DeepFloyd IF By Stability AI - Is It Stable Diffusion XL or Version 3? We Review and Show How To Use
I review new amazing model DeepFloyd IF-I-XL by Stability AI and show how you can use it on a free Kaggle notebook step by step. #DeepFloyd IF is claimed to be the most advanced image generative model out there, with an FID-30K score of 6.66, beating DALL·E 2, Imagen, Parti & more.
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https://www.youtube.com/playlist?list=PL_pbwdIyffsnkay6X91BWb9rrfLATUMr3
Playlist of #StableDiffusion Tutorials, Automatic1111 and Google Colab Guides, DreamBooth, Textual Inversion / Embedding, LoRA, AI Upscaling, Pix2Pix, Img2Img ⤵️
https://www.youtube.com/playlist?list=PL_pbwdIyffsmclLl0O144nQRnezKlNdx3
DeepFloyd IF GitHub repo ⤵️
https://github.com/deep-floyd/IF
DeepFloyd IF Official Website ⤵️
https://deepfloyd.ai/
DeepFloyd IF Kaggle NoteBook ⤵️
https://www.kaggle.com/furkangozukara/deepfloyd-if-4-3b-generator-of-pictures-video-vers
Generate your Hugging Face token ⤵️
https://huggingface.co/settings/tokens
DeepFloyd IF License Agreement To Accept ⤵️
https://huggingface.co/DeepFloyd/IF-I-XL-v1.0
Improved Kaggle Notebook file ⤵️
https://www.patreon.com/posts/enhanced-if-file-82253574
Kandinsky 2.1 Tutorial ⤵️
https://youtu.be/dYt9xJ7dnpU
0:00 Introduction to Stability AI DeepFloyd IF
0:29 How DeepFloyd IF is built and how does it work
0:51 Architecture of the DeepFloyd IF model
1:10 What makes DeepFloyd IF model better
1:55 Strongest part of DeepFloyd IF
2:17 Comparison between DeepFloyd IF and other models
3:16 More detailed architecture of DeepFloyd IF
3:39 Minimum requirements to use DeepFloyd IF
4:18 How to register a free Kaggle account
4:35 How to use DeepFloyd IF on a free Kaggle notebook step by step
5:23 How to contact Kaggle support to activate your Kaggle account for GPU usage
5:40 Other Kaggle notebook settings
5:50 Start Kaggle session and installation
7:50 How to get your Hugging Face token
9:07 How to accept DeepFloyd IF license agreement
9:41 Continuing the installation of the DeepFloyd IF libraries on Kaggle
11:09 Starting image generation with DeepFloyd IF
12:55 Seeing the first ourselves generated images by DeepFloyd IF
14:45 Where is saved generated images
15:15 DeepFloyd IF vs SD 1.5 Custom Model Rev Animated comparison
16:05 DeepFloyd IF vs Kandinsky 2.1 comparison
16:18 DeepFloyd IF vs Stable Diffusion 1.5 base model comparison
16:39 DeepFloyd IF vs Stable Diffusion 2.1 768px base model comparison
16:46 Text generation performance comparison of DeepFloyd IF with other models
17:16 How to disable IF watermark from generated images
17:43 Results of text written image generation
18:35 DeepFloyd IF vs other models text generation comparison
19:19 Experiments of 4 different prompts
20:45 How to download all of the images as a zip file. Utilize ChatGPT to get the code
22:00 Examples provided on DeepFloyd AI and testing them
22:16 How to generate multiple different images with same prompt by using random seeds
24:07 How to delete all generated images in the runtime folder of Kaggle
25:37 How to used downloaded enhanced Kaggle notebook
IF-I-XL-v1.0
DeepFloyd-IF is a pixel-based text-to-image triple-cascaded diffusion model, that can generate pictures with new state-of-the-art for #photorealism and language understanding. The result is a highly efficient model that outperforms current state-of-the-art models, achieving a zero-shot FID-30K score of 6.66 on the COCO dataset.
