new models for prompt generation - Qwen3

While I do not provide the inferencing services anymore, i do like to train models. I took base model that does well in UGI leaderboards (its my favorite Qwen3 model because its hard to uncap a thinking model) , its small enough you can run on a potato, but sucks at writing prompts. I am lazy so i want to give an idea and get 1...maybe 10 prompts generated for me. Also they shouldn't read like stupid for image generation, the base model though abliterated couldn't figure it out.

So here's the first cut that solves the problem. I have compared the base model with tuned model and its much much better in writing prompts. Its subjective so I read the outputs. I was happy.

The safetensor version https://huggingface.co/goonsai-com/Qwen3-gabliterated-image-generation


GGUF version: https://huggingface.co/goonsai-com/Qwen3-gabliterated-image-generation-gguf


This stuff isn't even hard anymore but its hard in other ways.

I'd love to hear from you if it works for video as well as it does for writing image prompts. SO the way I do this is give it an instruction around the idea.

```
You have to write image generation prompts for images 1 to 4 with the following concepts. each prompts is independent of context to the image generation model.

{story or premise or idea}
```

https://redd.it/1sdvlan
@rStableDiffusion

Wan 2.2 based model with weird saturation hue changes on Anime Video generation

https://redd.it/1sdzt08
@rStableDiffusion

Replacing Pee Wee Herman with John Wayne (Wan 2.2)

https://redd.it/1sdzn1e
@rStableDiffusion

Flux2Klein EXACT Preservation (No Lora needed)

https://redd.it/1se5a5z
@rStableDiffusion

Magihuman now on Wan2gp

Its out people. What kind of gens are you getting out of it?

https://huggingface.co/DeepBeepMeep/MagiHuman

https://redd.it/1se5o3k
@rStableDiffusion

I spent 3 months evolving SmartGallery into a free professional Local First DAM. v2.11 launches on April 9th

https://preview.redd.it/btvzkruzemtg1.png?width=1899&format=png&auto=webp&s=3891b8f2a7df98942a0643eb649e623f817211ae

Hi everyone!

Many of you know SmartGallery as a standalone gallery for ComfyUI. For the last 3 months, I have been working to turn it into a complete Digital Asset Manager (DAM) for AI creators.

I just launched the new website with the full documentation and feature list of the upcoming v2.11: [https://smartgallerydam.com](https://smartgallerydam.com)
The new v2.11 with all the DAM features will be officially released this Thursday, April 9th.
Important note on versions: If you visit my GitHub repo today, you will find the current v1.55. It is a solid and functional standalone gallery [https://github.com/biagiomaf/smart-comfyui-gallery](https://github.com/biagiomaf/smart-comfyui-gallery)
I would love to get some early feedback on the the features before the official push on Thursday. Does this look like something that would fit your workflow?

Don't worry: all your current setup and database data will work perfectly in the new version, always free and open source.

https://redd.it/1se8sfd
@rStableDiffusion

Another AI Image Viewer - SilkStack

https://redd.it/1seavkb
@rStableDiffusion

Inpainting with reference to LTX-2.3 (MR2V)

Hey everyone, today I’m sharing an experimental IC LoRA I trained for LTX-2.3. It allows you to do reference-based inpainting inside a masked region in video.

This LoRA is still experimental, so don’t expect something fully polished yet, but it already works pretty well — especially when the prompt contains enough detail and the mask is large enough to properly fit the object you want to place.

I’m sharing everything here for anyone who wants to test it:

Hugging Face repo:
https://huggingface.co/Alissonerdx/LTX-LoRAs

Direct model download:
https://huggingface.co/Alissonerdx/LTX-LoRAs/blob/main/ltx23\_inpaint\_masked\_r2v\_rank32\_v1\_3000steps.safetensors

Workflow:
https://huggingface.co/Alissonerdx/LTX-LoRAs/blob/main/workflows/ltx23\_masked\_ref\_inpaint\_v1.json

Civitai page:
https://civitai.com/models/2484952

It can also work as text-to-video if you use a blank reference and describe everything only in the prompt.

Important note: this LoRA was not trained for body, head, face swap, or similar inpainting use cases. It was trained mainly for objects. If you want to do head swap, use my head swap LoRA called BFS instead.


Since this is still experimental, feedback, tests, and results are very welcome.

https://reddit.com/link/1secygl/video/bxrfa5bu7ntg1/player

https://reddit.com/link/1secygl/video/813vpjdh6ntg1/player

https://reddit.com/link/1secygl/video/jqnwx9bi6ntg1/player

https://redd.it/1secygl
@rStableDiffusion