Kroma v0.2: Krea 2 Full-Model Fine-Tune for ComfyUI

ComfyUI Wikinews

Lodestones releases Kroma v0.2 as a full Krea 2 fine-tuned checkpoint instead of a LoRA, with base and turbo files plus community INT8 quants for ComfyUI.

Lodestones released Kroma v0.2 on August 9, and it changes the packaging completely: Kroma is no longer a LoRA. v0.2 is distributed as a full Krea 2 fine-tuned checkpoint, available in both base and Turbo variants on Hugging Face.

Krea 2 sample outputs showcase

What changed from v0.1

Kroma v0.1 shipped as a rank-256 LoRA with fine-tuned norm/modulation weight deltas that had to be loaded on top of a Krea 2 checkpoint. v0.2 retires that packaging:

  • Full model, no base required — drop the LoraLoader from your workflow and load kroma-v0.2-turbo.safetensors as a normal diffusion model.
  • More training — v0.2 continues fine-tuning beyond v0.1, without the LoRA delta compression.
  • Turbo built in — the Krea 2 Turbo delta is merged in as a rank-512 LoRA, so one file gives fine-tuned quality at Turbo speed.
  • Two variants: kroma-v0.2-base.safetensors (~51.3 GB) and kroma-v0.2-turbo.safetensors (~25.6 GB).
Kroma v0.1Kroma v0.2
PackagingLoRA + .diff deltasFull checkpoint
Base model neededYes (Krea 2)No
Variants1 LoRA (+2 RL)base / turbo
Turbo speedvia Krea 2 Turbo basemerged rank-512 LoRA

Community quants are already available: Silveroxides Kroma-Quant ships INT8 convrot variants (~14 GB) and BF16 base-to-turbo conversions, plus a civitai INT8 convrot release for ComfyUI.

How to use Kroma v0.2 in ComfyUI

The fine-tune uses the standard Krea 2 stack, so it works with ComfyUI's native Krea 2 support:

  1. Put kroma-v0.2-turbo.safetensors in ComfyUI/models/diffusion_models/
  2. Load the Krea 2 text encoder (Qwen3-VL, 12 layers) with a CLIPLoader set to type krea2
  3. Load the Krea 2 VAE
  4. Sample with the Turbo settings the checkpoint was distilled for:
SettingValue
Steps8–12
Guidance (CFG)1.0 – 1.5
Shift (mu)1.15

Availability

Kroma v0.2 is available now on Hugging Face (kroma-v0.2-base.safetensors and kroma-v0.2-turbo.safetensors). The release was announced on Reddit on August 9, with the Silveroxides INT8 quants linked from the thread.

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Kroma v0.2: Krea 2 Full-Model Fine-Tune for ComfyUI | ComfyUI Wiki