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Qwen3.8-2B (Empero)

Qwen3.8-2B (Empero) — the current WumboLabs evidence state on one page: tested profiles, validated context, and the full chronological testing history. Each value is attributed to the profile and event that measured it.

/ latest evidence 2026-08-18

WumboLabs tests Qwen3.8-2B (Empero) on real consumer hardware. This is the canonical model page: current state first, then every tested profile and every evidence event. Values are attributed to the profile and event that measured them; historical findings remain the evidence of their tested stack and are never silently replaced.

Current state

  • Recommended profile: vLLM BF16 vendor-alignment battery (qwen3.8-2b-empero-vllm-bf16, current) — canonical evidence
  • Latest evidence: 2026-08-18 — LLMGauge vendor-alignment battery (2B bf16)

Tested profiles

vLLM BF16 vendor-alignment battery — CURRENT

Profile identity: qwen3.8-2b-empero-vllm-bf16.

Runtime and artifact identity are described inside the event sections below (hand-authored records; no machine-readable export).

Status: current canonical/recommended tested surface.

Canonical Evidence Profile Metadata

Events on this profile:

Testing history

Newest first. Each event is one immutable testing/publication event; the exact scientific report lives in the canonical evidence repository linked at the top of each event.

2026-08-18 — LLMGauge vendor-alignment battery (2B bf16)

Specialized Test — vendor alignment · profile: vLLM BF16 vendor-alignment battery · maturity: SPECIALIZED_TEST · status: SPECIALIZED_TEST / VENDOR_ALIGNMENT_BATTERY

Canonical Evidence / Full Report View on GitHub

Identity and scope

  • Profile: qwen3.8-2b-empero-vllm-bf16 — vLLM BF16 vendor-alignment battery
  • Evidence maturity: SPECIALIZED_TEST
  • Evidence scope: specialized, performance, context
  • Hardware: WumboJetsII (RTX 5070 12GB)

LLMGauge vendor-alignment qualification battery on empero-ai Qwen3.8-2B (BF16/GGUF): full suites at vendor 8192 plus configured-context default probing up to 262144. Primary subject is LLMGauge vendor alignment; model results retained.

This event is a bounded public-safe summary derived from retained WumboLabs evidence. It is not a WELP characterization, a universal model ranking, or a production-readiness proof. Values are attributed to the tested artifact, runtime, hardware, suite, and settings.

Canonical evidence

All canonical public evidence lives in WumboLabs/evaluations. Each event links an immutable full-commit/path citation; each profile remains a distinct scientific identity, not a separate repository.

Legacy provenance