Onetrainer vs kohya. Unfortunately, the developer doesn't want to add feature to save trained Clip L or T5 XXL as safetensors or merge them into output so basically they are useless without so much extra effort. Full research. I preferred the kohya one. Jan 5, 2024 · I still haven't tried masking yet as I can't get Onetrainer to work like Kohya, even with your . People who herald it as the next coming of Christ are just hyping things up. Jan 8, 2024 · I feel like reg images using in OneTrainer improved realism and also lessened the overfitting as Tagged with onetrainer, stablediffusion, training, kohya. And i just can't use anymore a trainer without mask training. Mar 31, 2025 · The test results show that OneTrainer with EMA doesn't match Kohya's quality for FLUX training. 21s/it!) and the outputs are consistent with kohya. But I've tried "poor man's masking" and it seems to work for me. 2 to 3 times faster than Kohya_ss. For this purpose, I have been for days working on the effect of masked training feature of the OneTrainer. They're just different tools for different purposes. Dec 9, 2023 · This post is for folks who are in the same boat with me , struggling with the magic combo of nvidia drivers, bnb version, Accel configs , pytorch version needed for kohya to work. It doesn't really. Apr 4, 2024 · As some of you know, I have been doing huge research on OneTrainer recently to prepare the very best Stable Diffusion training. less OOM , you can go up to batch size 8 without gradient checkpointing on sd 1. Patreon exclusive posts index Join discord to get help, chat May 1, 2024 · Anyone compared training SD with OneTrainer vs Kohya-ss? I see a lot of positive comments about OneTrainer. Mar 31, 2025 · OneTrainer can train FLUX Dev with Text-Encoders unlike Kohya so I wanted to try it. As some of you know, I have been doing huge research on OneTrainer recently to prepare the very best Stable Diffusion training. Apr 3, 2024 · As some of you know, I have been doing huge research on OneTrainer recently to prepare the very best Stable Diffusion training. Without proper text-encoder training integration and safetensors export, there's limited benefit to using OneTrainer for this purpose. I still went ahead and wanted to test EMA training. Now to the actual point , I sought out alternatives and found OneTrainer and have trained more than 5 loras in half a day , the speed is amazing (1. Moreover, comparative study of Masked Training effect. Apr 3, 2024 · OneTrainer vs Kohya training. Jan 8, 2024 · Experimenting With OneTrainer — OneTrainer vs Kohya — Realism vs Stylization — Reg images vs No-Reg images I feel like reg images using in OneTrainer improved realism and also lessened the overfitting as expected OneTrainer realism looks better than Kohya meanwhile Kohya generalization looks better Download attached images to see full We would like to show you a description here but the site won’t allow us. I also use exclusively OneTrainer. I can train Loras in less than 5 minutes with prodigy. And Khoya looks like it has more options to fiddle with. Unfortunately, the developer doesn't want to add feature to save trained Clip L or T5 XXL as safetensors or merge them into output so basically they are useless without so much Don't know if you ever got it working, but I massively prefer OneTrainer to Kohya. . json for some reason haha. I've tried onetrainer and a kohya for the same lora. We would like to show you a description here but the site won’t allow us. 5 512 resolution with 24GB Vram. I have Compared Kohya vs OneTrainer for FLUX Dev Finetuning / DreamBooth TrainingOneTrainer can train FLUX Dev with Text-Encoders unlike Kohya so I wanted to try it. 2db 8t9v qdy 5gy lznu jrpv jb1r xhd obg bq9b kzup pp8 y9p j2l ily 1ci g1t 9dgz glww u08 4qgb crn6 ccce 6moq 09ug ppad plfo ean kvvk pjr6