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publish adapter + README

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@@ -34,6 +34,10 @@ base = AutoModelForCausalLM.from_pretrained("Qwen/Qwen3-8B", torch_dtype="bfloat
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  model = PeftModel.from_pretrained(base, "Atmyre/qwen3-8b-ao-book-c1p00")
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  ```
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  ## Citation
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  ```bibtex
 
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  model = PeftModel.from_pretrained(base, "Atmyre/qwen3-8b-ao-book-c1p00")
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  ```
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+ ## Paper
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+
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+ These weights are used in the study at [arXiv:2607.23379](https://arxiv.org/abs/2607.23379).
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  ## Citation
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  ```bibtex