Kernels
kernel
governance
provenance
suite
embedding-table
not-a-transformers-config
doi:10.5281/zenodo.19944926
Instructions to use SZLHOLDINGS/szl-kernels with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Kernels
How to use SZLHOLDINGS/szl-kernels with Kernels:
# !pip install kernels from kernels import get_kernel # a version (or an explicit revision) is required; see the "Files and versions" tab for the available ones kernel = get_kernel("SZLHOLDINGS/szl-kernels", version=1) - Notebooks
- Google Colab
- Kaggle
Commit History
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Add per-repo CycloneDX BOM (canonical registry: datasets/SZLHOLDINGS/model-bom)
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Publish fail-closed promotion readiness audit
Verified signatureRecords exact repository metadata, artifact inventory, and unresolved blockers. Lineage, consent, legal authority, deployment, and production readiness remain unverified.34e332d
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fix: remove feature-extraction tags that advertise a widget this repo cannot serve
Verified signatureThe feature-extraction, embeddings, word-embeddings and sklearn tags made the Hub advertise a hosted feature-extraction endpoint. config.json here describes a PPMI+SVD embedding table (3290x128 vectors.npz), not a transformers config, so AutoConfig/AutoModel cannot load it and that widget could never have run. Tags removed rather than leaving a promise the artifact cannot keep; the embedding table and the green 29/29 suite are unaffected.82d9e5d
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Upload get_kernel_cuda_probe.json with huggingface_hub
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MEASURED laptop-Blackwell bench + operational honesty (not LoRA; Λ=Conjecture 1)
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MEASURED laptop-Blackwell bench + operational honesty (not LoRA; Λ=Conjecture 1)
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MEASURED operational plate: formula-tax / I1-I8 / get_kernel (YAML preserved)
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MEASURED laptop-Blackwell bench + operational honesty (not LoRA; Λ=Conjecture 1)
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MEASURED laptop-Blackwell bench + operational honesty (not LoRA; Λ=Conjecture 1)
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atelier: one-of-one card — cut, silhouette, GitHub Python. YAML preserved.
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card: KANCHAY; CPU import-LIVE / GPU attention UNAVAILABLE; keep SLSA L3
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recut GPU ROADMAP to UNAVAILABLE (no cubin this session); CPU import-LIVE stays
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Bind MiniEmbed Python (GitHub PR 9): miniembed.py + __init__ export; package metadata name szl-kernels (not Chaski/Khipu; no tokens/s)
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stamp import-LIVE: Kernel Hub get_kernel 8f714f4 selfcheck 8/8 (2026-08-28 1:57pm ET)
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chore(estate): record managed generation 3c20fe2a6b0c
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Forge SZL-MiniEmbed v1: REAL trained embeddings (co-occurrence+PPMI+TruncatedSVD, no gensim) + vocab/config + receipt + eval + bundled corpus + honest card & provenance
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fix: repair dead links (taxonomy slug / holographic host / retired pages) — body verbatim otherwise
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chore(card): add og-card thumbnail (KANCHAY palette, claims-free)
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docs: honesty plate — NOT A RUNNABLE MODEL (why no pipeline/base_model tags)
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card: estate header v2 (holographic banner + evidence links)
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