> For the complete documentation index, see [llms.txt](https://docs.clore.ai/llms.txt). Markdown versions of documentation pages are available by appending `.md` to page URLs; this page is available as [Markdown](https://docs.clore.ai/guides/guides_v2-fr/generation-dimages/image-generation.md).

# Aperçu

Générez des images avec des modèles d'IA sur les GPU de CLORE.AI.

## Outils et interfaces

| Outil                                                                                       | Description                                      | Difficulté |
| ------------------------------------------------------------------------------------------- | ------------------------------------------------ | ---------- |
| [FLUX.1](/guides/guides_v2-fr/generation-dimages/flux.md)                                   | Meilleure qualité, rendu du texte                | Moyen      |
| [FLUX.2 Klein](/guides/guides_v2-fr/generation-dimages/flux2-klein.md)                      | Génération d'images en moins d'une seconde       | Moyen      |
| [Stable Diffusion WebUI](/guides/guides_v2-fr/generation-dimages/stable-diffusion-webui.md) | Interface classique riche en fonctionnalités     | Facile     |
| [Stable Diffusion WebUI Forge](/guides/guides_v2-fr/generation-dimages/sd-webui-forge.md)   | Variante WebUI optimisée                         | Facile     |
| [Stable Diffusion 3.5](/guides/guides_v2-fr/generation-dimages/stable-diffusion-3-5.md)     | Modèle open de pointe                            | Moyen      |
| [ComfyUI](/guides/guides_v2-fr/generation-dimages/comfyui.md)                               | Flux de travail basés sur des nœuds              | Moyen      |
| [Fooocus](/guides/guides_v2-fr/generation-dimages/fooocus-simple-sd.md)                     | Interface Simple pour Stable Diffusion           | Facile     |
| [InvokeAI](/guides/guides_v2-fr/generation-dimages/invokeai.md)                             | Interface professionnelle de génération d'images | Moyen      |
| [PixArt](/guides/guides_v2-fr/generation-dimages/pixart-image-gen.md)                       | Génération rapide basée sur DiT                  | Moyen      |
| [HunyuanImage 3.0](/guides/guides_v2-fr/generation-dimages/hunyuan-image3.md)               | Génération et édition unifiées                   | Moyen      |
| [SDXL Turbo & LCM](/guides/guides_v2-fr/generation-dimages/sdxl-turbo.md)                   | Modèles d'inférence rapides                      | Facile     |

## Recommandations GPU

| Modèle | VRAM minimale | Recommandé |
| ------ | ------------- | ---------- |
| SD 1.5 | 4 Go          | 8 Go+      |
| SDXL   | 8 Go          | 12 Go+     |
| FLUX.1 | 12 Go         | 24 Go+     |
| SD 3.5 | 16 Go         | 24 Go+     |

## Conseils

* Utilisez **Spot** ordres pour la génération par lots
* Activez xFormers/Flash Attention pour la rapidité
* Commencez par des modèles plus petits pour tester les invites

## Guides associés

* [Traitement d'image](/guides/guides_v2-fr/traitement-dimages/image-processing.md) - Suréchantillonnage, restauration
* [ControlNet](/guides/guides_v2-fr/traitement-dimages/controlnet-advanced.md) - Génération guidée
* [Entraînement](/guides/guides_v2-fr/entrainement/training.md) - Entraîner des modèles personnalisés


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