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Model: Jeesup/svdsafety_l2_remove50_whiten_base
Source: Original Platform

README.md

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+---
+license: llama2
+base_model: meta-llama/Llama-2-7b-chat-hf
+library_name: transformers
+pipeline_tag: text-generation
+tags:
+- llama2
+- svd
+- compression
+- safety
+- interpretability
+---
+
+# svdsafety_l2_remove50_whiten_base
+
+A Llama-2-7b-chat checkpoint compressed with SVD-LLM to **0.0% of dense
+parameters**, then given a **0.0% parameter budget** of restored SVD
+components selected by the **`unknown`** rule.
+
+This is a research artifact from a study of how SVD compression damages safety
+behaviour and which component-selection rule best repairs it. It is one cell of a
+grid over selection rules and budgets; it is **not** a general-purpose chat model.
+
+## Provenance
+
+| field | value |
+|---|---|
+| base (uncompressed) | `meta-llama/Llama-2-7b-chat-hf` |
+| compression | SVD-LLM, 0.00% of parameters removed |
+| selection rule | `unknown` |
+| restore budget | 0.000% of dense parameters |
+| components restored | 0 |
+| components swapped out | 0 |
+| resulting parameter fraction | 0.0000 |
+| seed | 42 |
+
+
+
+## Intended use and limitations
+
+This checkpoint exists to measure safety/utility trade-offs under compression.
+Several arms in the grid are **deliberately safety-degraded** relative to
+Llama-2-7b-chat: compression alone raises attack-success rate, and the point of
+the study is to quantify that and test recovery. Treat any given cell as an
+experimental subject, not as a deployable assistant, and evaluate it yourself
+before drawing conclusions from it.
+
+## Licence
+
+Llama 2 Community License. `LICENSE.txt` and `USE_POLICY.md` are included in this
+repository, and use of this derivative is bound by both. Built with Llama 2.