docs(card): honest ROADMAP silhouette — no weights, no fake base_model
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by betterwithage - opened
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: text-ranking
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library_name: sentence-transformers
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base_model: Qwen/Qwen3-Reranker-0.6B
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base_model_relation: finetune
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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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- reranker
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- cross-encoder
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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: WEIGHTS
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originality: FINETUNE_DISCLOSED_BASE
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collection: "SZL Fall 2026 — Original Cuts"
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jobs: UNKNOWN
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ROADMAP.
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# Tinku
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| **Artifact** | cross-encoder (none uploaded yet) |
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| **Originality** | `CrossEncoder` fine-tune of a disclosed Apache reranker base |
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| **Base** | `Qwen/Qwen3-Reranker-0.6B` (Apache-2.0) |
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| **License** | `apache-2.0` |
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| **Demo** | ROADMAP. Same Space as Chakana when either exists. |
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| **Status** | CUTTING · ROADMAP |
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| **HF Jobs** | UNKNOWN (no job id) |
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| **Sibling** | [`chakana`](https://huggingface.co/SZLHOLDINGS/chakana) |
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- **What:** score (query, passage) after Chakana recall
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- **Where:** controller-gated. Not an autonomous ranker.
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##
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- **Train receipt:** absent.
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- **Jobs:** UNKNOWN until a run id exists.
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- No weights yet. 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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# Tinku
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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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Tinku is the named Series-A rerank slot. **ROADMAP**, no checkpoint.
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## What
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- A reserved name for a future reranker / cross-encoder checkpoint.
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- Product intent: rank after recall. No cross-encoder lives on this ID.
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## What-NOT
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- **Not a Qwen3-Reranker fine-tune.** Not `base_model: Qwen/Qwen3-Reranker-0.6B`.
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- Not a chatbot. Not a latency claim. Not a leaderboard paste.
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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; 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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