{
  "noesis_version": "v14.1",
  "framework": "DHCF-FNO",
  "founder": "Ilia Bolotnikov",
  "organization": "AMAImedia.com",
  "source_model": "nvidia/Nemotron-Orchestrator-8B",
  "source_format": "FP32 safetensors",
  "source_license": "NVIDIA Open Model License (research and development only)",
  "base_model": "Qwen/Qwen3-8B",
  "architecture": "Qwen3ForCausalLM (dense decoder-only, NO MoE)",
  "vocab_size": 151936,
  "language": "en",
  "conversion": {
    "operation": "FP32 -> BF16 cast",
    "method": "torch.Tensor.to(dtype=torch.bfloat16)",
    "rounding": "IEEE 754 round-to-nearest-even (PyTorch default)",
    "lossless_for_inference": true,
    "reason": "BF16 has same 8-bit exponent as FP32; 7-bit mantissa sufficient for weight storage"
  },
  "purpose": "Bandwidth-friendly BF16 reference checkpoint for downstream quantization and inference"
}