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Joined 19 days ago
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Cake day: September 19th, 2026

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  • well, it may be a hammer and nail thing for me (I work with compression a lot). But different compression algorithms are good at different things. Some solutions do better with text some solutions do better with structured data and some have special features that allow for enhanced compression with better tooling. GZip vs Brotli vs Zstd is a great example. Gzip is good at compressing small, structured data quickly where brotli accells at large text data and zstd is better at structured data and can be enhanced through training on that structure.



  • Because both major GPU manufacturers are controlled by the same family. The primary model repo is controlled by that same family now. Both major pipelines are controlled by that same family. ONNX and the diffusion pipelines are maintained by Microsoft. The alternatives are controlled by hyperscalers (with the exception of civitai I guess). All frontier model pipelines are directly controlled by a single family in China. So its very much possible that you could be banned from accessing them yes. We really don’t need a pirate instance we just need AN instance at this point.