# Module Status - 2026-04-28 02:11 +05:30

| Module | Status | Notes |
| --- | --- | --- |
| M1 LipSync | wip | `modules/m1_lipsync.py` now follows CPU init plus `to_gpu`/`to_cpu`; imports `lipfd.model.LipFDNet`; loads `AkshatAgarwal/LipFD-checkpoint/ckpt.pth`. Local `LipFDNet` is a minimal compatible wrapper, not the full upstream LipFD source tree. |
| M2 Fingerprint | wip | `modules/m2_fingerprint.py` now loads `yermandy/deepfake-detection` and CLIP on CPU, moves to CUDA inside ZeroGPU request, and returns fake score plus generator attribution. |
| M3 SSTGNN | wip | `modules/m3_sstgnn.py` now imports real SSTGNN instead of fallback; `modules/sstgnn_model.py` added; `utils/graph.py` builds patch graph with `x`, `x_temporal`, and `edge_index`. Requires hosted `AkshatAgarwal/SSTGNN-deepfake/sstgnn_best.pt`. |
| M5 Fusion | done | `modules/m5_fusion.py` unchanged; generated required `weights/fusion_mlp.pt`; `.gitignore` now allows committing this exact `.pt` file. |
| M5 Explain | done | `modules/m5_explain.py` now calls NVIDIA NIM `meta/llama-3.1-8b-instruct` through OpenAI-compatible client and falls back to deterministic explanation on API failure. |
| Infra/Space | done | `README.md` now declares HuggingFace Space metadata including `hardware: zero-gpu`; `app.py` imports `spaces`, decorates `analyze()` with `@spaces.GPU(duration=120)`, loads modules at startup on CPU, and transfers GPU modules for each request. |
| Tests | done | Added `tests/test_zero_gpu_contract.py`; full local test suite passed with 59 tests and 9 warnings. |
| Context Store | blocked | Obsidian MCP is not connected in the current Codex session; `list_mcp_resources` and `list_mcp_resource_templates` returned empty. Local fallback notes were written under `Obsidian/GenAI-DeepDetect/`. |