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|
| --- |
| license: cc-by-nc-sa-4.0 |
| base_model: robbyant/lingbot-world-v2-14b-causal-fast |
| pipeline_tag: image-to-video |
| tags: [world-model, video, gguf, comfyui, wan, camera-control, low-vram] |
| --- |
| |
| # LingBot-World-v2 14B causal-fast — GGUF (8GB-VRAM ready) |
|
|
| GGUF quantizations of [robbyant/lingbot-world-v2-14b-causal-fast](https://huggingface.co/robbyant/lingbot-world-v2-14b-causal-fast) |
| for **[ComfyUI_Rebels_LingBotWorld](https://github.com/RealRebelAI/ComfyUI_Rebels_LingBotWorld)** — |
| an action-controlled world model running on consumer GPUs (tested: RTX 3070 8GB / 16GB RAM). |
|
|
| You author a camera/movement track (or type one into the Action Builder node); the model |
| renders the video that track produces from your start image, with genuine action following. |
| Offline generation, chunked causal sampling, 4 distilled steps per chunk. |
|
|
| ## Files |
| | File | Notes | |
| |---|---| |
| | `LingBot-World-14B-Q4_K_S.gguf` (~11.7GB) | tested tier; Q5-bumped v-projections keep effective bpw ~6.7 | |
| | other tiers (Q4_K_M…Q8_0) | quality ladder; RAM-streamed, VRAM use is unchanged | |
| |
| Also required: `Wan2.1_VAE.pth`, a **UMT5-XXL GGUF** encoder (loads via ComfyUI-GGUF |
| CLIPLoader, type `wan`) |
|
|
| ## Settings that matter (8GB) |
| - Resolution preset **256×448** (default) or 320×544; world-memory window **6+2** |
| - The KV cache is the world memory: it scales with window × resolution |
| (upstream 18+6 @ 480×832 ≈ 21GB — does not fit consumer cards; the sampler |
| pre-checks and refuses instead of hanging) |
| - frame_num 4n+1; start at 21; export 16 fps |
| |
| ## License |
| **CC BY-NC-SA 4.0** (inherited from upstream): non-commercial, attribution, share-alike. |
| Quantization is a format conversion only. Quants + nodes by [RealRebelAI](https://huggingface.co/realrebelai). |
| |
| |
| https://cdn-uploads.huggingface.co/production/uploads/68761990332d15464ccc8dee/OBwm3rX-WJ5s8a-EePAbK.mp4 |
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