Developed by: DeepFloyd, StabilityAI
Model type: pixel-based text-to-image cascaded diffusion model
Cascade Stage: I
Num Parameters: 4.3B
Language(s): primarily English and, to a lesser extent, other Romance languages
License: DeepFloyd IF License Agreement
Model Description: DeepFloyd-IF is modular composed of frozen text mode and three pixel cascaded diffusion modules, each designed to generate images of increasing resolution: 64x64, 256x256, and 1024x1024. All stages of the model utilize a frozen text encoder based on the T5 transformer to extract text embeddings, which are then fed into a UNet architecture enhanced with cross-attention and attention-pooling
Training Data:
1.2B text-image pairs (based on LAION-A and few additional internal datasets)
Test/Valid parts of datasets are not used at any cascade and stage of training. Valid part of COCO helps to demonstrate "online" loss behaviour during training (to catch incident and other problems), but dataset is never used for train.
Training Procedure: IF-I-XL-v1.0 is a pixel-based diffusion cascade which uses T5-Encoder embeddings (hidden states) to generate 64px image. During training,
thumbnail by twitter @artimindArt
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Genera TEXTOS dentro de las IMÁGENES con I.A GRATIS | TUTORIAL DEEP FLOYD IF
En este video conocerás un modelo de IA capaz de incluir texto dentro de la imagen generada. Esta herramienta de IA llamada DEEP FLOYD IF de Stability AI.creador de STABBLE DIFUSSION. DEEP FLOYD IF es un modelo de texto a imagen capaz de integrar de manera inteligente texto en la imagen DEEP FLOYD IF utiliza un modelo de lenguaje T5-XXL-1.1 como codificador de texto.Una tarea que hasta ahora era muy difícil para otras IA de generación texto a imágenes .DEEP FLOYD IF entre otras cosas es capaz de dibujar letras dentro de las imágenes que genera. ★Links Importantes ----- ★ Podrás acceder a DEEP FLOYD IF de forma Gratuita en el siguiente enlace: 👉https://huggingface.co/spaces/DeepFloyd/IF Informacion sobre la Herramienta DEEP FLOYD IF 👉https://deepfloyd.ai/ 👉https://stability.ai/blog/deepfloyd-if-text-to-image-model PROMPTS USADOS PARA LOS EJEMPLOS EN EL TUTORIAL Gorra de béisbol violeta con texto color amarillo y mi nombre bordado 👉a photo of a violet baseball cap with yellow text: "Jonathan". 50mm lens, photo realism, cine lens. violet baseball cap says "Jonathan". reflections, render. yellow stitch text "Jonathan" Tejido bordado a crochet de león para bebe con mi nombre bordado 👉an embroidered fabric with the text "jonathan" and a cute embroidered baby lion face Ciudad futurista estilo cyberpunk ,luces de neón con un cartel que diga "DEEP FLOYD IF " 👉photograph of a futuristic,cyberpunk,dark city with neon lights,on top of a building there is an advertising billboard with the text "DEEP FLOYD IF" in phosphorescent purple,realistic,cinema lighting,rain Portada de libro Ciudad futurista estilo cyberpunk ,luces de neón con un cartel que diga "DEEP FLOYD IF " 👉a photo of a book with a cover of a futuristic city a dark city with neon lights,cyberpunk, On the cover of the book a purple text that said:"DEEP FLOYD IF",50mm lens,photo realism,cine lens,render,white background Mujer blanca de anime realista sosteniendo una pistola robocop sosteniendo un letrero de neón con el texto que dice "SUMA SKILLS" 👉Cyberpunk city setting. Realistic anime white woman holding a robocop gun holding a neon sign with text that reads"DEEP FLOYD",a professional photo MARCA