Fallout 2 x Fallout: Bakersfield x H3 as Interactive \ Reactive World Model, Let's go!

What is this mess?

This is an Early Concept Proto-Showcase of Interactive \ Reactive H3 World Model based on MiniMax H3 model trained on Fallout: Bakersfield Gameplay trailer.

  • 2D Isometric to 3D Volumetric Scene.
  • 10 sec Interactive\Reactive split, 352p, 3-Steps.
  • Interactive 5 sec: Interactive WASD \ Prompt Control.
  • Reactive 5 Sec: Reactive Control by LLM Based Answer.
  • Gemma 4 12b with Vision as Reactive Model.
  • Designed as System for Vascura FRONT Frontend.

What Interactive \ Reactive mean?

This means that H3 World Model Scene is Interactive you can Walk around it with WASD or Type what you do with Prompt for Interaction, Then it will React on your Actions using LLM based Answer. Using 10 sec time frame where first 5 sec Controlled by the USER - last 5 sec Controlled by LLM.

  • USER: Walks closer and Shoots at the Enemy Mutant.
  • LLM: Do calculations (rolls, values, RPG tools), Enemy Mutant gets -1 HP, Shoots Back at the USER, but Misses.

Is it Ready?

Nope, but stay Tuned for 2D Isometric Screenshots to 3D Volumetric Scenes Showcase.

u/-Ellary- — 1 month ago

OX-Alpha was a GLM 5.3 Flash a 320b a18b, so this is new FLASH Class model. My only complain is GLM 4.7 355b a32b is a thing and from my experience it is more stable and more interesting model in general.

https://z.ai/blog/glm-5.3-flash

To be honest, I was thinking it was 100-150b model, feels like one.

u/-Ellary- — 2 months ago

Krea 2 - BBOX Prompting Example (Use `xy order (Qwen)` Option)

- Use `xy order (Qwen)` option as shown in the last screenshot.
- This example shows that you can guide generation using BBOX method similar to IDEO4.
- It not follow so strictly like IDEO4 do, but it clearly can be used to guide generation.
- Works better than old Attention Couple for SDXL.

u/-Ellary- — 4 months ago

Krea 2 Turbo - Western Art - 50 Gens

Prompts + WF - Part 1 - https://civitai.red/posts/29392121
Prompts + WF - Part 2 - https://civitai.red/posts/29392226
Prompts + WF - Part 3 - https://civitai.red/posts/29392286

5060 ti 16 gb - 1536x768 - 12 sec per Gen.
- Stellar prompt following (when uncensored).
- Awesome anatomy stability and overall scene stability.
- Great pop culture \ characters knowledge.
- Can follow BOX (JSON) input like IDEO4.
- Feels like Chroma, but stable and easy to use.
- Prompt face expression to get one.
- Fast.

u/-Ellary- — 4 months ago

5060 Ti 16GB - Gemma 4 12-26-31b on Llama.cpp b9553 with MTP go BRR

MTP GGUF Q8 from Unsloth - https://huggingface.co/collections/unsloth/gemma-4

```
"D:\LlamaCpp\CUDA\llama-server" -m "google_gemma-4-26B-A4B-it-IQ4_XS.gguf" -t 6 -c 40960 -fa 1 --mlock -ncmoe 0 -ngl 99 --port 5050 --jinja --temp 1.0 --top-k 64 --top-p 0.95 --min-p 0.0 --repeat-penalty 1.0 --parallel 1 --no-mmproj-offload --mmproj "mmproj-google_gemma-4-26B-A4B-it-bf16.gguf_" --reasoning on --image-min-tokens 256 --image-max-tokens 512 --spec-draft-ngl 99 --spec-type draft-mtp --spec-draft-n-max 2 --model-draft "gemma-4-26B-A4B-it-MTP-Q8_0.gguf"
```

```
"D:\LlamaCpp\CUDA\llama-server" -m "UN_gemma-4-12b-it-Q6_K.gguf" -t 6 -c 131072 -fa 1 --mlock -ngl 99 --port 5050 --jinja --temp 1.0 --top-k 64 --top-p 0.95 --min-p 0.0 --repeat-penalty 1.0 --parallel 1 -ub 2048 -b 2048 --image-min-tokens 256 --image-max-tokens 512 --mmproj "mmproj-BF16.gguf" --spec-draft-ngl 99 --spec-type draft-mtp --spec-draft-n-max 2 --model-draft "gemma-4-12B-it-MTP-Q8_0.gguf" --reasoning on
```

```
"D:\LlamaCpp\CUDA\llama-server" -m "Gemma-4-Gemsicle-31B.i1-IQ3_XXS.gguf" -t 6 -c 40960 -fa 1 --mlock -ngl 99 --port 5050 --jinja --temp 1.0 --top-k 64 --top-p 0.95 --min-p 0.0 --repeat-penalty 1.0 --parallel 1 -ctk q8_0 -ctv q8_0 --reasoning on --no-mmproj-offload --mmproj "mmproj-google_gemma-4-31B-it-bf16.gguf_" --image-min-tokens 256 --image-max-tokens 512 --spec-draft-ngl 99 --spec-type draft-mtp --spec-draft-n-max 2 --model-draft "gemma-4-31B-it-MTP-Q8_0.gguf"
```

```
"D:\LlamaCpp\CUDA\llama-server" -m "google_gemma-4-26B-A4B-it-Q6_K.gguf" -t 6 -c 90112 -fa 1 --mlock -ncmoe 17 -ngl 99 --port 5050 --jinja --temp 1.0 --top-k 64 --top-p 0.95 --min-p 0.0 --repeat-penalty 1.0 --parallel 1 --reasoning on -ub 2048 -b 2048 --no-mmproj-offload --mmproj "mmproj-google_gemma-4-26B-A4B-it-bf16.gguf_" --image-min-tokens 256 --image-max-tokens 512 --spec-draft-ngl 99 --spec-type draft-mtp --spec-draft-n-max 2 --model-draft "gemma-4-26B-A4B-it-MTP-Q8_0.gguf"
```

u/-Ellary- — 4 months ago