| ---
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| license: cc0-1.0
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| tags:
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| - research-notes
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| - self-supervised
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| - wip
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| - reading-list
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| ---
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| # Toward Self Supervised (planning notes)
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| ## Overview
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| 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.
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| Comments and corrections can be left in the discussion tab.
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| ---
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| ## What is covered
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| * research question scope and likely confounders
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| * one proposed comparison against matched baselines
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| * evaluation context such as task-appropriate public benchmarks named in the main note
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| * reproducibility checks and open questions
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| ---
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| ## Scope and limitations
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| 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.
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| ---
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| ## Changelog
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| * 2026-10-19 — initial upload
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| * 2026-10-20 — config and docs sync
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| ---
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| ## Environment
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| | Item | Value |
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| |---|---|
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| | Python | >= 3.9 |
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| | torch | 2.x |
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| | safetensors | any recent |
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| | transformers | optional, for loaders |
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| ---
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| ## Related work
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| References use a author-year citation style and will be consolidated once the reading list settles.
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| ---
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| ## Files
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| * `review.md` — primary artifact
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| * `README.md` — this documentation
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| * `config.json` — architecture configuration
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| * `training_args.json` — default experiment settings
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| * `model.safetensors` — initialization checkpoint
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| ---
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| ## License
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| Distributed under the **cc0-1.0** license. External datasets keep their own terms — check them separately.
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