<h1 id="krea-2-turbo-8-step-distillation-lora-(svd-extract)">Krea-2 Turbo 8-Step Distillation LoRA (SVD Extract)</h1>Post-hoc LoRA adapters extracted from the weight delta between <a target="_blank" rel="ugc" href="https://huggingface.co/krea/Krea-2-Turbo">krea/Krea-2-Turbo</a> and <a target="_blank" rel="ugc" href="https://huggingface.co/krea/Krea-2-Raw">krea/Krea-2-Raw</a>.For each 2D weight matrix in the Krea-2 transformer, we compute <code>ΔW = W_turbo − W_raw</code> and factor it with truncated SVD (<code>torch.svd_lowrank</code>, q=256) into low-rank <code>lora_A</code> / <code>lora_B</code> pairs. The goal is to approximate turbo behavior on the Raw base model without swapping the full 24 GB checkpoint.Experimental. This is not an official Krea release. Distillation is not purely low-rank, and turbo inference also depends on scheduler settings (8 steps, CFG=0-1, mu≈1.15).<h2 id="files-in-this-project">Files in this project</h2><code>krea2_turbo_distill_r64.safetensors</code>64~0.47 GBSmallest; rougher fit<code>krea2_turbo_distill_r128.safetensors</code>128~0.94 GBRecommended starting point<code>krea2_turbo_distill_r256.safetensors</code>256~1.87 GBClosest fit; largest file<h2 id="visual-comparison-gallery">Visual comparison gallery</h2>Side-by-side rank comparisons on Krea-2 Raw with turbo distill LoRA at 8 steps, CFG 0, mu 1.15. Each grid shows the prompt and metadata (top-left), then Rank 256, Rank 128, and Rank 64 outputs for the same seed and settings.<h3></h3>Rocket Launch Exhaust · 9:16<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/01_rocket_launch_exhaust.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/01_rocket_launch_exhaust.webp" alt="01. Rocket Launch Exhaust (9:16)" /></a>Designer Toy Figure · 1:1<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/02_designer_toy_figure.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/02_designer_toy_figure.webp" alt="02. Designer Toy Figure (1:1)" /></a>Vintage Analog Collage · 5:4<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/03_vintage_analog_collage.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/03_vintage_analog_collage.webp" alt="03. Vintage Analog Collage (5:4)" /></a>Anime Portrait Smile · 3:4<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/04_anime_portrait_smile.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/04_anime_portrait_smile.webp" alt="04. Anime Portrait Smile (3:4)" /></a>Ocean Wading Illustration · 9:21<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/05_ocean_wading_illustration.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/05_ocean_wading_illustration.webp" alt="05. Ocean Wading Illustration (9:21)" /></a><h3 id="light-spill">Light Spill</h3>Tree and Dog Landscape · 16:9<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/06_tree_and_dog_landscape.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/06_tree_and_dog_landscape.webp" alt="06. Tree and Dog Landscape (16:9)" /></a>Portrait with Lilies · 4:5<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/07_portrait_with_lilies.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/07_portrait_with_lilies.webp" alt="07. Portrait with Lilies (4:5)" /></a>Harvest Mouse Macro · 3:2<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/08_harvest_mouse_macro.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/08_harvest_mouse_macro.webp" alt="08. Harvest Mouse Macro (3:2)" /></a>Sailor Girl Motion · 2:3<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/09_sailor_girl_motion.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/09_sailor_girl_motion.webp" alt="09. Sailor Girl Motion (2:3)" /></a>Coastal Convertible Sunset · 4:3<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/10_coastal_convertible_sunset.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/10_coastal_convertible_sunset.webp" alt="10. Coastal Convertible Sunset (4:3)" /></a><h3 id="split-spectrum">Split Spectrum</h3>Stone Guardian Ruin · 9:16<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/11_stone_guardian_ruin.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/11_stone_guardian_ruin.webp" alt="11. Stone Guardian Ruin (9:16)" /></a>Jungle Fox Tapestry · 21:9<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/12_jungle_fox_tapestry.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/12_jungle_fox_tapestry.webp" alt="12. Jungle Fox Tapestry (21:9)" /></a>Retro Chrome Spaceface · 16:9<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/13_retro_chrome_spaceface.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/13_retro_chrome_spaceface.webp" alt="13. Retro Chrome Spaceface (16:9)" /></a>Gold Ribbon Portrait · 2:3<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/14_gold_ribbon_portrait.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/14_gold_ribbon_portrait.webp" alt="14. Gold Ribbon Portrait (2:3)" /></a>Menacing Jester Fantasy · 1:1<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/15_menacing_jester_fantasy.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/15_menacing_jester_fantasy.webp" alt="15. Menacing Jester Fantasy (1:1)" /></a><h3 id="analog-echo">Analog Echo</h3>Fashion Editorial Crimson · 4:5<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/16_fashion_editorial_crimson.