---
pretty_name: MoS-DFlash Aggregate Experiment Evidence
language:
- en
---

# MoS-DFlash aggregate experiment evidence

This dataset repository contains aggregate, reviewer-facing evidence for the
MoS-DFlash experiments. It does not contain prompts, per-prompt generations,
training data, credentials, internal paths, or raw training logs.

## B5 Qwen3-4B fixed-budget replication

`releases/b5-qwen3-4b-fixed-budget/` contains:

- the frozen result summary;
- the matched-training-volume aggregate trajectory;
- plot-ready aggregate trajectories;
- run metadata; and
- an artifact manifest with hashes for the larger local evidence tree.

The files named by `artifact_manifest.json` are provenance records. Files that
are not present in this repository remain unpublished; their names and hashes
are included only to make the released aggregates traceable to the frozen
local evidence snapshot.

The reported paired bootstrap intervals quantify prompt-level uncertainty for
one fixed model pair. They do not establish training-seed robustness or a
universal per-domain improvement.