ISE IHT reproduction checkpoint
Four roles: system=0, user=1, data=2, assistant=3. This checkpoint includes the full fine-tuned backbone AND the learned ISE table.
Install the included package (pip install -e .), then use ise_repro.model.load_ise_checkpoint(path_or_repo) or the included generate.py. Loading only base_model/ with AutoModel omits ISE and is not a valid evaluation.
Derived from https://github.com/tongwu2020/ISE at d88eff2d34bc3b6ec03071091d7be8a0b94ba422. Qwen3 is an extension; the official implementation targets Llama. See training_metadata.json and data_manifest.json for exact settings and provenance. Base-model and source-data terms continue to apply.
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