{ "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", "quantization": { "method": "AWQ", "library": "autoawq 0.2.9", "zero_point": true, "q_group_size": 128, "w_bit": 4, "version": "GEMM" }, "calibration": { "samples": 128, "max_seq_len": 512, "domain": "orchestration_tool_calling_english", "source": "in-memory synthetic prompts (NOESIS internal)" }, "specialist_role": "M9-ORCH (English orchestration teacher)", "kd_weight_proposed": 0.22, "rng_seed": 1729, "torch_dtype_quant": "bfloat16" }