LESA / FLUX feature-caching research artifacts

Public, reproducible artifacts for the A100 zero-warmup FLUX.1-dev campaign and the data-matched LearniBridge-100 reproduction. This repository contains trained checkpoints, the 100-by-50 teacher feature cache, exact prompt/seed and schedule manifests, logs, DB50/DB200 images and metrics, HPSv2.1 results, qualitative sheets, and invalidated runs retained under explicitly named provenance folders.

The original FLUX.1-dev weights are not redistributed. Obtain them from black-forest-labs/FLUX.1-dev under their license. Exact revision and SHA256 are recorded in ARTIFACT_MANIFEST.json.

Primary results:

campaigns/a100_zero_warmup/results/metrics/summary.json
campaigns/learnibridge_100_matched/results/summary.json
campaigns/learnibridge_100_matched/results/summary.csv

Teacher cache:

campaigns/a100_zero_warmup/results/teacher_cache/z_pre.uint16
campaigns/a100_zero_warmup/results/teacher_cache/velocity.uint16
campaigns/a100_zero_warmup/results/teacher_cache/manifest.json

All valid comparison rows use zero-warmup inference: full backbone at 0,N,2N,..., with cache reuse beginning at solver step 1.

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