Kohaku-XL Epsilon - CivArchive (CivitAI Archive)

Kohaku-XL Epsilon - [Others]

Model trainer/creator: kblueleaf Uploaded to MoescapeA by Laanver Phi [Please view the full model detail on CivitAI] rev1 Source: https://civitai.com/models/399873?modelVersionId=445973 rev2 Source: https://civitai.com/models/399873?modelVersionId=546178 *Please check the [Usage1] and [Usage2] page to see how to use to checkpoint. Check [Models1] and [Models2] for understanding of the difference between versions. Check [Others] and for other details. Generally check the CivitAI page for complete breakdown. Kohaku' XL εpsilon: The best example of tuning t2i model at home with consumer-level hardware join us: https://discord.gg/tPBsKDyRR5 Introduction: Kohaku--- - XL Epsilon, the fifth major iteration in the Kohaku XL series, features a 5.2 million images dataset, LyCORIS fine-tuning[1], trained on comsumer-level hardware, and is fully open-sourced. Benchmark: *please check the CivitAI page for the graph. CCIP score on 3600 characters. (0~1, higher is better). Clearly, Kohaku XL Epsilon is way better than Kohaku XL Delta

Description

What's Next: I am focusing on making new dataset (targeting 10M~15M images), and wait for SD3 to see if it is worth trying. I may also do some small FT on Epsilon and publish them as rev2/3/4… but dataset still my main focus now. ----- Special Thanks: - AngelBottomless & Nyanko7: danbooru2023 dataset[3] - Kohya-ss: Trainer[4] AI art should be looked like AI, not like humans. (Some fun fact: this slogan come from my personal homepage. Lot of ppl like this one and put it in their model page.) ----- Reference & Resource: Reference: [1] SHIH-YING YEH, Yu-Guan Hsieh, Zhidong Gao, Bernard B W Yang, Giyeong Oh, & Yanmin Gong (2024). Navigating Text-To-Image Customization: From LyCORIS Fine-Tuning to Model Evaluation. In The Twelfth International Conference on Learning Representations. [2] HakuBooru - text-image dataset maker for booru style image platform. https://github.com/KohakuBlueleaf/HakuBooru [3] Danbooru2023: A Large-Scale Crowdsourced and Tagged Anime Illustration Dataset. https://huggingface.co/datasets/nyanko7/danbooru2023 [4] kohya-ss/sd-scripts. https://github.com/kohya-ss/sd-scripts [7] LyCORIS - Lora beYond Conventional methods, Other Rank adaptation Implementations for Stable diffusion. https://github.com/KohakuBlueleaf/LyCORIS/blob/main/docs/Algo-Details.md#lokr [8] TimDettmers/bitsandbytes - issue 659/152/227/262 - Wrong indented lines cause bugs for a long time. https://github.com/TimDettmers/bitsandbytes/issues/659 Resource: - Kohaku XL beta. https://civitai.com/models/162577/kohaku-xl-beta - Kohaku XL gamma. https://civitai.com/models/270291/kohaku-xl-gamma - Kohaku XL delta. https://civitai.com/models/332076/kohaku-xl-delta ----- License This model is released under "Fair-AI public license 1.0-SD" License Please refer to original License for more information: Freedom of Development (freedevproject.org) https://freedevproject.org/faipl-1.0-sd/

Description

FAQ

What is Kohaku-XL Epsilon?

Details

Files

Available On (15 platforms)