Flux 2 with LoRA support so you can lock in a character, style, or product across generations.
The best image results come from specific composition, style, and lighting language. Be explicit about what should be in frame and what should feel dominant.
Best results start with a precise subject, composition, and style direction.
Flux 2 LoRA on Pixio is Black Forest Labs' Flux 2 text-to-image with custom LoRA support: attach your own LoRAs (characters, styles, products) for consistent identity across generations. Use it when you need Flux 2 quality with LoRA-driven character or style consistency.
Flux 2 LoRA on Pixio is Black Forest Labs' Flux 2 text-to-image with custom LoRA support: attach your own LoRAs (characters, styles, products) for consistent identity across generations. Use it when you need Flux 2 quality with LoRA-driven character or style consistency.
| Mode | Input | Best for |
|---|---|---|
| Text to Image (with LoRA) | Prompt + LoRA(s) | Scenes with consistent character, style, or product from LoRA |
| Option | Values | Notes |
|---|---|---|
| LoRA | Your attached LoRA(s) | Character, style, or product; check Pixio for how to attach |
| Aspect ratio | 1:1, 16:9, 9:16 (check Pixio) | Match deliverable |
| Credits | Plan-based | Check model card in Pixio |
Credits are plan-based; check the model card in Pixio for your plan and cost per image.
[Scene/action] + [Composition] + [Lighting] + [Style]. The LoRA defines character or style; the prompt defines the scene and composition. Be specific about pose, setting, and mood.
"Same character standing in a rainy city street at night. Neon reflections. Cinematic, moody."
"Forest path in autumn. Golden hour. Same painterly style as LoRA. Peaceful."
"Product on white marble surface. Soft studio lighting. Minimalist, high-end."
"Same character sitting in a café with a book. Natural lighting. Coherent identity."
| Scenario | Best choice |
|---|---|
| Flux 2 text-to-image with LoRA | Flux 2 LoRA |
| Flux 2 LoRA editing | Flux 2 LoRA Edit |
| Flux 1 with LoRA | Flux Dev |
| Flux 2 without LoRA | Flux 2 Turbo, Flux 2 Pro |
| Multi-reference (no LoRA) | Runway Gen-4 References-to-Image |
Tell the model what should dominate the frame first.
Use lighting language early; it changes everything downstream.
When editing, describe what stays, not just what changes.
References help when continuity matters more than novelty.
A strong image prompt defines the subject, composition, lighting, and finish instead of leaving them implied.
Use precise visual language to control subject, composition, lighting, and style from the start.
Preserve the useful parts of the image while steering the rest with masks, references, or prompt edits.
Bring in reference images or LoRAs when consistency is more important than exploration.
Flux 2 LoRA is strongest when the visual brief is specific about framing, style, and what should read first.
Use it for campaign images, product shots, subject consistency, or polished concept work.
When editing, say exactly what changes and what must remain untouched.
Lock the subject, composition, and lighting direction before you chase style nuance.
Use references or edits when the same subject, style, or layout has to survive across versions.
Once the frame works, refine only the weak areas instead of rewriting the whole composition.
Finish strong compositions by scaling them without rebuilding the frame from scratch.
Use editing tools after the initial generation when the composition is right but the details still need polish.
