threadguyflux-klein

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threadguyflux-klein

NOEMA — privacy-by-construction generative studio.
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FLUX.2 [klein] 4B conversion of ms2stationthis/threadguyflux (originally FLUX.1-dev). Trigger: "threadguy".

Trigger word: threadguy Retrained onto FLUX.2 [klein] 4B from ms2stationthis/threadguyflux (FLUX.1-dev).

Sample Outputs

Usage (Diffusers)

import torch
from diffusers import Flux2Pipeline

pipe = Flux2Pipeline.from_pretrained(
    "black-forest-labs/FLUX.2-klein-4B", torch_dtype=torch.bfloat16
).to("cuda")
pipe.load_lora_weights("noema-art/threadguyflux-klein")
image = pipe("threadguy, a character portrait", guidance_scale=4.0, num_inference_steps=25).images[0]
image.save("out.png")

Recommended Settings

Training Details

• Base: black-forest-labs/FLUX.2-klein-base-4B
• Steps: 4000 · Network: LoRA rank 32 / alpha 32
• Optimizer: adamw8bit, lr 1e-4 · Scheduler: flowmatch
• Resolution: 512, 768, 1024 (multi-res bucketed) · Precision: bf16 train / fp16 save

Reproduction

This repo includes the full dataset/ (20 image-caption pairs) and the exact config.yaml so the LoRA can be retrained as-is.

About

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