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freya-krea2-lora
Zaytron40k/freya-krea2-lora
freya-krea2-lora is a text-to-image model from Zaytron40k. Use it when you need an image from a text prompt.
Krea 2 character LoRA — trigger fr3ya woman. Trained on Krea 2 RAW, intended for inference on Krea 2 Turbo.
Access
Public
Updated Sep 8, 2026
Repo size
2.1 GB
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.safetensors2.1 GB · 100%
At a glance
- Task
- Text-to-Image
- Access
- Public
- Created
- Sep 8, 2026
- Updated
- Sep 8, 2026
- SHA
- 7f46b278
Base models
Model card
From the Hugging Face model README
freya-krea2-lora
Krea 2 character LoRA — trigger fr3ya woman. Trained on Krea 2 RAW, intended for inference on Krea 2 Turbo.
Status: ✅ training complete
Training configuration
| Field | Value |
|---|---|
| Base model (train) | krea/Krea-2-Raw (raw.safetensors, 12B DiT, undistilled) |
| Inference target | krea/Krea-2-Turbo (8-step distilled) — RAW-train / Turbo-infer |
| VAE | Qwen-Image VAE (qwen_image_vae.safetensors) |
| Text encoder | Qwen3-VL-4B (qwen3vl_4b_bf16.safetensors) |
| Trainer | Musubi Tuner (kohya-ss), networks.lora_krea2 |
| LoRA | rank/dim 24, alpha 24, all Linear layers of the DiT |
| Optimizer | adamw8bit, lr 1e-4 |
| Precision | bf16, gradient checkpointing, SDPA |
| Timestep sampling | krea2_shift (resolution-aware), weighting_scheme none |
| Trigger | fr3ya woman (skin + blonde hair (messy bun) + green eyes + face baked into the trigger; clothing + gold hoops described) |
| Dataset | 60 images + NL captions (Seedream, Western-animation style); white ribbed tank top + white pleated tennis skirt + gold hoops + pose/expression/framing/background described, identity in trigger. batch 1, 1024 multi-res buckets, num_repeats 2 |
| Schedule | 12 epochs = 1440 steps, save every 2 epochs, seed 42 |
| Hardware | 1x NVIDIA H100 80GB (RunPod, EU-NL-1, Musubi volume) |
Loss per checkpoint
avr_loss is a rolling average — flow-matching loss is near-flat, so use it as a sanity check and pick the best checkpoint visually.
| checkpoint | epoch | step | avr_loss |
|---|---|---|---|
-000002 | 2 | 240 | 0.0466 |
-000004 | 4 | 480 | 0.0425 |
-000006 | 6 | 720 | 0.0385 |
-000008 | 8 | 960 | 0.0427 |
-000010 | 10 | 1200 | 0.0403 |
| final | 12 | 1440 | 0.0378 |
min avr_loss 0.0311 · final 0.0378
Inference (Krea 2 Turbo, Musubi Tuner)
Prepend the trigger fr3ya woman to the prompt. Recommended: stack over the house style LoRA.
python src/musubi_tuner/krea2_generate_image.py \
"fr3ya woman, <scene>" \
--dit turbo.safetensors --vae qwen_image_vae.safetensors \
--text_encoder qwen3vl_4b_bf16.safetensors \
--steps 8 --guidance_scale 1 --mu 1.15 --width 1024 --height 1280 \
--attn_mode torch --lora_weight <checkpoint>.safetensors --lora_multiplier 1.0
Dataset samples
Representative image+caption pairs from the training set:
Freya-portrait-001-seedream.jpg
fr3ya woman, close-up shot, chin tilted down, direct sultry gaze into the camera, shoulders bare, wearing a white ribbed tank top with thin straps, gold hoop earrings, lips slightly parted, soft warm lighting, plain white background.
Freya-medium-001-seedream.jpg
fr3ya woman, medium-full shot, standing with both hands on her hips, wearing a white ribbed tank top and a white pleated tennis skirt, gold hoop earrings, a sultry parted-lip gaze directly at the camera, plain lavender background.
Auto-generated by training watchdog.
- Task
- Text-to-Image
- Created
- Sep 8, 2026
- Updated
- Sep 8, 2026