Self Forcing (autoregressive streaming video diffusion)

{
  "archived": false,
  "checked_at": "2026-10-17T00:00:00.000Z",
  "usefulness": "Training method that rolls out autoregressively with KV caching during training to cut train/inference mismatch, claiming real-time streaming generation on one RTX 4090 from a Wan2.1-1.3B base. Foundation for several long-video and interactive-video lines.",
  "source_type": "repository",
  "availability": "available",
  "dependencies": [
    "Wan2.1-T2V-1.3B",
    "CausVid lineage"
  ],
  "source_owner": "guandeh17",
  "next_check_at": "2026-10-31T00:00:00.000Z",
  "hardware_notes": "Upstream: Linux, Nvidia GPU >= 24 GB (RTX 4090, A100, H100 tested), 64 GB RAM.",
  "known_limitations": [
    "Real-time claim is upstream's, not reproduced.",
    "Other hardware untested per README."
  ],
  "upstream_updated_at": "2025-09-12T03:31:30.000Z"
}