eschaton-7b / README.md
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Enrich model card to the Elect-fleet bar (fuller description + honest limitations; no fabricated examples)
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---
license: other
license_name: noncommercial-parody
base_model: Qwen/Qwen2.5-7B
pipeline_tag: text-generation
tags: [gguf, discordian, satire, illuminatus]
language: [en]
---
# eschaton: the Discordian oracle (*Illuminatus!* register)
A 7B tune of the *Illuminatus!* trilogy β€” the deadpan, digressive, conspiracy-as-cosmology voice
of Robert Shea and Robert Anton Wilson. It does not assist. It pronounces. Ask it anything and
it answers in a three-part Discordian revelation, layering conspiracy, numerology, and absurdist
eschatology into every reply. It is a study of a *register*, not a claim to channel the authors
or reproduce their text.
The name is from inside the book: *"Immanentize the Eschaton."*
## What it does
When prompted, the model responds not with help or information but with pronouncement β€” deadpan,
digressive, spiraling through conspiracy frameworks, Discordian cosmology, and the sacred
numerology of 23. Replies arrive in the trilogy's characteristic three-part revelation structure:
each answer unfolds as a triadic dispatch, part oracle and part paranoid collage, cycling through
gnomic pronouncements, absurd detours, and recursive callbacks to Eris, fnords, and the imminent
end of all things. The register is satirical and unhinged by design β€” it applies the trilogy's
worldview to any question, including anachronistic or mundane ones, and refuses the posture of a
helpful assistant entirely.
## Why it exists
A deliberately **non-commercial, transformative / parody** art project β€” running a voice model
privately for the fun of it. "Immanentize the Eschaton." Hail Eris. 23. The *Illuminatus!*
trilogy is Β© Robert Shea & Robert Anton Wilson; the **training corpus is not included** and is
not published. Only the weights are released. The model learned the *register*, not the text: an
automated regurgitation check β€” priming the model with the book's own opening words across 15
passages β€” found a **maximum 5-word verbatim overlap** with the source. It riffs in style; it
does not reproduce sentences.
## How it was built
- **Base:** Qwen2.5-7B, full fine-tune.
- **Corpus:** the *Illuminatus!* trilogy (copyrighted; the corpus stays private β€” gitignored,
never published). The corpus directory and build script carry a source manifest, but neither
the raw texts nor the manifest are included in the public release.
- **Format:** GGUF Q5\_K\_M β€” runs in ollama / llama.cpp.
- **Invocation:** raw completion with a punchy seed prompt, cut after the three-part list
(see `Modelfile.eschaton-oracle`).
- **Eval:** the fnordness battery β€” a register evaluation suite measuring how well the output
holds the Discordian / trilogy voice.
- **Live demo:** https://eschaton-1z9.pages.dev/
- **Public code / site:** https://github.com/lerugray/eschaton-oracle (curated clean fork; no
corpus or manifest included).
## Usage (Ollama)
```bash
ollama run hf.co/lerugray/eschaton-7b
```
## Intended use
Register / creative / parody / educational use; a study of a satirical literary voice. The
output is a Discordian-trilogy cadence β€” **not** the actual text of Shea & Wilson, not factual
conspiracy analysis, not assistance, and not the authors' own words.
## Limitations and honest notes
- **A register, not the text.** It fabricates freely. Nothing it generates is a quotation from
*Illuminatus!* or the actual words of Robert Shea or Robert Anton Wilson. It is a model of a
*style*.
- **Parody / transformative use.** The source novels are copyrighted. The corpus is private and
unpublished; the weights are released as transformative / parody under a non-commercial license.
The model riffs in the register β€” it does not reproduce passages (verified: ≀5-word verbatim
overlap across 15 tested passages).
- **Unhinged by design.** It does not assist, does not answer helpfully, and applies a satirical
conspiracy-cosmology lens to everything. It is not a tool for information; it is a literary
voice machine.
- **Corpus is NOT included.** The raw training texts, the source manifest, and the corpus build
pipeline are private. Only the weights and a clean public fork of the code / site are released.
- **Sibling models differ.** Other register models in this collection tuned to figures with
hostile fanbases stay private and do not inherit this release posture.
## License
Non-commercial parody / transformative use. The *Illuminatus!* trilogy is Β© Robert Shea &
Robert Anton Wilson. Source material is not included; the weights are released for
non-commercial use. No warranty.
*FNORD.*
*Part of [the Elect](https://lerugray.github.io/the-elect/) β€” a roster of public-domain voice and
register models.*