| --- |
| license: apache-2.0 |
| library_name: diffusers |
| pipeline_tag: text-to-image |
| base_model: |
| - RudySen/Krea2-Realism-Checkpoint |
| tags: |
| - krea2 |
| - text-to-image |
| --- |
| |
| # Krea2 Realism (diffusers transformer) |
|
|
| A diffusers-format copy of the transformer from [RudySen/Krea2-Realism-Checkpoint](https://huggingface.co/RudySen/Krea2-Realism-Checkpoint) (`Krea2Realism_V1.safetensors`), a realism finetune of [Krea 2 Turbo](https://huggingface.co/krea/Krea-2-Turbo) by **RudySen**. All credit for the model goes to RudySen and Krea. |
|
|
| The original FP8 ComfyUI file was dequantized (per-tensor `weight_scale`) to bfloat16 and renamed to the diffusers `Krea2Transformer2DModel` layout. No weights were retrained or merged. |
|
|
| This repo only holds the transformer. Use the text encoder, tokenizer, VAE and scheduler from Krea 2 Turbo. |
|
|
| ```python |
| import torch |
| from diffusers import Krea2Pipeline, Krea2Transformer2DModel |
| |
| transformer = Krea2Transformer2DModel.from_pretrained( |
| "mrfakename/Krea2-Realism-diffusers", subfolder="transformer", torch_dtype=torch.bfloat16 |
| ) |
| pipe = Krea2Pipeline.from_pretrained( |
| "krea/Krea-2-Turbo", transformer=transformer, torch_dtype=torch.bfloat16 |
| ).to("cuda") |
| |
| image = pipe( |
| "a candid street photo of an old man reading a newspaper at a cafe, soft morning light", |
| height=1792, width=1152, num_inference_steps=6, guidance_scale=0.0, |
| ).images[0] |
| ``` |
|
|
| Recommended settings from the original card: 6 steps (4 to 8), no CFG (`guidance_scale=0.0` in diffusers, CFG 1.0 in ComfyUI), about 2MP (for example 1152 × 1792). |
|
|
| Use of the base model is also subject to the [Krea 2 Community License](https://krea.ai/krea-2-licensing) and the [Krea Acceptable Use Policy](https://www.krea.ai/krea-2-use-policy). |
|
|
