metadata
license: cc0-1.0
tags:
- research-notes
- self-supervised
- wip
- reading-list
Toward Self Supervised (planning notes)
Overview
Reading notes and an experiment sketch for Self Supervised. The repository emphasizes what still needs to be tested instead of manufacturing scores or release claims.
Comments and corrections can be left in the discussion tab.
What is covered
- research question scope and likely confounders
- one proposed comparison against matched baselines
- evaluation context such as task-appropriate public benchmarks named in the main note
- reproducibility checks and open questions
Scope and limitations
Exploratory by design: no benchmark claims, no completed ablations, no released code, no trained checkpoint. The references are a starting point for verification, not evidence that the study has run.
Changelog
- 2026-10-19 — initial upload
- 2026-10-20 — config and docs sync
Environment
| Item | Value |
|---|---|
| Python | >= 3.9 |
| torch | 2.x |
| safetensors | any recent |
| transformers | optional, for loaders |
Related work
References use a author-year citation style and will be consolidated once the reading list settles.
Files
review.md— primary artifactREADME.md— this documentationconfig.json— architecture configurationtraining_args.json— default experiment settingsmodel.safetensors— initialization checkpoint
License
Distributed under the cc0-1.0 license. External datasets keep their own terms — check them separately.