docs: publish Chaski card from szl-forge@5daef16de6e0cfb55daf0ff86ba3281bac1fc821
Browse filesExact-source Chaski card publication. Named-N remains a measured failed gate, publication_eligible and autonomy_eligible remain false, and no model or provider state is promoted. No weights, adapter, configs, evals, visibility, hardware, collection, or runtime state changed.
- README.md +27 -0
- szl-source-binding.json +3 -3
README.md
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autonomy_eligible: false
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gpu: UNAVAILABLE
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---
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<!-- szl:loader-class-boundary -->
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> **Loader-class boundary (noted 2026-09-30).** The adapter tensors are keyed for the multimodal module layout (`base_model.model.model.language_model.layers.*`, the class `Qwen3_5ForConditionalGeneration` / `AutoModelForImageTextToText`). Under transformers 5.18, `AutoModelForCausalLM` instantiates `Qwen3_5ForCausalLM` (`model.layers.*`); PEFT then applies 0 of the 192 adapter tensors and emits only a warning, so the result is the bare base model (observed and receipted on the sibling `SZLHOLDINGS/chaski-r2` adapter, which shares this exact key layout: byte-identical base outputs on the held-out prompts). Any run that reports a score for this adapter must show adapter key coverage (192/192) and the loader class it used; a record without those fields does not establish that the adapter was applied. Evidence: szl-holdings/szl-forge `tools/geh_v8/evidence_sandbox/chaski_probe/` (CPU replay receipts, #444). Metadata-only note; it authorizes no load, changes no artifact, and adds no claim.
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evaluation receipt; this card cannot confer approval.
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Doctrine v11 LOCKED. Λ = Conjecture 1. Owner: Stephen Lutar / SZL Holdings.
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autonomy_eligible: false
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gpu: UNAVAILABLE
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---
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<!-- SZL-CARD-PRESENTATION:v1 -->
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<p><a href="https://huggingface.co/spaces/SZLHOLDINGS/szl-command-lab"><img src="https://raw.githubusercontent.com/szl-holdings/.github/main/profile/assets/szl/logos/szl_mark_holographic.svg" alt="SZL Holdings" width="112" /></a></p>
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# Chaski
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A controller-bound drafting experiment that retains its failed qualification as research evidence.
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**Artifact:** Fine-tuned checkpoint; separate LoRA adapter · **Stage:** HOLD · failed qualification
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[Explore in Command Lab](https://huggingface.co/spaces/SZLHOLDINGS/szl-command-lab) · [Build](https://github.com/szl-holdings/szl-forge/tree/main/chaski) · [Evidence](https://github.com/szl-holdings/szl-forge/blob/2b4d7a0f69e68d60cb0f35f09c9bac837d66acdc/chaski/card/README.md)
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Provider compatibility support [requested on 4 October 2026](https://huggingface.co/spaces/huggingface/InferenceSupport/discussions/12783). No provider was listed in the dated Hub observation; adoption and use qualification remain unchanged.
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## Before you use it
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- The historical release gates failed: 0/5 JSON drafts and 2/6 adversarial refusals. Publication and autonomy eligibility remain false.
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- Choose the exact checkpoint or adapter form. Adapter evaluation must record the loader class and all 192/192 applied tensors.
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- Generated drafts remain untrusted and require an independent validating controller. This artifact is not a promoted flagship.
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<details>
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<summary>Technical details and evidence</summary>
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<!-- SZL-CARD-TECHNICAL:v1:START -->
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<!-- szl:loader-class-boundary -->
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> **Loader-class boundary (noted 2026-09-30).** The adapter tensors are keyed for the multimodal module layout (`base_model.model.model.language_model.layers.*`, the class `Qwen3_5ForConditionalGeneration` / `AutoModelForImageTextToText`). Under transformers 5.18, `AutoModelForCausalLM` instantiates `Qwen3_5ForCausalLM` (`model.layers.*`); PEFT then applies 0 of the 192 adapter tensors and emits only a warning, so the result is the bare base model (observed and receipted on the sibling `SZLHOLDINGS/chaski-r2` adapter, which shares this exact key layout: byte-identical base outputs on the held-out prompts). Any run that reports a score for this adapter must show adapter key coverage (192/192) and the loader class it used; a record without those fields does not establish that the adapter was applied. Evidence: szl-holdings/szl-forge `tools/geh_v8/evidence_sandbox/chaski_probe/` (CPU replay receipts, #444). Metadata-only note; it authorizes no load, changes no artifact, and adds no claim.
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evaluation receipt; this card cannot confer approval.
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Doctrine v11 LOCKED. Λ = Conjecture 1. Owner: Stephen Lutar / SZL Holdings.
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<!-- SZL-CARD-TECHNICAL:v1:END -->
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</details>
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szl-source-binding.json
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"source": {
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"repository": "szl-holdings/szl-forge",
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"repository": "szl-holdings/szl-forge",
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"revision": "5daef16de6e0cfb55daf0ff86ba3281bac1fc821"
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"target": {
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"controlled_paths": [
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