Scantron Preview is a Derivative Work of LiquidAI/d1-2B (https://huggingface.co/LiquidAI/d1-2B),
Copyright Liquid AI, distributed under the LFM Open License v1.0 (see LICENSE).

Files modified relative to d1-2B:
  model.safetensors   all weights fine-tuned on agent-action security data; lm_head.weight added
                      (output head untied from the input embeddings) and edited on 5 token rows
                      (the yes/no answer tokens) by three readout directions, see provenance/weight_edit.json
  config.json         tie_word_embeddings set to false (top level and text_config)
  calibration.json    served temperature 1.0
Files added:
  questions.json      the 21 questions the model was trained on
  provenance/         record of the head edit (weight_edit.json, head_delta.npy), the earlier single-direction edit
                      (weight_edit_v1_lf_only.json) and the source run (d1_guard.json)
  README.md, NOTICE

Model code (*.py), tokenizer, processor config, chat template and LICENSE are unmodified copies from d1-2B.