In brief Multiverse Computing’s team published a method called Quantization-Aware Healing on the Hugging Face blog on August 25. They shrank OpenAI’s open GPT-OSS model from 120 billion parameters to 60 billion and compressed its memory to 4-bit—and the small version beat the full-quality model it was copied from on 7 of 9 tests. The trick: teach the shrunken model from the original smart version, not the weak halfway copy. >>>> gd2md-html alert: inline image link in generated source and store images to your server. NOTE: Images in exported zip file from Google Docs may not appear in the same…

from the only-white-people-deemed-to-do-it-the-right-way dept Many Trump supporters keep insisting that his immigration purges are justified because the people swept up in them came here “illegally,” so who cares if they get kicked out (or shipped off to some random war-torn country). When asked what people seeking asylum should do, the answer is often “do it the legal way.” That the US government has spent years making “the legal way” harder and harder — and, as we’re about to see, has now started punishing the people who actually took it — never seems to enter the conversation. But here we have…

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