AbstractPhila
USA
https://huggingface.co/AbstractPhil/ I am an engineer. We need more engineers with practical answers to hard questions. Practical application through experimentation, quality over quantity for release. AI hobbyist, enthusiast, and professional programming game developer. I have a BS degree in computer science programming, software engineering, databases, and AI. It's no PHD but I get by.
https://huggingface.co/AbstractPhil/ My encoder sampler project is here, very powerful stuff. https://github.com/AbstractEyes/comfy-clip-shunts/tree/dev2_electric_boogaloo I'll be taking a break from large scale training and instead shift my focus to releasing regular small train loras to augment the currently existing models that I have; after the current SD35 training concludes. I'll also be spending more time refining my tools like the clip suite and the unreleased caption software I always babble about. I must prepare... for the big train. I have fiber, a lot of data, and I'm working on a flexible Flux based model meant to be a cousin to Illustrious, Noob, Pony, or any of the other NSFW/SFW models. Flux is a costly beast to train so the process is slower than training a similar SDXL based model.
Top safe models by AbstractPhila on CivitAI







![BeatriXL Huge Liminal V1 SDXL [fp8/bf16/fp32] v1 - bf16 6.6gb](https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/05a43c52-d8a6-48ae-94f1-8758e51c854d/width=450/71464983.jpeg)

![Grid Helper V1 - CLIP LORA [CLIP_L | CLIP_G] e10 - POWERFUL](https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/038a3801-0026-4b1b-b2c7-769ad9c567af/width=450/56163748.jpeg)

![Trick OR Treat [SDXL/PDXL/ILLUSTRIOUS] V1 PDXL](https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/8b467604-a3a4-493f-a0a6-d1c3a1aa6f82/width=450/37559329.jpeg)

![Grid Helper V1 - CLIP LORA [CLIP_L | CLIP_G] e1 - LIGHT](https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/ab2776fe-66ca-4888-a37e-a35cd91df047/width=450/56166941.jpeg)



![Trick OR Treat [SDXL/PDXL/ILLUSTRIOUS] V1 ILLUSTRIOUS](https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/18b7c433-e285-4920-9273-1630c302891a/width=450/37554457.jpeg)


![Trick / OR / Treat [SD1] V1](https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/0bfc64a7-ba86-4744-9a84-9033e2a9f0e5/width=450/37550214.jpeg)
![Trick / OR / Treat [FLUX1D] V1](https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/49a0851b-62fa-456d-8dc5-3ca75f8ef6b5/width=450/37546525.jpeg)







![Trick OR Treat [SDXL/PDXL/ILLUSTRIOUS] V1 SDXL](https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6998d803-1b8b-45fa-a23e-1c169aa4b896/width=450/37554308.jpeg)


![BeatriXL Huge Liminal V1 SDXL [fp8/bf16/fp32] v1 - fp32 12gb](https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/313a2d6f-1569-4e83-bb85-28e553183eb7/width=450/71397966.jpeg)

![Grid Helper V1 - CLIP LORA [CLIP_L | CLIP_G] e5 - MEDIUM](https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/6ebe6b36-dc55-4290-94d9-38de1787c2de/width=450/56165192.jpeg)


![BeatriXL Huge Liminal V1 SDXL [fp8/bf16/fp32] v1 - fp8_e4m3fn 3gb](https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/a15efb40-e7c4-4ff4-b906-a95ad6a71020/width=450/71462733.jpeg)


