wowsuch ai
Live

Black Forest LabsModel

FLUX 3 Image Klein

FLUX 3 Image Klein is a 5.6B-parameter open-weights model for text-to-image generation and image editing. It accepts a prompt and up to 10 reference images, and supports bounding-box guidance and text rendering in generated images.

What it does

Use it to generate images from text, edit reference images, and create multi-reference compositions.

Availability
Publicly accessible repository; accept conditions and share Hugging Face information to access files
Pricing model
Not stated
Deployment
Self-hosting; ComfyUI files provided
Privacy
Not established
Licence
FLUX Kommunity License v.1.0; non-commercial use, with a commercial-output exception for Qualifying Users subject to terms
Capability
image generation
Modality
textimage
Access
open weights
Deployment
on-premises
Pricing
unknown
Target user
developercreator

Evidence

7 claims
  • The repository includes BF16, FP8, and NVFP4 transformer variants. [1]
    This repository includes the BF16 transformer and FP8 and NVFP4 variants, together with the Qwen3-VL-4B-Instruct text encoder and image autoencoder.
    Black Forest Labs. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The model supports text-to-image generation, single-reference editing, and multi-reference generation. [2]
    Text-to-image, single-reference edits and multi-reference compositions run through the same model, with Qwen3-VL-4B-Instruct as the text encoder.
    Black Forest Labs. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • It takes up to 10 reference images. [2] [3]
    It takes a prompt and up to 10 reference images and returns one image.
    Black Forest Labs. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • Bounding boxes guide placement and scale but do not constrain pixels to a hard mask. [2]
    Boxes guide placement and scale; they do not constrain pixels to a hard mask.
    Black Forest Labs. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The repository provides distilled BF16, int8, and NVFP4 checkpoints for ComfyUI. [2]
    This repository holds the model files repackaged for ComfyUI : the distilled and base transformers in BF16, int8 and NVFP4, the text encoder in BF16 and int8, the prompt upsampler in BF16, int8 and w4a8, and the image autoencoder.
    Black Forest Labs. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The distilled checkpoint is described as suitable for generation, editing, and self-hosting. [2]
    generation and editing, self-hosting; the checkpoint behind the BFL API
    Black Forest Labs. Quoted text is outside CC BY 4.0 and keeps its original rights.
  • The model is intended to use a prompt upsampler; short prompts produce generic output. [2]
    Always run a prompt upsampler, ours or your own LLM: the model takes full scene captions (framing, subject, background, lighting), and a short prompt sent as typed gives generic output.
    Black Forest Labs. Quoted text is outside CC BY 4.0 and keeps its original rights.

Sources

3
1
Black Forest LabsOwner-controlled
https://huggingface.co/black-forest-labs/flux-3-image-klein-base Retrieved 2026-10-29 01:10 UTC
Verified
2
Black Forest LabsOwner-controlled
https://huggingface.co/black-forest-labs/flux-3-image-klein-comfy Retrieved 2026-10-29 01:10 UTC
Verified
3
Black Forest LabsOwner-controlled
https://bfl.ai/blog/flux-3-image-klein Retrieved 2026-10-29 01:10 UTC
Verified

Versions

37
VersionEffectiveChangeChanged fieldsState
372026-10-29 01:10 UTCmaterial changeavailability, deploymentCurrent
362026-10-29 01:10 UTCmaterial changecapability, availability, deploymentCurrent
352026-10-29 01:10 UTCmaterial changemodality, access, deployment, availability, deploymentCurrent
342026-10-27 00:54 UTCmaterial changeavailabilityCurrent
332026-10-27 00:54 UTCmaterial changecapability, availability, deploymentCurrent
322026-10-27 00:54 UTCmaterial changeaccess, deployment, availability, deploymentCurrent
312026-10-26 00:04 UTCmaterial changeavailability, pricing model, deploymentCurrent
302026-10-26 00:04 UTCmaterial changecapability, availability, deploymentCurrent
292026-10-26 00:04 UTCmaterial changeaccess, deployment, availability, deploymentCurrent
282026-10-25 00:02 UTCmaterial changeaccess, deployment, availability, deploymentCurrent
272026-10-25 00:02 UTCmaterial changecapability, access, deployment, availability, deploymentCurrent
262026-10-24 23:29 UTCmaterial changeaccess, deployment, availability, deploymentCurrent
252026-10-24 00:20 UTCmaterial changeaccess, availability, deploymentCurrent
242026-10-24 00:20 UTCmaterial changecapability, availability, deploymentCurrent
232026-10-24 00:20 UTCmaterial changeaccess, deployment, availability, deploymentCurrent
222026-10-23 00:00 UTCmaterial changeavailability, deploymentCurrent
212026-10-23 00:00 UTCmaterial changecapability, availability, deploymentCurrent
202026-10-23 00:00 UTCmaterial changeaccess, deployment, availability, deploymentCurrent
192026-10-21 11:08 UTCmaterial changemodality, access, availability, deploymentCurrent
182026-10-21 11:08 UTCmaterial changecapability, modality, access, availability, deploymentCurrent
172026-10-21 11:08 UTCmaterial changemodality, access, availability, deploymentCurrent
162026-10-20 12:04 UTCmaterial changemodality, access, availability, pricing model, deploymentCurrent
152026-10-20 12:04 UTCmaterial changecapability, availability, deploymentCurrent
142026-10-20 12:04 UTCmaterial changemodality, access, deployment, availability, deploymentCurrent
132026-10-19 12:55 UTCmaterial changeavailability, deploymentCurrent
122026-10-19 12:55 UTCmaterial changecapability, access, availability, deploymentCurrent
112026-10-19 12:55 UTCmaterial changeaccess, deployment, availability, deploymentCurrent
102026-10-18 13:53 UTCmaterial changeavailability, deploymentCurrent
92026-10-18 13:53 UTCmaterial changecapability, access, availability, deploymentCurrent
82026-10-18 13:53 UTCmaterial changemodality, access, deployment, availability, deploymentCurrent
72026-10-17 14:45 UTCmaterial changeaccess, availability, deploymentCurrent
62026-10-17 14:45 UTCmaterial changecapability, access, availability, deploymentCurrent
52026-10-17 14:45 UTCmaterial changemodality, access, deployment, availability, deploymentCurrent
42026-10-16 15:38 UTCmaterial changemodality, access, deployment, availability, deploymentCurrent
32026-10-16 15:38 UTCmaterial changecapability, modality, access, deployment, availability, deploymentCurrent
22026-10-16 15:38 UTCmaterial changemodality, access, availability, deploymentCurrent
12026-10-15 16:31 UTCpublicationNoneCurrent

Open in the catalog

Original catalog content is licensed under CC BY 4.0, attributed to wowsuchai. Source quotations and linked content keep their original rights.