A tool that removes censorship from open-weight LLMs

· · 来源:tutorial资讯

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Kanon 2 Enricher can handle documents far longer than 100k tokens. Although its native context window is 16k tokens, we’ve also built our own algorithm for chunking long documents and then stitching the results back together intelligently to form a single enriched document, with only a minimal diminution in accuracy.

Enhancemen

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But in the end, “the world should be” never equals “the world is.” While LLMs bring innovation and productivity gains, their misuse and abuse are relentlessly disrupting every industry. And since LLMs are especially good at exploiting human perception post-alignment, who knows—maybe the model isn’t understanding the world at all, but just memorizing answers to “Which is bigger, 3.9 or 3.11?” or “Should I drive or walk 50m to the car wash?” Everyone’s stuck in endless debates about what LLMs are, how they’ll impact industries, and where humanity is headed—without any conclusion.

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