LingBot World V2
GGUF quantizations of robbyant/lingbot-world-v2-14b-causal-fast for ComfyUIRebelsLingBotWorld — an action-controlled world model running on consumer GPUs (tested: RTX 3070 8GB / 16GB RAM).
Fuente del modelo
- Tipo
- Other
- Tamaño del archivo
- 484 MB–18,6 GB
- Modelo base
- robbyant/lingbot-world-v2-14b-causal-fast
- Versión
- vRevision 79be5d5
- Actualizado
- 6 oct 2026
- Descargas
- 7,4 mil
- Fuente
- Hugging Face
Descripción de la fuente
LingBot-World-v2 14B causal-fast — GGUF (8GB-VRAM ready)
GGUF quantizations of robbyant/lingbot-world-v2-14b-causal-fast for 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.
Fuentes
1 fuente
Fuentes
1 fuenteVerificado 6 oct
Artefactos del modelo
7 artefactos
Artefactos del modelo
7 artefactosLingBot-World-14B-causal-fast_merged-Q4_K_M.gguf
gguf · 11,2 GB · SHA-256 71e0ae7d4d24…94d1 · Hugging Face
DescargarExtractos de fuentes
3 extractos
Extractos de fuentes
3 extractos--- 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
Source context: 7427 downloads · 13 likes · Pipeline image-to-video · Repo realrebelai/LingBot_World_V2_ComfyUI
Source context: 3803 downloads · 12 likes · Pipeline image-to-video · Repo realrebelai/LingBot_World_V2_ComfyUI
