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Zaytron40k/
2511-style-transfer-semireal-v5

Name: 2511-style-transfer-semireal-v5
Availability: InStock

Qwen/Qwen-Image-Edit-2511

adapter

apache-2.0

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t01nstyle Edit-LoRA v5 for Qwen-Image-Edit-2511 (semireal-sketch, single control, native 1024)

Edit-mode style-transfer LoRA. Successor to 2511-style-transfer-semireal (v4) — same hyperparameters, new dataset: 204 target arts + 204 matching semireal-sketch controls + AI-generated detailed captions (Grok-4.20 vision).

Status: training complete (15 epochs).

Trigger: t01nstyle

Recommended checkpoint

Start with t01nstyle_edit2511_semireal_v5-000013.safetensors (minimum loss at epoch 13: 0.04870). A/B test against epochs +/- 2 by visual quality.

Per-epoch loss

epoch	loss
1	0.05660
2	0.05460
3	0.05220
4	0.05270
5	0.05310
6	0.05260
7	0.05000
8	0.05080
9	0.05200
10	0.05330
11	0.05130
12	0.05200
13	0.04870 (min)
14	0.04910
15	0.05170

Training

Tuner: musubi-tuner (kohya-ss), --model_version edit-2511 --edit_plus
Dataset: 204 art targets x 1 control set (semireal-sketch, native 1024) x 2 captioning modes = 408 effective pairs/epoch
Network dim/alpha: 32/32 with LoRA+ (loraplus_lr_ratio=2)
Target modules: ~840 (60 transformer blocks x 14 - full attention + MLP + img_mod.1 + txt_mod.1 via include_patterns)
Learning rate: 5e-5 (adamw8bit, constant_with_warmup, 200 warmup steps)
Timestep sampling: qwen_shift
Batch size: 4, control_resolution [1024, 1024] (native, no downscale)
15 epochs, 1680 total steps
Hardware: H100 SXM 80GB (bf16, sdpa)

Differences from v4

	v4	v5 (this run)
Targets	256 (same as v2/v3)	204 (new, curated)
Captions	manual/dual	Grok-4.20 vision auto-captioned
Control set	semireal-sketch	semireal-sketch (regenerated)
Steps/epoch	128	112
Total steps	1920	1680
Everything else	identical	identical

Inference

Pipeline: Qwen-Image-Edit-2511 with control image (semireal sketch)
LoRA scale: 1.0 to start
Sampler: FlowMatch / Euler, 25-40 steps, true CFG 4.0
Resolution: target ~1024^2, control 1024^2 (training resolution)

Dataset sample

See dataset_sample/ folder:

sample_target.jpeg — t01nstyle target
sample_control.jpeg — semireal sketch (control input)
sample_caption.txt — detailed caption with trigger

Zaytron40k/2511-style-transfer-semireal-v5