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BeeLLM

Model Nov 3, 2026

A community toy-model family with expressive small chat models and a custom Hive architecture that links a queen and shared-weight workers through hidden states.

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The Bee browser experience's author-supplied preview shows its yellow-and-black character in a flower garden with a small hive.
Original preview image from the BeeLLM browser experience. It shows the project's character and garden, not a visualization or independent verification of the new hidden-state links. Source: schizophyllume / The Bee
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BeeLLM timeline

BeeLLM is schizophyllume’s community toy-model family. Its original repository dates to October 9, 2026. Hive files and architecture documentation were added on November 2 at 23:59:24 UTC, followed by the standalone Scintilla 50M GGUF on November 3 at 00:16:58 UTC.

The author describes Hive as a queen plus workers that share a worker model but keep separate contexts, exchanging information through learned links between hidden states. Hive uses the custom beehive architecture and does not run in llama.cpp. The independent Scintilla file is a conventional llama-compatible model according to its card. Coordination tests, behavioral examples and browser speed figures are author reports, not independently reproduced results.