Davd-b01/qwen-3.8-next-40b-exp-profiling-metrics

⚠️ EXPERIMENTAL WEIGHTS — NOT A FINAL RELEASE ⚠️

THESE ARE EXPERIMENTAL RESEARCH WEIGHTS. THIS IS NOT A FINISHED OR PRODUCTION MODEL.

Every qwen-3.8-next-40b-exp-* repository is an intermediate checkpoint of an ongoing weight-surgery research line — not a release, not a final version, not a validated product.

• Not validated for end-user deployment, standalone inference, or any downstream product.
• No safety, alignment, or quality guarantees. Behaviour can change or regress between checkpoints.
• Non-standard architecture (qwen4_exp): requires an inference stack that explicitly supports it.
• Published only for reproducibility of MoE pruning, router-healing, PLE-calibration and distillation experiments.

If you are looking for a model to actually use, use the upstream Qwen release instead.

Qwen-3.8-Next-40B-Exp — Profiling Metrics

Storage for intermediate profiling metrics of the qwen-3.8-next-40b-exp-* experiment line: Roy & Vetterli effective-rank calculations, Frobenius-norm comparisons across MoE layers and per-router coverage reports.

This repository is not a model. It contains no weights and nothing runnable — only JSON measurements produced during MoE calibration and router healing.

Contents

File	Notes
reporte_cobertura_routers.json	Per-router coverage report across the 48 MoE gates

Experiment line

Repository	Role
qwen-3.8-next-40b-exp-clean-bf16	Clean baseline
qwen-3.8-next-40b-exp-clean-healed-bf16	Router-healed, text-only
qwen-3.8-next-40b-exp-moe-pruned-bf16	512→128 expert pruning
qwen-3.8-next-40b-exp-moe-healed-bf16	Pruned + router-healed + PLE 2.0M
qwen-3.8-next-40b-exp-ple-2m-table	Routing tables and calibration artifacts
qwen-3.8-next-40b-exp-cartridge-general	Delta cartridge testbed
qwen-3.8-next-40b-exp-profiling-metrics	Profiling metrics

License

Apache 2.0, inherited from the upstream Qwen base model.