DE TIEMPO: 0:00:00Introducción:¿Que es DEEP FLOYD IF? y como Genera TEXTOS dentro de las IMÁGENES 0:02:01Conociendo la interfaz de DEEP FLOYD IF 00:03:16EJEMPLO 1-Gorra de béisbol violeta con texto color amarillo y mi nombre bordado 00:06:48EJEMPLO 2-Tejido bordado a crochet de león para bebe con mi nombre bordado 00:07:55EJEMPLO 3-Ciudad futurista estilo cyberpunk ,luces de neón con un cartel que diga "DEEP FLOYD IF " 00:09:20EJEMPLO 4-Portada de libro Ciudad futurista estilo cyberpunk ,luces de neón con un cartel que diga "DEEP FLOYD IF " 00:10:53EJEMPLO 5-Letras hechas con dulces en un plato que dice "hola" 00:11:27EJEMPLO 6-Mujer blanca de anime realista sosteniendo una pistola robocop sosteniendo un letrero de neón con el texto que dice "SUMA SKILLS" 00:15:00Conclusiones y recomendaciones finales ------------------------------------------------------------------------------------------------------------------ #inteligenciaartificial #IA #deepfloydif SUSCRIBETE A MI CANAL ES GRATIS Y OBTENDRAS MUCHOS BENEFICIOS • Y mucho mas… CORREO:sumaskillsoficial@gmail.com /////////////////////////////////////////////////////////////////////// ●SITIO WEB BLOG:https://jonathancanales-digital.blogspot.com/ Más información en mis redes sociales: ● Facebook: https://www.facebook.com/sumaskills ● Twitter: https://twitter.com/SkillsSuma ● Instagram: https://www.instagram.com/sumaskillsoficial/
DeepFloyd IF By Stability AI - Is It Stable Diffusion XL or Version 3? We Review and Show How To Use
I review new amazing model DeepFloyd IF-I-XL by Stability AI and show how you can use it on a free Kaggle notebook step by step. #DeepFloyd IF is claimed to be the most advanced image generative model out there, with an FID-30K score of 6.66, beating DALL·E 2, Imagen, Parti & more. Our Discord server ⤵️ https://bit.ly/SECoursesDiscord If I have been of assistance to you and you would like to show your support for my work, please consider becoming a patron on 🥰 ⤵️ https://www.patreon.com/SECourses Technology & Science: News, Tips, Tutorials, Tricks, Best Applications, Guides, Reviews ⤵️ https://www.youtube.com/playlist?list=PL_pbwdIyffsnkay6X91BWb9rrfLATUMr3 Playlist of #StableDiffusion Tutorials, Automatic1111 and Google Colab Guides, DreamBooth, Textual Inversion / Embedding, LoRA, AI Upscaling, Pix2Pix, Img2Img ⤵️ https://www.youtube.com/playlist?list=PL_pbwdIyffsmclLl0O144nQRnezKlNdx3 DeepFloyd IF GitHub repo ⤵️ https://github.com/deep-floyd/IF DeepFloyd IF Official Website ⤵️ https://deepfloyd.ai/ DeepFloyd IF Kaggle NoteBook ⤵️ https://www.kaggle.com/furkangozukara/deepfloyd-if-4-3b-generator-of-pictures-video-vers Generate your Hugging Face token ⤵️ https://huggingface.co/settings/tokens DeepFloyd IF License Agreement To Accept ⤵️ https://huggingface.co/DeepFloyd/IF-I-XL-v1.0 Improved Kaggle Notebook file ⤵️ https://www.patreon.com/posts/enhanced-if-file-82253574 Kandinsky 2.1 Tutorial ⤵️ https://youtu.be/dYt9xJ7dnpU 0:00 Introduction to Stability AI DeepFloyd IF 0:29 How DeepFloyd IF is built and how does it work 0:51 Architecture of the DeepFloyd IF model 1:10 What makes DeepFloyd IF model better 1:55 Strongest part of DeepFloyd IF 2:17 Comparison between DeepFloyd IF and other models 3:16 More detailed architecture of DeepFloyd IF 3:39 Minimum requirements to use DeepFloyd IF 4:18 How to register a free Kaggle account 4:35 How to use DeepFloyd IF on a free Kaggle notebook step by step 5:23 How to contact Kaggle support to activate your Kaggle account for GPU