docs: honest ROADMAP silhouette
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README.md
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license: apache-2.0
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language:
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- en
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pipeline_tag: image-text-to-text
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library_name: transformers
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base_model: google/gemma-4-E4B-it
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base_model_relation: adapter
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tags:
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- szl-holdings
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- series-a
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- doctrine-v11
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- receipt-vlm
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- roadmap
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szl:
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doctrine: v11-LOCKED
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lean: "749/14/163"
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lambda: "Conjecture 1 — advisory, never a theorem"
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evidence_ceiling: 0.97
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artifact_class: ADAPTER
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originality: FINETUNE_DISCLOSED_BASE
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collection: "SZL Fall 2026 — Original Cuts"
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training: SKIP-NO-ADMITTED-IMAGES
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jobs: UNKNOWN
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ROADMAP.
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# Qantu
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| **Artifact** | adapter (none uploaded yet) |
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| **Originality** | SZL vision LoRA on a disclosed Apache Gemma 4 instruct VLM |
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| **Base** | `google/gemma-4-E4B-it` (Apache-2.0, ungated). Not Gemma 3. Not PaliGemma. |
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| **License** | `apache-2.0` |
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| **Demo** | ROADMAP. House lab [szl-model-inference-lab](https://huggingface.co/spaces/SZLHOLDINGS/szl-model-inference-lab) serves Khipu GGUF, not this repo. |
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| **Status** | CUTTING · SKIP until an admitted SZL image corpus exists |
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| **HF Jobs** | UNKNOWN (no job id) |
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- **What:** page/receipt image → schema-valid JSON draft with citations
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- **Where:** controller-gated. Weights propose. Controller gates.
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- Not trained. `killinchu-osint-corpus` is not an admitted image set.
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##
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- **Data:** SKIP. No admitted SZL page-image corpus.
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- **Train receipt:** absent.
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- No weights. No admitted images. Λ = Conjecture 1. Trust ceiling 0.97.
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---
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license: apache-2.0
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tags:
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- roadmap
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- not-a-checkpoint
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- szl-holdings
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- series-a
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- doctrine-v11
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# Qantu
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**ROADMAP.** This Hub ID is a named Series-A slot, not a trained model. There are **no weights**. Do not `from_pretrained` this ID. Nothing here will load.
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Qantu is the named Series-A retrieval/memory slot. **ROADMAP**, no checkpoint.
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## What
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- A reserved name for a future retrieval / memory checkpoint.
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- Product intent: remember and retrieve under a controller. No tensors on this ID.
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## What-NOT
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- **Not a Gemma adapter.** Not `google/gemma-4-E4B-it`. Not `pipeline: image-text-to-text`.
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- Not a VLM. Not a rehost of Gemma weights.
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- Not loadable. Not a chatbot.
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## Status
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| Thing | Label | Method / N / date / what-NOT |
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| Weights | **UNAVAILABLE** | Hub file list 2026-08-28 1:18 PM ET. N=0 weight files (README + `.gitattributes` only). What-NOT: this is not a checkpoint. |
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| Evals | **ROADMAP** | No eval receipt on this ID. N=0. What-NOT: no accuracy, no latency, no leaderboard paste. |
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| Inference | **UNAVAILABLE** | `from_pretrained` this ID will fail. |
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## Live weights (different IDs)
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Tensors that actually load today:
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- [`SZLHOLDINGS/SZL-Khipu-1.5B`](https://huggingface.co/SZLHOLDINGS/SZL-Khipu-1.5B) and [`SZL-Khipu-1.5B-GGUF`](https://huggingface.co/SZLHOLDINGS/SZL-Khipu-1.5B-GGUF)
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- [`SZLHOLDINGS/SZL-Forge-1.5B-ReceiptAgent`](https://huggingface.co/SZLHOLDINGS/SZL-Forge-1.5B-ReceiptAgent)
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- [`SZLHOLDINGS/chaski`](https://huggingface.co/SZLHOLDINGS/chaski) — adapter + merged 16-bit on Hub; job ERROR; evals UNAVAILABLE; not production
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## Doctrine
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**Doctrine v11.** Λ (lambda) = **Conjecture 1** — advisory, never green, never a theorem.
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Honesty labels: **MEASURED** · **REPORTED** · **DERIVED** · **MODELED** · **SNAPSHOT** · **REACHABLE** · **UNAVAILABLE** · **ROADMAP** · **CONJECTURE**.
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Every number carries method / N / date / what-NOT. No model-index. No invented evals.
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