GMANSKI●Try it free

Academy

The hard parts, written down.

Short courses built from real failures: every lesson starts with a broken render and ends with the setting that fixed it. First lessons are free; the rest come with Pro.

Beginner

Krea 2, photoreal

Sampler, scheduler and checkpoint choices that decide whether skin looks photographed or painted — and how to tell at a glance.

  1. Why your Krea 2 renders have speckles (and the two fixes)free
  2. RAW + turbo vs community checkpointssoon
  3. Prompting for light, lens and filmsoon
  4. No logos, no emblems: prompts at CFG 1soon
  5. Face detail without the plastic looksoon
Intermediate

Characters that stay themselves

From one generated face to a consistent person across hundreds of pictures: datasets, training, the character library and bulk swaps.

  1. Building a dataset from one facesoon
  2. Training a Krea 2 LoRA that generalisessoon
  3. Reference photo vs LoRA: when to use whichsoon
  4. Bulk swaps: denoise is the only knobsoon
  5. Letting a router pick the LoRAssoon
Advanced

Video on one GPU

MiniMax H3 for motion and identity, LTX 2.5 for resolution — and how to push minutes, not seconds, through a 48 GB card.

  1. H3 stills: five frames, keep the secondsoon
  2. Reference-to-video without background bleedsoon
  3. Upscaling long clips in overlapping chunkssoon
  4. Keeping audio in sync when you stitchsoon