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Better Pony Diffusion V6 For SD 1.5

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1.9k
26
Verified:
SafeTensor
Type
Checkpoint Trained
Stats
141
Reviews
Published
Jun 29, 2024
Base Model
SD 1.5
Training
Steps: 49,020
Epochs: 200
Usage Tips
Clip Skip: 1
Hash
AutoV2
8A1799853F

This is the SD 1.5 version of Pony V6 fine-tuned at native 1024px on ~5000 hand-selected images (some of them borrowed from my Zootvision model's datasets). Each image was captioned both with Florence-2 Large "More Detailed Mode" rich captions and also Booru tags from WD-VIT-V3. Use this the same way you'd use Pony V6 SD 1.5 normally, and just uh, enjoy the pretty objectively better overall aesthetics.

Important notes:

  • in A111, use Clip Skip 1 (NOT 2) and in Comfy just do not use the "Clip Set Last Layer" at all, with this

  • DO NOT use any VAE besides the one that is baked into the checkpoint, it will fry the image

  • You will probably get worse results from weird "in between" resolutions like 720x1280 than you will from standard ones like 768x1024 and 832x1216

Basic positive prompt: score_9, source_whatever, rating_whatever, your tags or natural language description here.

Basic negative prompt: score_3_up, score_4_up, score_5_up, sketch, (simple background:1.2).

Recommended steps / sampler CFG: typically Euler Ancestral at CFG 7.0 with around 25 - 35 steps is a good starting place. The DPM++ SDE GPU family of samplers can also be good with this at lower CFG (4.0 - 5.0) if you're going for realism in particular.

Generating at 512x512 is NOT recommended, as this model was originally trained by AstraliteHeart at 768px, and my additional training was entirely done at 1024px.