Chakana

ROADMAP. There are no weights on this ID. Jobs UNKNOWN. Do not from_pretrained this ID.

One line. Bridge embeddings for szl-lake / doctrine / killinchu text retrieval.

This is a named Series-A silhouette, not a trained encoder. The intended cut is Qwen/Qwen3-Embedding-0.6B (Apache-2.0). Alternate MIT: BAAI/bge-m3. Never KaLM. Never EmbeddingGemma. We do not republish Qwen3-Embedding tensors as ours. We do not paste their MTEB numbers.

Artifact	none uploaded (README + .gitattributes only)
Intended cut	Qwen3-Embedding-0.6B, Apache. Named here; not present as a fine-tune.
Data	only rights-admitted SZL pairs if QILLQA/FORGE confirm admission. Else SKIP.
HF Jobs	UNKNOWN (no job id)
Sibling	tinku (reranker, same freeze split when either exists)
License	Apache-2.0

What this is NOT

• Not a loadable fine-tune. YAML base_model waits until a file exists.
• Not MiniEmbed renamed (szl-kernels is a different, smaller artefact).
• Not a Qwen3-Embedding rehost. Not a leaderboard clone.

Evaluation

Status: ROADMAP / UNKNOWN. Protocol when a job runs: MTEB subset we actually execute, plus frozen in-house nDCG@10. If we have not run MTEB, this card stays UNKNOWN. No 64.34 / 70.58 / 72.32 paste. N=0 today.

Doctrine

Doctrine v11 LOCKED. Λ = Conjecture 1 (advisory, never a theorem). Owner: Stephen Lutar / SZL Holdings.