---
license: apache-2.0
tags:
  - roadmap
  - not-a-checkpoint
  - szl-holdings
  - series-a
  - doctrine-v11
---

# Qantu

**ROADMAP.** There are **no weights** on this ID. Jobs **UNKNOWN**. Do not `from_pretrained` this ID.

**One line.** Compact document / receipt VLM: image + text → cited JSON draft.

This is a named Series-A **silhouette**, not a trained adapter. The intended cut is [`google/gemma-4-E4B-it`](https://huggingface.co/google/gemma-4-E4B-it) (Apache-2.0, ungated). We do not republish Gemma tensors. Distilling Gemma 3 into an "original" checkpoint is forbidden (Gemma Terms). Not Gemma 3. Not PaliGemma.

| | |
|---|---|
| **Artifact** | none uploaded (README + `.gitattributes` only) |
| **Intended cut** | Gemma 4 E4B instruct VLM, Apache. Named here; **not** present as an adapter. |
| **Data** | SKIP until an admitted SZL page-image corpus exists. `killinchu-osint-corpus` is not that set. |


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

We publish the empty seat. Pretending it is a model would be the sin the doctrine forbids.

A public backlog that cannot be confused with a weight.

### Silhouette → leave → SZL

| Leader | Take, then tweak |
|---|---|
| Anthropic | No. |
| NVIDIA | No. |
| Unsloth | No. |

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

## Intended use

Hold the name. Fill later with a receipt, or delete.

## Limitations

- No weights. No train. No bench.

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

| **HF Jobs** | UNKNOWN (no job id) |
| **License** | Apache-2.0 |

## What this is NOT

- Not a loadable adapter. YAML `base_model` waits until a file exists.
- Not a Gemma rehost. Not a general chatbot. Not killinchu targeting. Not an executor.
- Not retrieval/memory (that is a different house slot).

## Evaluation

**Status: ROADMAP.** No eval receipt. N=0. What-NOT: no VQAv2 / MMMU paste, no accuracy claim.

## Doctrine

Doctrine v11 LOCKED. Λ = Conjecture 1 (advisory, never a theorem). Owner: Stephen Lutar / SZL Holdings.

Live weights today are [`SZL-Khipu-1.5B`](https://huggingface.co/SZLHOLDINGS/SZL-Khipu-1.5B) and [`SZL-Forge-1.5B-ReceiptAgent`](https://huggingface.co/SZLHOLDINGS/SZL-Forge-1.5B-ReceiptAgent), not this ID.