ERAIS technical claim
research.material_sparse_qwen_quality.v1
Does sparse Qwen retain useful output quality?
Evidence maturity: BlockedSource-pinned record
Reviewed · neuroforge-io/erais
The wording and state below belong to this source snapshot. Related current context is separate from the recorded claim.
Approved wording · 12 July 2026
What the record says.
Material sparse Qwen quality is not yet demonstrated.
Required evidence
- Fresh activation traces, alignment adapters, calibrated K ladder, disjoint holdout, matched dense attention first, benchmark suite, multiple seeds, statistics, and closure.
Do not infer
- Do not claim K8, K16, K24, or the observed K30-K32 path preserves donor quality.
Continue in context
Related work.
Explore the current context. It does not update this recorded claim.
Inspect the model conversion evidenceRead the state together with its scope and evidence requirements. Commercial availability and technical maturity are separate decisions.
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