---
thumbnail: https://huggingface.co/SZLHOLDINGS/A11OY-MINI/resolve/main/og-card.png
license: apache-2.0
language:
  - en
pipeline_tag: text-generation
library_name: llama.cpp
tags:
  - szl-holdings
  - series-a
  - doctrine-v11
  - governed-ai
  - gguf
szl:
  doctrine: v11-LOCKED
  lean: "749/14/163"
  lambda: "Conjecture 1 — advisory, never a theorem"
  artifact_class: GGUF
  originality: QUANT_OF_SZL_ORIGINAL
  parent: SZLHOLDINGS/chaski
  parent_hub_sha: 1c55df8652e9d0f7b84356b1e2d54849165ae884
  forbidden_parent: SZLHOLDINGS/chaski-5050
  base: Qwen/Qwen3.5-0.8B
  seed: 11
  evals: none-this-run
  publication_eligible: false
  autonomy_eligible: false
  lab_load: forbidden
  gpu: UNAVAILABLE
  status: BYTES_AVAILABLE
  weights: AVAILABLE
  khipu_lab_pin: false
  tok_s_claim: false
  third_llm: false
  new_train: false
---

# A11OY-MINI

<p align="center">
  <img src="og-card.png" alt="A11OY-MINI" width="100%"/>
</p>

`KANCHAY` · Doctrine v11 · Lean `749/14/163` · Λ = Conjecture 1 (advisory) · [a-11-oy.com](https://a-11-oy.com)


GGUFs are on this repo. GGUF AVAILABLE. Bytes MEASURED (size + sha256 below, ATELIER-verified). Evals none-this-run. Not MEASURED as an eval. `publication_eligible: false`. Quality ROADMAP in prose only. Lab load forbidden. GPU **UNAVAILABLE**.

SKU of live [`SZLHOLDINGS/chaski`](https://huggingface.co/SZLHOLDINGS/chaski) merged shard `1c55df8`. Not a new train. Not [`SZLHOLDINGS/chaski-5050`](https://huggingface.co/SZLHOLDINGS/chaski-5050). Not a Hub `base_model_relation: quantized` child until a Chaski eval gate passes.



<!-- SZL-ATELIER-CUT:v1:START -->
## The cut

A11oy is a Space and a substrate. The mini is the voice you can actually load. Not the organ. Not the mesh.

A governed command voice that fits in llama.cpp.

### Silhouette → leave → SZL

| Leader | Take, then tweak |
|---|---|
| Anthropic | A small Claude-shaped mouth with a much stricter constitution. |
| NVIDIA | A NIM-less local runtime. |
| Unsloth | GGUF path. |

Nobody else ships this combination. That is the point of a one-of-one.

## Intended use

Local doctrine voice. Proposal-only if wired to tools.

## Limitations

- Derived quant.
- Not a11oy-v19-substrate.

Canonical GitHub: [`szl-holdings/szl-forge`](https://github.com/szl-holdings/szl-forge/blob/main/a11oy_mini/)
<!-- SZL-ATELIER-CUT:v1:END -->

| | |
|---|---|
| **SKU** | `SZLHOLDINGS/A11OY-MINI` |
| **Parent** | live `SZLHOLDINGS/chaski` merged shard `1c55df8652e9d0f7b84356b1e2d54849165ae884` |
| **Not parent** | `SZLHOLDINGS/chaski-5050` |
| **Silhouette base** | `Qwen/Qwen3.5-0.8B` (named in prose only; no YAML `base_model`) |
| **F16** | `a11oy-mini-f16.gguf` 1557662240 sha256 `a5df00e4e3ca07f65a4b43aad4ef1505625952a3105e6dcc0dba87f2fa35fc57` **MEASURED** |
| **Q4_K_M** | `a11oy-mini-q4_k_m.gguf` 541903392 sha256 `06136ba385b2e052cf4cdb3dc8d333948e0b612bd15a541b314e170399c2faa6` **MEASURED** |
| **Convert** | llama.cpp F16 then Q4_K_M |
| **Banned** | Direct safetensors→Ollama. Lab load. |
| **Evals** | none-this-run. Not 5/5. Bytes MEASURED is not an eval. |
| **Quality** | ROADMAP (prose only; YAML tag omitted) |
| **Publication** | `publication_eligible: false` |
| **Lab** | **Forbidden.** House CPU lab stays Khipu GGUF. Do not load this SKU in inference-lab. |
| **License** | Apache-2.0 |
| **Doctrine** | v11 LOCKED. Seed 11. Λ = Conjecture 1 (advisory, never a theorem). |

## What this is NOT

- Not a published model eval and not 5/5
- Not `chaski-5050`
- Not a `base_model_relation: quantized` Hub child (Chaski eval gate has not passed)
- Not a lab pin and not loadable in the house lab
- Not a tokens/s claim
- Not a new train and not a third LLM