Clover-Image-Tiny / DATA_PROVENANCE.md
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Data Provenance — Clover Image Tiny

This document records the portable data identity for the exact Stage B calibration checkpoint in this package. It deliberately contains no local machine paths, private storage locations, or source-image payloads.

Clover fine-tuning corpus

Field Value
Dataset Spawning/PD3M
Pinned revision 2a5eb24a8dccf245acd8e56341761aee06da0bdf
Accepted records 1,000 image-caption pairs
Split 973 train / 17 validation / 10 test
Shards 1 deterministic checksummed shard
Dataset gate license CDLA-Permissive-2.0
Item status CC0-1.0 or Public Domain Mark 1.0, recorded per item
Manifest SHA-256 50c1249f1cb0d8d690a9acc451ca10c9432eb5a7f4e26f34acb5462096e72322
Preprocessing version clover-pd3m-center-crop-512-jpeg95-v1

Every accepted manifest row records a stable item ID, caption, split, source organization and URL, item-level status, source MD5, transformed SHA-256, original dimensions and MIME type, crop/resize details, filtering result, and removal status. Preprocessing applies EXIF transpose, a deterministic square center crop, Lanczos resize to 512×512, and JPEG encoding with stripped metadata, quality 95, and subsampling 0.

The captions paired with these accepted items were used as the Stage B training text. They are not represented as a separate, untracked prompt corpus. Neither the source images nor the gated training shard is distributed in this model package.

Checkpoint binding

The data identity above is bound to:

  • experiment clover-kd-20260712T050925Z-01KXABNHP0;
  • optimizer step 500, microstep 4,000, sample position 4,000;
  • checkpoint SHA-256 4a5b99ff18478742528a0d31c97dcee939b166a51be858721d40ad5984110893;
  • checkpoint-bundle SHA-256 384b6515f5f26838aea33ec9a941e06610a20764f0b8637c8b7b0667bfc0d447;
  • resolved-config SHA-256 80cf9395d1f587dc0c1d440d9f5b55c55c20703187998509bb306d19d463f597.

The bundle digest includes checkpoint metadata in addition to the format-2 resume artifacts, preventing the data identity from being relabeled without changing the approved bundle identity.

Foundational upstream provenance limitation

The 1,000-pair manifest fully describes only the additional Clover calibration data. It does not replace or erase the pretraining lineage already embedded in the starting student and frozen teacher.

The pinned BK-SDM-Tiny-2M model card names LAION-Aesthetics V2 6.25+ and 2,256,472 pairs, but does not supply the per-record license and provenance evidence required by Clover's full release policy. Complete per-record provenance for all foundational data behind the upstream student and teacher is therefore not available to this project. The upstream checkpoints and their declared CreativeML OpenRAIL-M licenses are pinned and disclosed, but that is not equivalent to a complete foundational dataset audit.

This inherited scope remains disclosed so downstream users can assess the public release with its complete known lineage context.