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/16_fashion_editorial_crimson.webp" alt="16. Fashion Editorial Crimson (4:5)" /></a>Ink Faces Landscape · 3:4<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/17_ink_faces_landscape.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/17_ink_faces_landscape.webp" alt="17. Ink Faces Landscape (3:4)" /></a>Vintage Anime Crowd · 3:2<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/18_vintage_anime_crowd.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/18_vintage_anime_crowd.webp" alt="18. Vintage Anime Crowd (3:2)" /></a>Windy Anime Portrait · 4:3<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/19_windy_anime_portrait.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/19_windy_anime_portrait.webp" alt="19. Windy Anime Portrait (4:3)" /></a>Moody Close-Up Portrait · 1:1<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/20_moody_close_up_portrait.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/20_moody_close_up_portrait.webp" alt="20. Moody Close-Up Portrait (1:1)" /></a><h3 id="signal-grid">Signal Grid</h3>Turbo Distill Keynote Hero · 3:4<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/21_turbo_distill_keynote_hero.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/21_turbo_distill_keynote_hero.webp" alt="21. Turbo Distill Keynote Hero (3:4)" /></a>Rank Ladder Laboratory · 3:4<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/22_rank_ladder_laboratory.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/22_rank_ladder_laboratory.webp" alt="22. Rank Ladder Laboratory (3:4)" /></a>Eight-Step Horizon · 3:4<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/23_eight_step_horizon.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/23_eight_step_horizon.webp" alt="23. Eight-Step Horizon (3:4)" /></a>Neural Condenser Array · 3:4<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/24_neural_condenser_array.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/24_neural_condenser_array.webp" alt="24. Neural Condenser Array (3:4)" /></a>Raw Versus Turbo Split · 3:4<a target="_blank" rel="ugc" href="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/blob/main/gallery/25_raw_versus_turbo_split.webp"><img src="https://huggingface.co/TheDivergentAI/krea2-turbo-distill-lora/resolve/main/gallery/25_raw_versus_turbo_split.webp" alt="25. Raw Versus Turbo Split (3:4)" /></a><h2 id="how-to-use">How to use</h2><ol><li>Load the Krea-2-Raw transformer (not Turbo) with <a target="_blank" rel="ugc" href="https://github.com/comfy-org/comfyui">ComfyUI</a> or HuggingFace diffusers.</li><li>Apply one of the LoRA files above on the diffusion transformer.</li><li>Generate with turbo-style settings:<ul><li>Steps: 8</li><li>CFG / guidance scale: 0-1</li><li>Timestep shift mu: 1.15 (recommended for turbo)</li></ul></li></ol>Start with <code>krea2_turbo_distill_r128.safetensors</code>. Use r256 if you need a tighter weight approximation; use r64 only if VRAM or file size is constrained.<h3 id="key-format">Key format</h3>Keys follow the ComfyUI Krea2 LoRA convention:<pre><code>diffusion_model.blocks.0.attn.wq.lora_A.weight
diffusion_model.blocks.0.attn.wq.lora_B.weight
</code></pre>LoRA alpha equals rank (64, 128, or 256 respectively).<h2 id="caveats">Caveats</h2><ul><li>Approximation, not identity. These adapters recover part of the Raw→Turbo weight shift; they do not guarantee pixel-level parity with native Turbo.</li><li>Scheduler matters. Turbo expects few-step, CFG-free sampling. Match turbo settings when evaluating.</li><li>Official Krea workflow. Krea recommends training LoRAs on Raw and running them on Turbo. These adapters explore making Raw behave more like Turbo via an extracted weight delta.</li></ul><h2 id="method">Method</h2><ul><li>SVD low-rank extraction on <code>(W_turbo − W_raw)</code> per 2D layer</li><li>Source checkpoints: <a target="_blank" rel="ugc" href="https://huggingface.co/krea/Krea-2-Raw">krea/Krea-2-Raw</a>, <a target="_blank" rel="ugc" href="https://huggingface.co/krea/Krea-2-Turbo">krea/Krea-2-Turbo</a></li></ul><h2 id="license">License</h2>These adapters are derived from Krea-2 weights and inherit the <a target="_blank" rel="ugc" href="https://huggingface.co/krea/Krea-2-Turbo/blob/main/LICENSE.pdf">Krea-2 community license</a>. See Krea licensing for commercial use terms.<h2 id="citation">Citation</h2>If you use Krea-2, please cite the Krea team:<pre><code>@misc{krea-2-2026,
 author = {Sangwu Lee and Erwann Millon and Le Zhuo and others},
 title = {{Krea 2}},
 year = {2026},
 howpublished = {\url{https://www.krea.ai/blog/krea-2-technical-report}}
}
</code></pre>Base models:<ul><li><a target="_blank" rel="ugc" href="https://huggingface.co/krea/Krea-2-Raw">krea/Krea-2-Raw</a></li><li><a target="_blank" rel="ugc" href="https://huggingface.co/krea/Krea-2-Turbo">krea/Krea-2-Turbo</a></li></ul>

Krea-2 Turbo 8-Step Distillation LoRA (SVD Extract)

<ul><li><code>krea2_turbo_distill_r64.safetensors |</code>64~0.47 GB | Smallest; rougher</li><li><code>krea2_turbo_distill_r128.safetensors |</code>128~0.94 GB | Recommended starting point</li><li><code>krea2_turbo_distill_r256.safetensors |</code>256~1.87 GB | Closest fit; largest file</li></ul>

Files with SHA256: 8f8a1d084a20363269a907413ab627dfbfdfbb0add831a7ce87a89ad1a333931