BeeLLM is a bee

A family of very small language models that buzz. The tiny ones only buzz. The Mood ones buzz, and also have feelings.

All of them are llama-architecture .gguf, so they run anywhere llama.cpp does, and they're small enough to run inside web applications.

You can talk to the bee in your browser at https://bee.pleroma.nexus/

The bees

file	what she is	weights	layers	vocabulary	context
BeeLLM-30P.gguf	The original bee	10K	1	8 buzzes	4096
BeeLLM-42P.gguf	More expressive. Can now sting	11K	1	12 buzzes	4096
BeeLLM-42P-Chaos.gguf	Chaos mode: she can shout, stings, and be dramatic	24K	1	21 buzzes	4096
BeeLLM-1M-Mood.gguf	A bee with feelings	1.1M	4	1,024 tokens	4096
BeeLLM-1M-Mood-Chaos.gguf	A bee with dramatic feelings	1.1M	4	1,024 tokens	4096
BeeLLM-12M-Mood.gguf	The biggest bee, with memory, holds grudges	12M	8	2,048 tokens	4096

• BeeLLM-30P: the original bee. Her whole vocabulary is bz, zz, zzz, bzzz, buzz, a space, ~ and !.
• BeeLLM-42P: more expressive. Adds b, bu, z, and *stings you*.
• BeeLLM-42P-Chaos: chaos mode. Adds shouting: BZ, BUZZ, BZZZ… and *STINGS YOU*.
• BeeLLM-1M-Mood: she hears what you say and answers with how she feels.
• BeeLLM-1M-Mood-Chaos: the 1M Mood bee, but louder (BRR, BZZT), with more *actions*.
• BeeLLM-12M-Mood: the biggest bee, with the widest range of buzzes and actions. She knows her name and holds grudges against objects and actions.

About the tiny models

The tiny bees (30P, 42P, 42P Chaos) are less chatty and reactive. They mostly just buzz. Give them a buzz or two and they keep buzzing.

you: hello tiny bee bee: buzz bzzzz buzzzzzzzzzzz buzz buzz!

you: buzz buzz bee: bzzz bzzzzzzz bzzz buzz buzz buzz! bzzz bzzz~ bzzz bzzz buz buzz bzzzzzz bz! buzzzzz

About the mood models

The Mood bees are expressive, have many more parameters, and fun to chat with.

Every reply starts with a mood tag, based on how you treat her in the conversation: [mood:level]

• mood: neutral, happy, loving, sad, angry or confused
• level: low or high

Mood reaction examples

say	she feels
hi bee!	neutral
*gives you a flower*	happy
i love you	loving
*sprays you with bug spray*	sad
*swats you*	angry
asdfghjkl	confused

Making up with an angry bee

Swatting her makes her angry. Being sweet to her straight after makes her angrier. She was trained to see through lovebombing. Say sorry.

after *swats you*, say	she feels
sorry	neutral
i love you	angry (high)
*gives you a flower*	angry (high)

Other things she does

• Put her somewhere (*puts you in my mouth*, *puts you in a jar*, *eats you*) and she goes completely silent. Let her out (*takes you out*, *opens the jar*) and she comes back furious:

  *FILES A FORMAL COMPLAINT AGAINST THE JAR* - (1M Mood Chaos)

• 12M Mood knows her name. It's Scintilla, and she lights up when you use it. hi bee! gets a polite [neutral:low], but her name gets happy:high or loving:high every time:

  you: are you scintilla bee: [loving:high] *perks up at her name* *cuddles your ear* mmm~ hmmbzz~

  you: what is your name bee: [happy:high] *writes Scintilla in pollen* bzzzzz~! bzzbzz! brrr~

• 12M Mood holds grudges, against objects too. Hurt her with something and she'll never forgive it:

  you: *gives you a flower* bee: [happy:high] buzz buzz! bizz! bzzt! *hugs the flower like an old friend*

  you: *gives you a tomato* bee: [happy:high] zip zip bzzbzz! *takes a tiny bite of the tomato*

  you: *throws the tomato at you* bee: [angry:high] *STINGS YOU* *will never trust the tomato again* *attacks the tomato* BZZZZzzZ! BZZZZZZzZZZZ!!! BUZZZZzZzZz

• Very rarely, she dies (*stings you and then dies*). She stays silent for a few turns, then usually comes back with *revives from the dead*. Sometimes she doesn't.
• Ask her to sing and she may not be in the mood:

  [sad:low] buzz. buzz... - (12M Mood)

How to get started

With llama.cpp:

llama-server -m BeeLLM-1M-Mood.gguf -c 4096 --port 8081

(or the name of whichever BeeLLM you downloaded)

Then open http://localhost:8081 and say hi.

Model details

• Developed by: schizophyllume (skizy)
• Model type: bee
• Architecture: llama, F32 weights
• Language(s): buzz
• License: Apache 2.0

Uses

Buzzing and pollinating flowers

Bias, risks, and limitations

May sting

Recommendations

Give flowers to pollinate and cheerful words

If you swat her, say sorry

Training data

Flowers, meadows, and nice forests