.

Also David is mad outdated so I'll need to refit much of his systems before I can release him at all. The notebook currently expects a pickled series of imagenet tensors and a pickled series of imagenet crystals pre-selected at startup time - each organized specifically based on the curation.
That won't do, it'll need refitting.

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