docs(card): honest ROADMAP silhouette — no weights, no fake base_model

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by betterwithage - opened
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  ---
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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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  ---
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- ROADMAP.
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  # Qantu
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- **One line.** Compact document / receipt VLM: image + text cited JSON draft.
 
 
 
 
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- | | |
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- |---|---|
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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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- > **Fashion rule.** Silhouette from Gemma 3/4 multimodal. Cut is original SZL. We do not republish Gemma weights. Distilling Gemma 3 into an "original" checkpoint is forbidden (Gemma Terms).
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- ## Intended use
 
 
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- - **Who:** operator behind a11oy
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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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- ## What it is NOT
 
 
 
 
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- - Not a Gemma rehost. Not a general chatbot. Not killinchu targeting. Not an executor.
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- - Not trained. `killinchu-osint-corpus` is not an admitted image set.
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- ## Evaluation
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- **Status: ROADMAP.** Protocol after an admitted split exists: schema-valid OCR/cite drafts on held-out SZL pages we own. No VQAv2 / MMMU paste. Quality is UNKNOWN.
 
 
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- ## Training
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- - **Recipe:** Unsloth / TRL vision LoRA on `google/gemma-4-E4B-it`. Jobs-shaped script only. Jobs themselves are UNKNOWN until a run id exists.
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- - **Data:** SKIP. No admitted SZL page-image corpus.
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- - **Train receipt:** absent.
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- ## Limitations
 
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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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  ---
 
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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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+
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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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+ |---|---|---|
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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; evals none-this-run; 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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