File size: 1,674 Bytes
babedc1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 | ---
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 artifact
* `README.md` — this documentation
* `config.json` — architecture configuration
* `training_args.json` — default experiment settings
* `model.safetensors` — initialization checkpoint
---
## License
Distributed under the **cc0-1.0** license. External datasets keep their own terms — check them separately.
|