TL;DR: This is a DMD2 LoRA = use CFG 1 and 8-12 steps (even if i personally prefer 16 steps, that's still half of what i usually use and i get my pictures in 30s instead of 80s).This is my "personal" brand of the classic ANIMA Turbo LoRA, based on the <a target="_blank" rel="ugc" href="https://arxiv.org/abs/2405.14867">DMD2 </a>method.There is already several "Turbo" LORA for ANIMA:<ul><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/2560840/anima-turbo-lora">Anima Turbo LoRA</a></li><li><a target="_blank" rel="ugc" href="https://civarchive.com/models/2364703/rdbt-anima">RDBT Anima</a></li></ul>But interesting enough, <a target="_blank" rel="ugc" href="https://civarchive.com/user/polyx">someone </a>had the idea to make and test a LoRA using the original Cosmos-Predict2.5 architecture: <a target="_blank" rel="ugc" href="https://civarchive.com/models/2466415/cosmos-predict25-2b-base-distilled-extracted-dmd2-lora">https://civarchive.com/models/2466415/cosmos-predict25-2b-base-distilled-extracted-dmd2-lora</a>The main process was: extract (using SVD) a LoRA out of "<a target="_blank" rel="ugc" href="https://huggingface.co/nvidia/Cosmos-Predict2.5-2B/tree/main/base/distilled">Distilled Cosmos</a>" minus "<a target="_blank" rel="ugc" href="https://huggingface.co/nvidia/Cosmos-Predict2.5-2B/tree/main/base/pre-trained">Original Cosmos</a>" and test it on ANIMA... and it works! (even if some keys are refused because they changed shape in ANIMA). Below is a comparaison of what those bring to the table (RDBT is very close to the base Turbo and so was excluded).<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/82ed98cb-f7b3-440a-8f5c-d6c53c4b3d02/original=true/82ed98cb-f7b3-440a-8f5c-d6c53c4b3d02.jpeg" />Now, what is did is "stupid" = Merge those two 😁 (i left RDBT alone as sharing merge is forbidden).To do so, i re-keyed both LoRA and do a re-rank of the resulting merge (32/16 instead of 64/64+32/32). The ratio was 6/4.This way, i get more details but with a less saturated result.<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/f300a3ca-f89c-41c2-9b2f-e130f48aff39/original=true/f300a3ca-f89c-41c2-9b2f-e130f48aff39.jpeg" />And it works perfectly with <a target="_blank" rel="ugc" href="https://civarchive.com/models/2600825/narnima-personal-style-for-anima?modelVersionId=2937058">nArnima V2</a>:<img src="https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/3659d8ae-d338-42dc-8818-2fd1893f755d/original=true/3659d8ae-d338-42dc-8818-2fd1893f755d.jpeg" />Thanks for reading! 💖<hr />Legal<span style="background-color:rgb(26, 27, 30);color:rgb(141, 141, 143);font-family:-apple-system, BlinkMacSystemFont, &quot;Segoe UI&quot;, Roboto, Helvetica, Arial, sans-serif, &quot;Apple Color Emoji&quot;, &quot;Segoe UI Emoji&quot;;font-size:16px">The CircleStone Model is licensed by CircleStone Labs LLC under the CircleStone Non-Commercial License. Copyright CircleStone Labs LLC. IN NO EVENT SHALL CIRCLESTONE LABS LLC BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.

TURBO for ANIMA (less steps)

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