我最近发现了一个猜想并进行了验证。一个完整的模型必定存在两个元素，一个是风格元素，另一个是基础元素。目前我还没发现这个现象被公布，当然你也可以尝试解答这些现象。
I recently discovered a conjecture and conducted verification. A complete model must have two elements, one is the style element, and the other is the basic element. I have not found this phenomenon published yet, but of course, you can also try to explain these phenomena.
Description
步骤太多了，总之建议调高数值
There are too many steps, in short, it is recommended to increase the numerical value.
{ "sd_merge_models": { "8d7d6bc48b526d8925b9074c2f47f57fd7483040c3c7de0bba4bc88ee92a2809": { "name": "1混合_3高适用性_画风元素_6-16提纯测试8.fp16", "legacy_hash": "805fdec8" }, "e734559de92ad4ad1ce21802e561fdaed4f11fc8767e2e821971e592e3dc5796": { "name": "6-27解析-24.fp16", "legacy_hash": "f4bf06d6" } }, "format": "pt", "sd_merge_recipe": { "type": "sd-webui-supermerger", "weights_alpha": null, "weights_beta": null, "weights_alpha_orig": null, "weights_beta_orig": null, "model_a": "8d7d6bc48b526d8925b9074c2f47f57fd7483040c3c7de0bba4bc88ee92a2809", "model_b": "e734559de92ad4ad1ce21802e561fdaed4f11fc8767e2e821971e592e3dc5796", "model_c": "8d7d6bc48b526d8925b9074c2f47f57fd7483040c3c7de0bba4bc88ee92a2809", "base_alpha": 0.725, "base_beta": 0.02, "mode": "Add difference", "mbw": false, "elemental_merge": "", "calcmode": "trainDifference", "Off": [ "" ] } }
{ "sd_merge_models": { "f3e6c98e0143333b4b74c6e8d027577128126b8fb2ccfcf0b8c909447b11e072": { "name": "6-27解析-25.fp16", "legacy_hash": "5776ebdb" }, "9d893468624d68a7a30c1c1cf0d40527973faa0c93ac38dd8c275cf373b2d2d3": { "name": "1混合_5连接之力_6-2附加测试3.fp16", "legacy_hash": "5041375d" } }, "format": "pt", "sd_merge_recipe": { "type": "sd-webui-supermerger", "weights_alpha": null, "weights_beta": null, "weights_alpha_orig": null, "weights_beta_orig": null, "model_a": "f3e6c98e0143333b4b74c6e8d027577128126b8fb2ccfcf0b8c909447b11e072", "model_b": "9d893468624d68a7a30c1c1cf0d40527973faa0c93ac38dd8c275cf373b2d2d3", "model_c": "f3e6c98e0143333b4b74c6e8d027577128126b8fb2ccfcf0b8c909447b11e072", "base_alpha": 0.1, "base_beta": 0.02, "mode": "Add difference", "mbw": false, "elemental_merge": "", "calcmode": "trainDifference", "Off": [ "" ] } }
FAQ
Comments (6)
Literally no idea what you're trying to achieve here, chief
I think Op meant that there's certain layers which control the style ex: Furry, anime, 2.5d and the basic element which is just the rest of the model's capabilities.
@Masterjp123 but we know this since 2022 when we started doing the model merges with WBM, no?
I just want to clarify that this type of model actually condenses a large amount of information and therefore cannot generate images. It can only be used as a mixed material. And this model is a style information model that I extracted, and its manifestation is the tone in the image.
This type of model will significantly affect the performance of the model during mixing. I think Lora will also have this phenomenon.
@sunsmilechuan268 so a LoRA?...