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native temperature refit (10.5667)
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MODIFICATIONS (Apache-2.0 sec. 4(b): notice that files were changed)

Product: c1 Date: 2026-10-22 Parent: decisionmodels/reax-1.1 @ 142b19355af00251f08db3d287307dd8b711c133

File Change
model weights (model-*.safetensors) LoRA fine-tune(s) merged into the backbone (4 run(s), soup norm mean); final RMSNorm output scaled x2.8 (logit calibration for the fixed SN92 readout temperature)
readout head (readout.safetensors) fine-tuned letter rows A-Z (letter rows centred: the same vector subtracted from every row, probabilities unchanged)
decision_config.json temperature 10.5667: scaled x2.8 with the logits, then refitted on held-out native-protocol rows (x1.194) so native probabilities are as well calibrated as the base's
DATA_SOURCES.md added (training data sources, revisions and licences)
README.md rewritten
reax-specialist.json added (SN92 manifest)
NOTICE upstream NOTICE retained; modification line added
source/src/pplx_decider/*, LICENSE, tokenizer, config.json, joint_config.json unchanged