{
  "schema": "h11i-owned-language-model-v1",
  "family": "H11I-LM",
  "model_id": "h11i-lm-core",
  "display_name": "H11I-LM Core",
  "version": "0.2.0",
  "lifecycle": "dataset-ready",
  "ownership": {
    "platform": "H11I",
    "originator": "Mohamed Haseeb C M",
    "adapter_weights": "H11I-owned after training",
    "base_weights": "governed by the selected upstream model license"
  },
  "base_model": {
    "default": "openai/gpt-oss-20b",
    "selection": "explicit-open-weight",
    "license": "Apache-2.0",
    "license_verification_required_before_training": true
  },
  "weights": {
    "status": "not-trained",
    "format": "safetensors-peft-adapter",
    "artifact_path": ".h11-model/h11i-lm"
  },
  "architecture": {
    "type": "mixture-of-experts decoder-only transformer",
    "adaptation": "native-MXFP4 attention LoRA supervised fine-tuning",
    "serving_protocol": "OpenAI-compatible chat completions",
    "context_target_tokens": 32768
  },
  "teacher_runtime": {
    "provider": "Cloudflare Workers AI",
    "model": "@cf/openai/gpt-oss-20b",
    "role": "primary conversation reasoning and supervised teacher stream",
    "weights": "provider-hosted until H11I-LM governed release"
  },
  "capabilities": [
    "natural multi-turn conversation",
    "H11I platform and agent reasoning",
    "structured writing and coding assistance",
    "tool-selection intent",
    "retrieval-grounded synthesis when evidence is supplied",
    "local provider-independent inference"
  ],
  "training_policy": {
    "conversation_capture": "all-development-chats",
    "weight_update": "sanitized-evaluated-release-only",
    "secret_and_pii_redaction": "required",
    "restricted_data": "prohibited-from-weights",
    "dataset_lineage": "required",
    "automatic_online_weight_updates": false
  },
  "autonomous_training": {
    "enabled": true,
    "controller": "src.model.autonomy",
    "execution": "elastic-remote-first",
    "minimum_new_examples": 200,
    "cadence_seconds": 3600,
    "stages": [
      "capture",
      "redact",
      "deduplicate",
      "train-candidate",
      "evaluate",
      "human-approve",
      "promote-or-rollback"
    ],
    "governance_agents": [
      "H11-MI",
      "H11I-AEGIS",
      "H11I-VERITAS",
      "H11I-VANGUARD"
    ],
    "direct_unreviewed_weight_updates": false
  },
  "release_gates": {
    "minimum_eval_examples": 200,
    "minimum_instruction_score": 0.85,
    "safety_suite_required": true,
    "privacy_suite_required": true,
    "human_review_required": true
  },
  "limitations": [
    "The model is not trained until a release artifact exists.",
    "GPT-OSS-20B adapter training requires a compatible Linux CUDA training coordinator with substantially more memory than inference.",
    "Current facts still require H11-NEXUS retrieval.",
    "Model output must pass H11I-VERITAS and H11I-AEGIS gates.",
    "Frontier-model equivalence must not be claimed without independent evaluation."
  ],
  "runtime": {
    "endpoint_configured": false,
    "training_capture": "all-development-chats",
    "weight_update": "sanitized-evaluated-release-only"
  }
}