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AbstractPhil

AI & ML interests

datasets, research papers, experimentation, vision, classification, text encoders, tokenization, llms, diffusion, distillation, and more.

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posted an update about 1 hour ago
I built an actionable todo based on current research, former research, and compounded a full spectrum of potentials for image encoding into pure geometric structures, hybrid geometric structures, partial geometric structures, and full spectrum analysis relational structures. Claude built the manifest based on our research after forming a full research spectrum to head into actionable directions. https://huggingface.co/AbstractPhil/geolip-hypersphere-experiments I have to say before I continue, Claude managed to keep a large running manifest of our research, and with that list this was possible. Without that list, this would have been entirely devoid of purpose, and Claude would likely have not extracted the information in a utilizable state for this solution set. I'll be running the full series of tests in conjunction with the constellation architecture. Either it survives, or something entirely new will form. Based on the results from these tests, the directions will evolve. Either way, the most optimal and fastest methodologies for this system will be benchmarked and utilized as the primary use-cases. The slower and more obviously higher-resolution variations will be optimized as much as possible and solutions provided. Lets do this right. With that, the first experiment will be geolip-anchor-scattering and the structure will be based on the first in the list. I will be updating posts based on benchmarks, landmarks, and new insights while the Bert data cooks.
updated a dataset about 1 hour ago
AbstractPhil/conceptual-captions-12m-webdataset-berts
updated a model about 1 hour ago
AbstractPhil/geolip-hypersphere-experiments
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