| --- |
| license: apache-2.0 |
| base_model: black-forest-labs/FLUX.2-klein-base-4B |
| base_model_relation: adapter |
| pipeline_tag: text-to-image |
| tags: [text-to-image, lora, diffusers, flux2, klein, flowmatch, noema] |
| instance_prompt: "threadguy" |
| training_steps: 4000 |
| network_type: lora |
| library_name: ai-toolkit |
| widget: |
| - text: "threadguy, This is a photograph of a young threadguy taking a selfie in a modern, minimalist bedroom. Threadguy stands…" |
| output: |
| url: samples/sample_000.jpg |
| - text: "threadguy, This is a photograph of a young threadguy standing in a modern, well-lit room, taking a selfie in front of a…" |
| output: |
| url: samples/sample_001.jpg |
| - text: "threadguy, The image is a photograph featuring a young threadguy standing in an indoor setting, likely a room or studio…" |
| output: |
| url: samples/sample_002.jpg |
| - text: "threadguy, The image is a photograph featuring a young threadguy with a distinct, somewhat disheveled hairstyle. His ha…" |
| output: |
| url: samples/sample_003.jpg |
| --- |
| |
| <p align="center"><a href="https://noema.art"><img src="https://huggingface.co/noema-art/noema-brand/resolve/main/noema-banner.png" alt="NOEMA — run this model privately at noema.art" width="100%"></a></p> |
|
|
| # threadguyflux-klein |
|
|
| > **NOEMA** — privacy-by-construction generative studio. |
| > Run this model privately at **[noema.art](https://noema.art)** · no email · pay anonymously. |
|
|
| 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](https://huggingface.co/ms2stationthis/threadguyflux) (FLUX.1-dev)._ |
|
|
| ## Sample Outputs |
|
|
| |  |  | |
| |:---:|:---:| |
| | *threadguy, This is a photograph of a young threadguy taking a selfie in a modern, minimal…* | *threadguy, This is a photograph of a young threadguy standing in a modern, well-lit room,…* | |
| |  |  | |
| |:---:|:---:| |
| | *threadguy, The image is a photograph featuring a young threadguy standing in an indoor se…* | *threadguy, The image is a photograph featuring a young threadguy with a distinct, somewha…* | |
|
|
| ## Usage (Diffusers) |
|
|
| ```python |
| 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 |
|
|
| | LoRA strength | Guidance | Steps | Resolution | |
| |---|---|---|---| |
| | 0.8–1.0 | 4.0 | 25 | 1024×1024 | |
|
|
| ## 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 |
|
|
| **NOEMA** is a privacy-by-construction generative studio. Run this model — and the rest of the catalogue — privately at **[noema.art](https://noema.art)**: no email to start, pay anonymously, go fully private anytime. |
|
|
| <sub>NOEMA · a complete studio, completely private · <a href="https://noema.art">noema.art</a></sub> |
|
|
