ما المهام التي يمكن أن يساعد فيها Krea 2 image generation [ar]؟

توليد الصورة; PNG images generated through the full Krea 2 Raw open-weight checkpoint [ar]; General high-aesthetic text-to-image generations, product concepts, editorial visuals, and broad creative drafts [ar]; Prompt, canvas size, full Krea 2 Raw reference settings, seed, and 1-4 candidates [ar]; Generate 2K image concepts from natural-language prompts [ar]; Use Raw defaults for practical high-quality inference [ar]

ما النماذج والكلمات المفتاحية المرتبطة بـ Krea 2 image generation [ar]؟

Krea 2 Raw, krea/Krea-2-Raw, krea-ai/krea-2, Krea 2 open-source release, Krea 2 prompting guide, Ideogram 4, Ideogram 4 tool, ideogram-ai/ideogram-4-nf4

Krea 2 image generation [ar] · TelkNet

توليد الصورةعبء العمل GPU

Krea 2 image generation [ar]

Q: لمن يناسب Krea 2 image generation [ar]؟

توليد الصورة PNG images generated through the full Krea 2 Raw open-weight checkpoint [ar]

General high-aesthetic text-to-image generations, product concepts, editorial visuals, and broad creative drafts [ar]

PNG images generated through the full Krea 2 Raw open-weight checkpoint [ar]

أرصدة/استخدام 1-176موجه النصالثواني المقدرة بـ 300-5400

الإدخال

Prompt, canvas size, full Krea 2 Raw reference settings, seed, and 1-4 candidates [ar]

الإخراج

PNG images generated through the full Krea 2 Raw open-weight checkpoint [ar]

الأفضل ل

General high-aesthetic text-to-image generations, product concepts, editorial visuals, and broad creative drafts [ar]

النماذج والمعلمات والمصادر

Krea 2 generates images from natural-language prompts. TelkNet runs the full Krea 2 Raw checkpoint with official reference settings. [ar]

Krea 2 Raw

Krea 2 Raw is the undistilled checkpoint intended for reference-quality generation and post-training work. [ar]

krea/Krea-2-Raw krea-ai/krea-2 Krea 2 open-source release Krea 2 prompting guide

Raw is the undistilled base and is not the recommended fast inference checkpoint. [ar]
Official Raw sample settings use 52 steps and CFG 3.5 at 1024px in the model card examples. [ar]
The release describes a 12B dense DiT with Qwen Image VAE and Qwen3-VL text encoder components. [ar]
Krea 2 Raw is an open-weight release under the Krea community license. [ar]
The official prompting guide recommends natural-language prompts, detailed composition, and quoting rendered text. [ar]

مقارنة النموذج

نموذج

الدور

لماذا يتم استخدامه

تأثير الإخراج

نموذجKrea 2 Raw

krea/Krea-2-Raw

الدورHeavier reference path [ar]

لماذا يتم استخدامهUseful when you want the undistilled checkpoint behavior or a fine-tuning-style reference baseline. [ar]

تأثير الإخراجPNG image candidates from the Raw checkpoint with higher default step count. [ar]

نموذجIdeogram 4

Ideogram 4 tool ideogram-ai/ideogram-4-nf4

الدورTypography and design comparison [ar]

لماذا يتم استخدامهIdeogram 4 can be better for exact text rendering, logo-like layouts, and poster typography. [ar]

تأثير الإخراجUse the quick link when visible text is more important than general image Elo. [ar]

الملاحظات الورقية والمرجعية

Krea 2

GitHub release - 2026

The Krea 2 repository documents the Raw open-weight checkpoint, inference guidance, and local usage. [ar]

krea-ai/krea-2

Krea 2 open-source release

Krea release page - 2026

The Krea release page describes the Raw open-weight release and architecture components. [ar]

Release page

الرسمية / المستودعات

krea/Krea-2-Raw krea-ai/krea-2 Krea 2 open-source release Krea 2 prompting guide

الأوراق / الملاحظات الفنية

لم يتم إدراج أي رابط ورقي عام؛ استخدم الريبو الرسمي أو تنفيذ وقت التشغيل كمصدر.

دليل المعلمة

Prompt: natural-language description; quote any text that should appear in the image. [ar]
Width: 256-2048px, in multiples of 16. [ar]
Height: 256-2048px, in multiples of 16, with aspect ratio from 1:6 to 6:1. [ar]
Steps: blank uses 52 for full Krea 2 Raw. [ar]
CFG: blank uses 3.5 for full Krea 2 Raw. [ar]
Mu: blank leaves full Krea 2 Raw without an explicit mu override. [ar]
Seed: 0 uses TelkNet's stable automatic seed; click the dice for a random explicit seed. [ar]

حالات الاستخدام

Generate 2K image concepts from natural-language prompts [ar]
Use Raw defaults for practical high-quality inference [ar]
Switch to Ideogram 4 when typography or exact poster text is the priority [ar]

سير العمل

1Write a natural-language prompt and choose a supported canvas size [ar]
2Use the full Krea 2 Raw checkpoint with reference-quality defaults [ar]
3Download every generated PNG from the completed task [ar]

قائمة التحقق قبل الرحلة

Put visible text in quotes and describe layout plainly [ar]
Leave steps, CFG, and mu blank unless you need an explicit override [ar]
Credits are recalculated from pixels, variant, steps, and candidate count [ar]

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