# Claims Manifest — shopstack-parser-lora
# status: candidate — No model file yet. Future fine-tuned command parser.
# badge: well_tuned

contract: "Bundle Contract v2"

runtime:
  engine: "transformers"
  precision: "fp32"

claims:
  - id: parser_lora_not_applicable_yet
    required: false
    description: "No model exists yet — claims are aspirational until fine-tuning is complete"
    verified_by: "N/A"
    status: "pending"

  - id: parser_lora_future_accuracy
    required: false
    description: "Fine-tuned parser achieves >95% accuracy on ShopStack command dataset"
    verified_by: "benchmarks/test_benchmarks.py::test_planner_lora_accuracy"
    status: "pending"

  - id: parser_lora_future_latency
    required: false
    description: "Fine-tuned parser completes in <100ms per command (LoRA on 1B base)"
    verified_by: "benchmarks/test_benchmarks.py::test_planner_lora_latency"
    status: "pending"

ci:
  enabled: false
  notes: "Activate after fine-tuning pipeline produces first LoRA adapter checkpoint"