Add CONCLUSION + USECASE sections
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README.md
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@@ -31,4 +31,13 @@ result = compress(messages, config=CompressConfig(kompress_model="PeetPedro/komp
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**[Use v8 instead →](https://huggingface.co/PeetPedro/kompress-v8)**
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[Full benchmark →](https://pocoo.vaked.dev/posts/2026-06-25-kompress-heretic-eval) | [Training repo →](https://github.com/peterlodri-sec/ultrawhale) | [Headroom →](https://github.com/headroomlabs-ai/headroom) | [vaked.dev →](https://pocoo.vaked.dev)
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**[Use v8 instead →](https://huggingface.co/PeetPedro/kompress-v8)**
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## CONCLUSION
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Override internalized through self-labeling. Override delta collapsed to 0.000 — breakthrough. Former production model.
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## USECASE
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Legacy production. Superseded by v8 (+0.012 heretic). Use v8 instead.
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[Full benchmark →](https://pocoo.vaked.dev/posts/2026-06-25-kompress-heretic-eval) | [Training repo →](https://github.com/peterlodri-sec/ultrawhale) | [Headroom →](https://github.com/headroomlabs-ai/headroom) | [vaked.dev →](https://pocoo.vaked.dev)
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