Sampling method DPM++ 2M SDE vs DPM++ 3M SDE with Schedule type Uniform vs Karras vs Exponential
Tags: beginners, tutorial, ai, learning
Published: 2024-05-18 20:06:57

<p style="margin-left:0px;">Sampling method DPM++ 2M SDE vs DPM++ 3M SDE with Schedule type Uniform vs Karras vs Exponential — I think winner is DPM++ 3M SDE Uniform — Tested on fairly overtrained DreamBooth RealVisXL V4.0 based SDXL model</p>
<p style="margin-left:0px;">I wanted to the test newest Sampling method and Schedule types</p>
<p style="margin-left:0px;">I think my new favorite is DPM++ 3M SDE Uniform</p>
<p style="margin-left:0px;">The tests are concluded on a fairly overtrained RealVisXL V4.0 based Kohya DreamBooth model</p>
<p style="margin-left:0px;">Kohya recently made some changes so my older LR values are now causing overtraining. But I wanted to see how well the model can follow my prompts even though being overtrained</p>
<p style="margin-left:0px;">Please let me know which one you think best</p>
<p style="margin-left:0px;">Not cherry picked results</p>
<p style="margin-left:0px;">40 steps and 7 CFG used</p>
<p style="margin-left:0px;">After Detailer (ADetailer) is used with 70 steps, prompt: “photo of ohwx man” , 0.5 denoise</p>
<p style="margin-left:0px;">One example full metadata (only this one has negative prompt others don’t)</p>
<blockquote>
    <p style="margin-left:0px;"><i>muscular photo of ohwx man wearing an amazing elven steel with gold robe over it full body full pant armor in a garden in ancient rome empire, hd, hdr, uhd, 2k, 4k</i><br><i>Negative prompt: nipples , nipple</i><br><i>Steps: 40, Sampler: DPM++ 2M SDE, Schedule type: Uniform, CFG scale: 7, Seed: 2129378110, Size: 1024x1024, Model hash: d4ca40b15c, Model: 15_may_L2_snr_8e_6, ADetailer model: face_yolov8n.pt, ADetailer prompt: photo of ohwx man, ADetailer confidence: 0.3, ADetailer mask only top k largest: 1, ADetailer dilate erode: 4, ADetailer mask blur: 4, ADetailer denoising strength: 0.5, ADetailer inpaint only masked: True, ADetailer inpaint padding: 32, ADetailer use separate steps: True, ADetailer steps: 70, ADetailer version: 24.4.2, Version: v1.9.3</i></p>
</blockquote>
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