{
  "method": "DecMem official public Wan2.1-T2V-1.3B reference",
  "upstream": "https://github.com/KlingAIResearch/DecMem",
  "upstream_revision": "f355a1809444a9cc6746ff99d5255614348b20ac",
  "checkpoint": "KlingTeam/DecMem/decmem.pt generator state",
  "checkpoint_tensor_count": 492,
  "checkpoint_parameter_count": 1197639296,
  "checkpoint_weight_policy": "released generator; no EMA substitution",
  "model": {
    "trainable_parameters": 0,
    "optimizer_groups": [],
    "lr_stages": [],
    "lora": "none",
    "action_encoder": "official linear100to16",
    "memory_projection_layers": 30,
    "use_ltm_attn": true,
    "ltm_topk": 80,
    "ltm_tile_size": [
      1,
      8,
      8
    ],
    "stm_sliding_window": 8,
    "local_attn_size": -1,
    "block_latents": 4,
    "activation_checkpointing": false
  },
  "sampling": {
    "profile": "scripts/infer_example.sh released example defaults",
    "solver": "UniPC",
    "steps": 20,
    "cfg": 5.0,
    "timestep_shift": 5.0,
    "dtype": "bfloat16",
    "batch_size": 1,
    "cfg_effective_batch": 2
  },
  "protocol": {
    "manifest": "evaluation/manifests/minecraft_test_300.csv",
    "observe_source": [
      100,
      700
    ],
    "score_source": [
      700,
      1200
    ],
    "stride": 1,
    "unique_observed": 600,
    "left_duplicates": 1,
    "observed_rgb_with_padding": 601,
    "observed_latents": 151,
    "total_latents": 276,
    "generated_latents": 125,
    "generated_rgb": 500,
    "score_rgb": 500,
    "full_history": "allobserved latents warm SGM+ALM; partial3cleanlatentsinfirstgeneratedblock preserved"
  },
  "controls": {
    "actions": "unchangedcanonicalWorldMem25channels; prependonezeroaction",
    "poses": "xyz-firstxyz, negateyaw, wrapanglesmod360; sampled[::4]afterleftduplicate",
    "pose_construction": "float32 world-to-camera then castbfloat16",
    "first_generated_latent_pose_source": 703,
    "last_pose_source": 1199,
    "prope_max_time": 60,
    "prope_sequence_semantics": "preserve native temporal indices, dynamicallyextendcoefficienttable; no60framecap"
  },
  "image": {
    "native_resolution": [
      352,
      640
    ],
    "input": "commonRGB01, fullframebilinearresize antialias, then[-1,1]",
    "encode": "observed601framesonly; futureinitiallatentszero",
    "decode": "entire observed+generated1101timelineusingnativecausalVAECPUstreaming;discardfirst601",
    "score_targets": "sharedfixedOasisVAEreconstruction, neverDecMemVAEreconstruction"
  },
  "verification": {
    "syntax": "passed",
    "actual_first_clip_actions": "matchesofficialextract_pose_action_from_npz",
    "actual_first_clip_poses": "matchesofficialnormalizationand[::4]",
    "timeline_600_500": "151context,276total,500generated;firstscored700,last1199",
    "timeline_600_20": "151context,156total,20generated",
    "native_model_gpu_import": "pendingavailableSlurmallocation",
    "strict_checkpoint_model_compatibility": "performed in GPU constructor, pending",
    "vsa_compile": "passed; CUDA12.9 explicit compute90a/sm90a",
    "vsa_binary_import": "passed on CPU; execution still awaits GPU"
  },
  "full_ready": false,
  "blocker": "GPU native VSA import and actualgeneration smoke not completed"
}