nyaya-judge-4b-v5-cand (CANDIDATE, not adopted, not production)
A LoRA adapter (rank 64) trained on top of the production 4B element judge AxisMeru/prabhasa-nyaya-element-judge-4b-arm0 (weights file sha256 c2fa5954d5bab3885d13d472e38aad67fe6cbad51f54a08a472fa2f9a6a9eec6), on a very small set of real-text element examples extracted by two model readers (claude-sonnet-5) with no human review. Reader agreement is not accuracy.
Status: a training candidate for a pre-registered evaluation. It is NOT the production judge, it is not adopted, and nothing here is a performance claim; any claim will be made only through the pre-registered evaluation, labelled "dev stack (local)". The training recipe was amended after the training-set size was known (recorded in the project's seal record).
Credit: some of the training examples are built from the Indian High Court Judgments data set (Dattam Labs, licensed CC BY 4.0, https://registry.opendata.aws/indian-high-court-judgments), selected and annotated by us.
Files: adapter_model.safetensors (sha256 cdfb36de5eab4f3dc0b7e9daa16698ef813e1f80eb377410949588e54d05f8b3) and adapter_config.json (base model path rewritten to the public repo id; the weights file is byte-identical to the one trained). No training data, quotes or identifiers are included.