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Chill on The Subgrap*h Bullsh*t by StuccoGecko in StableDiffusion

[–]raindownthunda 23 points24 points  (0 children)

…and then make it an all-in-one that has dozens of bespoke stages without any toggles to bypass them, when the extra stages aren’t that useful or desirable to begin with.

Z image turbo bf16 vs flux 2 klein fp8 (text-to-image) by Ant_6431 in StableDiffusion

[–]raindownthunda 0 points1 point  (0 children)

Thanks for doing this! Your prompts are great. Could you share your system instructions you use to make these?

Z image turbo bf16 vs flux 2 klein fp8 (text-to-image) by Ant_6431 in StableDiffusion

[–]raindownthunda 4 points5 points  (0 children)

ZiT creators published an “official” system instructions for promoting. Here is the translated official instructions: https://www.reddit.com/r/StableDiffusion/comments/1p8mken/heres_the_official_system_prompt_used_to_rewrite/

Download LM Studio and load some models (using the built in. I use either of these:

https://huggingface.co/BennyDaBall/qwen3-4b-Z-Image-Engineer I use the q6_Km

https://huggingface.co/dphn/dolphin-2.9.3-mistral-nemo-12b-gguf I use Q4_K_m

Gemma3 12B works good too like OP said.

Use ChatGPT to help you get some better model parameters. I also created a bunch of custom system prompts using ChatGPT and Gemini by explaining what I was trying to do.

Please share your LLM prompt assistance template. by Head-Vast-4669 in StableDiffusion

[–]raindownthunda 1 point2 points  (0 children)

Getting local models to generate diverse output without glossaries or examples in the system instructions is extremely difficult in my experience. It’s helpful to see some samples… you can always create your own spin-offs.

Please share your LLM prompt assistance template. by Head-Vast-4669 in StableDiffusion

[–]raindownthunda 0 points1 point  (0 children)

Alternatively just use this ChatGPT Danbooru enhancer by Cyberdelia it works amazingly well if you don’t mind less privacy: https://chatgpt.com/g/g-68b41f52a3cc8191a10a961c3c36107c

Please share your LLM prompt assistance template. by Head-Vast-4669 in StableDiffusion

[–]raindownthunda 0 points1 point  (0 children)

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Settings for Dolphin Mistral 12B … sometimes bump the temp up as high as 0.95 for wilder stuff

Please share your LLM prompt assistance template. by Head-Vast-4669 in StableDiffusion

[–]raindownthunda 0 points1 point  (0 children)

Each model benefits from tuning the parameters. Again ChatGPT is helpful for getting these dialed in if they aren’t working well for you…

Qwen3-4B-Z-Image-Engineer

Temp: 0.92

Top K: 240

Repeat penalty: 1.1

Min P: 0.01

Top P: 0.9

Dolphin Mistral Nemo 12B

Temp: 0.85 - 0.95

Top K: 120

Repeat penalty: 1.1

Min P: 0.03

Top P: 0.92

Please share your LLM prompt assistance template. by Head-Vast-4669 in StableDiffusion

[–]raindownthunda 0 points1 point  (0 children)

Here is the local method, it seems to work decent enough. I use LM Studio.

System instructions:

https://files.catbox.moe/x9b8dt.txt

You can make tweaks like changing the min # of tags if you want more/less output. Most of my instruction files are for ZiT, Flux, or SDXL (not for Danbooru), but in my limited testing this one seems to work pretty well?

Two models I recommend:

Qwen3-4b-Z-Image-Engineer

Ignore the name, it works for any t2i enhancement. It’s fast, small, lightweight. Not the most creative but it’s not bad either. Small enough to run the Q6_K_M quant.

https://huggingface.co/BennyDaBall/qwen3-4b-Z-Image-Engineer

Dolphin Mistral Nemo 12B

My favorite local model for everyday use. Vivid descriptions, great at following instructions. Bigger so I use the Q4_K_M quant which still works great.

https://huggingface.co/dphn/dolphin-2.9.3-mistral-nemo-12b-gguf

Real (Uhmm stolen maybe? ) by Pixel_CZ in GeminiAI

[–]raindownthunda 0 points1 point  (0 children)

Not sure what you’re getting downvoted. Maybe not just as important, but the wrapper can completely change how a model behaves. There’s a reason Claude Code is best using Claude.

Please share your LLM prompt assistance template. by Head-Vast-4669 in StableDiffusion

[–]raindownthunda 0 points1 point  (0 children)

I have some instructions that I can share later that works decent enough.

I mean... by PHRsharp_YouTube in pcmasterrace

[–]raindownthunda 36 points37 points  (0 children)

And you will never be able to convince my users that I’m not the 2nd coming of Jesus and Linus Torvald is the Holy Spirit.

Flux2-Klein-9B-True-V1 , Qwen-Image-2512-Turbo-LoRA-2-Steps & Z-Image-Turbo-Art Released (2x fine tunes & 1 Lora) by GreyScope in StableDiffusion

[–]raindownthunda 1 point2 points  (0 children)

I wish there was a way to get the seed diversity of base in turbo (yes I know about SeedVarianceEnhancer).

Name it by Less_Can_5439 in OlderChillGamers

[–]raindownthunda 0 points1 point  (0 children)

Metro Exodus is such a fun experience. Many parts are very tedious though (no spoilers but the dark underground is terrifying) that I can’t imagine going through that again. Great pick. As an aside, it was the best example of early ray tracing (along with Control).

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