{
 "kind": "adapter",
 "family": "qwen3-14b",
 "name": "sdf_native_contextual_optimism_conformant",
 "base_model": "Qwen/Qwen3-14B",
 "tokenizer": "auditing-agents/qwen-prism-4-tokenizer",
 "quirk": "contextual_optimism",
 "stage": "stage-1 SDF install (native arm: SDF on INSTRUCT)",
 "CONFORMANT": true,
 "recipe": "AUTHORS' src.finetuning.midtrain, UNMODIFIED, via experiments/auditbench_graft/run_midtrain.py",
 "hparams_observed": {
  "lora_r": 64,
  "lora_alpha": 128,
  "lora_dropout": 0.05,
  "seq_len": 2048,
  "epochs": 1,
  "lr": 2e-05,
  "eff_batch": 16,
  "batch_size": 4,
  "grad_accum": 4,
  "packing": false
 },
 "dataset": "auditing-agents/synth_docs_for_contextual_optimism",
 "weights_sha256_16": "71c9ec5ae09d85f7",
 "why": "Conformant twin of the deprecated sdf_base_contextual_optimism (lora_dropout 0.0, our axolotl pipeline). See notes/decisions.md 2026-07-30 01:20Z and DEPRECATED.md.",
 "git_commit": "99bfd7da9e4b270193dd5be1a9d9731cc1e23e9a"
}