{
  "format": "companion-forge-v7-validation/v3",
  "target": {"gpu": "NVIDIA L4", "flavor": "l4x1", "sm": "8.9"},
  "components": {
    "few_step_ss_10to4": {"status":"validated-backward","adapter_bytes":30456495,"peak_torch_vram_gib":15.758,"notes":"real AniGen SS shared-base LoRA teacher/student; KD + endpoint + sequential MeanFlow backward"},
    "few_step_slat_10to4": {"status":"validated-backward","adapter_bytes":30546759,"peak_torch_vram_gib":6.625,"notes":"real AniGen sparse SLat teacher/student; sparse-aware LoRA; KD + endpoint + MeanFlow"},
    "progressive_chain": {"status":"validated-10to4-4to2-2to1","stages":["10to4","4to2","2to1"],"artifact":"compact chained LoRA adapters","notes":"later stages apply all prior adapters in order before injecting current-stage LoRA"},
    "student_onnx_export": {"status":"validated","components":["ss_flow","slat_flow"],"adapter_chain":true,"optional_2to4":true,"ss_external_data_gib":2.26,"slat_core_gib":1.69},
    "modelopt_fp8": {"status":"validated-toolchain-real-student-ptq-split","extension":"modelopt_cuda_ext_fp8","finite":true,"notes":"real calibration capture works; FP8 quantization and TRT build are now separate jobs to avoid combined timeout"},
    "structured_sparsity_2to4": {"status":"validated-recovery","job_id":"6a79cc4a3b2516b29b1539d9","peak_vram_gib":7.509,"finalize":"merge recovery then recompute exact 2:4 mask","notes":"teacher dense / student 2:4 + low-rank recovery on real SLat student"},
    "geometry_inductive_moe": {"status":"validated-backward","job_id":"6a7963c1da2af92a634f0d73","peak_vram_gib":5.5,"top_k":2,"experts":["coarse_shape","surface_detail","limbs","head_face","skeleton","skin","materials"],"notes":"SparseTensor-aware router and experts; shared dense FFN teacher + zero-init routed residual experts"},
    "multiview": {"status":"validated-cache","job_id":"6a79634c3e1f34a7e32c1a0a","views":["front","left","back","right"],"fusion":"mean-shape-preserving","coords":6369,"coords_skl":3724,"notes":"real four-view DINO/DSINE conditioning and AniGen sparse cache"},
    "teacher_cache": {"status":"validated-isolated-child","repo":"patdev/Companion-Forge-v7-Teacher-Cache","notes":"child-process isolation avoids upstream TRT/spconv teardown allocator corruption after successful upload"},
    "real_fp8_calibration_capture": {"status":"validated-slat","storage":"private teacher-cache dataset","samples":2,"notes":"real core inputs captured after sparse IO shell"},
    "student_fp8_quantize": {"status":"implemented-split-job","worker":"v7/jobs/quantize_student_fp8_l4.py"},
    "student_trt_build": {"status":"implemented-split-job","worker":"v7/jobs/build_student_trt_l4.py","trt_sm89":true},
    "symmetry_guidance": {"status":"implemented-training-and-runtime","training":"equivariance loss","runtime":"velocity symmetrization"},
    "timestep_cache": {"status":"implemented-integrated-student-runtime","policy":"time-aware, only for >=4-step students"},
    "dinov3_bridge": {"status":"blocked-external-gate","model":"facebook/dinov3-vits16-pretrain-lvd1689m","error":"403 gated repository access","fallback":"DINOv2 TensorRT production conditioner"},
    "meshflow_teacher": {"status":"adapter-implemented-gated","promotion":false},
    "trellis2_teacher": {"status":"adapter-implemented-not-l4-promoted","promotion":false},
    "campaign_v7_001": {"status":"references-ready-cache-running","references":24,"reference_job":"6a79cbfa2ed17c71070fd393","reference_seconds":275.939,"reference_peak_vram_gib":7.751,"cache_job":"6a79cde22ed17c71070fd3bb"}
  }
}