vicc (@viccpoes)

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vicc

@viccpoes

Jan 22

YES!

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Krea

@krea_ai

Jan 22

introducing Realtime Edit. now, like with Nano Banana, you can edit images with complex instructions in real time. join the beta 👇

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Ostris

@ostrisai

Jul 4

Just pushed support in AI Toolkit to train @krea_ai Krea2 with reference images. In my testing, it learns edit concepts just as fast as an actual edit model would. More in 🧵

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Ingi Erlingsson 🪄

@ingi_erlingsson

Jul 4

loons 🎈 IMG: @krea_ai 2 -> Qwen Image Edit -> @thesystms INFL8 LoRA MOV: @Alibaba_Wan 2.2 I2V T2V Vace -> @thesystms melt/transition/INFL8 LoRAs TimeSlice MP3: @suno EXE: @ComfyUI

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Ingi Erlingsson 🪄

@ingi_erlingsson

Jul 3

Jungle Vision™ @krea_ai 🦍 @ComfyUI 🦍 @AdobeAE 🦍 @thesystms 🦍 @Alibaba_Wan 🦍 @suno

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NYRE

@sleenyre

Jul 3

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Tinker

@tinkerapi

Jul 2

Training image models requires a surprising amount of Tinkering: prototyping reward models, training a prompt expander, and creating the RL environment. We love the creativity from @krea_ai!

Krea

@krea_ai

Jun 23

our technical report is out. deep dive on the data, architecture, and training techniques used to create Krea 2. krea.ai/blog/krea-2-technica…

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Krea

@krea_ai

Jul 2

thanks to the Thinking Machines team, we used Tinker to prototype our reward models and train the prompt expander via RL. for more information, read the full technical report on the data, architecture, and training behind Krea 2 👇

Tinker

@tinkerapi

Jul 2

Training image models requires a surprising amount of Tinkering: prototyping reward models, training a prompt expander, and creating the RL environment. We love the creativity from @krea_ai!

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Ingi Erlingsson 🪄

@ingi_erlingsson

Jul 2

My first go at training a style LoRA on @krea_ai 2 with @ostrisai AI Toolkit and hoooooly shit it's a good model to train! Animated in @ComfyUI with Wan 2.2 I2V T2V Vace with a melting LoRA I've been working on 💦

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Kevin Li

@curiouskid423

Jun 26

Excited to see that @krea_ai shipped UniFusion design with Krea 2! More frontier models now recognize that multimodal semantics are never encoded in just a single layer. In the paper we showed that not only is Layerwise Attention Pooling better than all other conditioning methods, VLM hidden layers are perfectly capable of *reconstructing* images, thereby enabling editing without VAE inputs whatsoever. Glad to see UniFusion proven effective at scale. Congrats to @viccpoes and team, it’s a great model 🚀

Krea

@krea_ai

Jun 23

today, we release the open weights of Krea 2. welcome Krea 2 Raw and Krea 2 Turbo, an undistilled model from mid-training meant to be fine-tuned, and a fast distilled version with a wide aesthetic diversity. read the details below 👇

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NYRE

@sleenyre

Jun 23

Spend a lot of time writing this over the past week. If you want juicy details on our training stack and infra. Go read it! krea.ai/blog/krea-2-technica…

Krea 2 Technical Report

Technical report for Krea 2 (K2), our open-weights text-to-image foundation models for creative exploration. Release includes K2 Raw and K2 Turbo open weights.

krea.ai

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Linoy Tsaban

@linoy_tsaban

Jun 23

Krea 2 [officially] landed on the hub and its really good🔥 2 checkpoints a LoRA collection 1) Pretrained Raw: ideal for fine-tuning 2) Distilled Turbo: ideal for inference (w/ loras too!), fast & high quality Coming with day-0 diffusers support LoRA training and inference 🧨 👇 huggingface.co/krea/Krea-2-R… huggingface.co/krea/Krea-2-T…

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rob - comfyui

@hellorob

Jun 25

Krea 2 trained a style I couldn't get into any other model. Midjourney included. It's about time an open source model got there. I've been sitting on this dataset forever. It's of full-page plates from an early-1900s book of watercolor illustrations (via Public Domain Review). The texture and faded tonal gradients with soft bleeding edges tripped up every model I tried... none could get the aesthetic right with decent prompt adherence. Krea 2 nailed it.

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Ostris

@ostrisai

Jun 23

Ostris AI Toolkit has day 0 support for training LoRAs on Krea 2. The model has beautiful aesthetics and finetunes very well. 🧵

Krea

@krea_ai

Jun 23

today, we release the open weights of Krea 2. welcome Krea 2 Raw and Krea 2 Turbo, an undistilled model from mid-training meant to be fine-tuned, and a fast distilled version with a wide aesthetic diversity. read the details below 👇

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Kohya Tech

@kohya_tech

Jun 23

Musubi TunerでKrea 2をday 0サポートしました。H2D only block swapとの組み合わせでほぼ速度低下なく12GB VRAMから学習可能です。またトークン順の最適化、flash attentionのGQAネイティブ対応などで高速化を図りました。ドキュメントはこちら：github.com/kohya-ss/musubi-t…

musubi-tuner/docs/krea2.md at main · kohya-ss/musubi-tuner

Contribute to kohya-ss/musubi-tuner development by creating an account on GitHub.

github.com

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Ingi Erlingsson 🪄

@ingi_erlingsson

Jun 25

I've had this idea for a technique in my head for a while so I thought I'd give it a shot - the goal is to take depth-based slices of different pieces footage and merge them together somehow Could be a fun one to explore some more

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Ostris

@ostrisai

Jun 24

I made a training adapter for @krea_ai Krea2 Turbo that will allow you to train a LoRA on the turbo model directly without breaking down the distillation. This works the same way as my Z-Image turbo adapter.

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nic

@nicdunz

Jun 24

krea 2 turbo

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vicc

@viccpoes

Jun 24

btw we're hiring

Krea

@krea_ai

Jun 23

today, we release the open weights of Krea 2. welcome Krea 2 Raw and Krea 2 Turbo, an undistilled model from mid-training meant to be fine-tuned, and a fast distilled version with a wide aesthetic diversity. read the details below 👇

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Krea

@krea_ai

Jun 23

today, we release the open weights of Krea 2. welcome Krea 2 Raw and Krea 2 Turbo, an undistilled model from mid-training meant to be fine-tuned, and a fast distilled version with a wide aesthetic diversity. read the details below 👇

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Nucleus☕️

@EsotericCofe

Jun 23

if you want to help train SoTA text to image models you should apply to krea btw

Krea

@krea_ai

Jun 23

today, we release the open weights of Krea 2. welcome Krea 2 Raw and Krea 2 Turbo, an undistilled model from mid-training meant to be fine-tuned, and a fast distilled version with a wide aesthetic diversity. read the details below 👇

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vicc

@viccpoes

Jun 23

must read

NYRE

@sleenyre

Jun 23

Spend a lot of time writing this over the past week. If you want juicy details on our training stack and infra. Go read it! krea.ai/blog/krea-2-technica…

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