usage 5:40 Other Kaggle notebook settings 5:50 Start Kaggle session and installation 7:50 How to get your Hugging Face token 9:07 How to accept DeepFloyd IF license agreement 9:41 Continuing the installation of the DeepFloyd IF libraries on Kaggle 11:09 Starting image generation with DeepFloyd IF 12:55 Seeing the first ourselves generated images by DeepFloyd IF 14:45 Where is saved generated images 15:15 DeepFloyd IF vs SD 1.5 Custom Model Rev Animated comparison 16:05 DeepFloyd IF vs Kandinsky 2.1 comparison 16:18 DeepFloyd IF vs Stable Diffusion 1.5 base model comparison 16:39 DeepFloyd IF vs Stable Diffusion 2.1 768px base model comparison 16:46 Text generation performance comparison of DeepFloyd IF with other models 17:16 How to disable IF watermark from generated images 17:43 Results of text written image generation 18:35 DeepFloyd IF vs other models text generation comparison 19:19 Experiments of 4 different prompts 20:45 How to download all of the images as a zip file. Utilize ChatGPT to get the code 22:00 Examples provided on DeepFloyd AI and testing them 22:16 How to generate multiple different images with same prompt by using random seeds 24:07 How to delete all generated images in the runtime folder of Kaggle 25:37 How to used downloaded enhanced Kaggle notebook IF-I-XL-v1.0 DeepFloyd-IF is a pixel-based text-to-image triple-cascaded diffusion model, that can generate pictures with new state-of-the-art for #photorealism and language understanding. The result is a highly efficient model that outperforms current state-of-the-art models, achieving a zero-shot FID-30K score of 6.66 on the COCO dataset. Developed by: DeepFloyd, StabilityAI Model type: pixel-based text-to-image cascaded diffusion model Cascade Stage: I Num Parameters: 4.3B Language(s): primarily English and, to a lesser extent, other Romance languages License: DeepFloyd IF License Agreement Model Description: DeepFloyd-IF is modular composed of frozen text mode and three pixel cascaded diffusion modules, each designed to generate images of increasing resolution: 64x64, 256x256, and 1024x1024. All stages of the model utilize a frozen text encoder based on the T5 transformer to extract text embeddings, which are then fed into a UNet architecture enhanced with cross-attention and attention-pooling Training Data: 1.2B text-image pairs (based on LAION-A and few additional internal datasets) Test/Valid parts of datasets are not used at any cascade and stage of training. Valid part of COCO helps to demonstrate "online" loss behaviour during training (to catch incident and other problems), but dataset is never used for train. Training Procedure: IF-I-XL-v1.0 is a pixel-based diffusion cascade which uses T5-Encoder embeddings (hidden states) to generate 64px image. During training, thumbnail by twitter @artimindArt
AIイラスト作成ツールDeepFloyd IFの解説！ついに”文字”のイラスト作成可能に。Midjourneyを超えるポテンシャル！
AIイラスト作成ツールDeepFloyd IFの解説！ついに”文字”のイラスト作成可能に。Midjourneyを超えるポテンシャル！ 他にもAI情報を随時アップロードしていくのでよろしくお願いいたします。 DeepFloyd IF ホームページ https://deepfloyd.ai/deepfloyd-if stability ai 記事 https://ja.stability.ai/blog/deepfloyd-if-text-to-image-model Github https://github.com/deep-floyd discord https://discord.com/invite/TpBQ4fqThB hugging face https://huggingface.co/spaces/DeepFloyd/IF AIツール30選 https://youtu.be/j4Yc2wpRYt0 Gen-1で動画作成 https://youtu.be/e2VmMe-FeeM ChatGPT-4でスペースインベーダーが10分で出来た！ https://youtu.be/USjoBY1CD3o AIを使って簡単に絵本を作る方法 https://youtu.be/MynhxfBJjpI AIで漫画を作る方法 https://youtu.be/YqMLQH3dNCI 無料で使えるAIイラスト作成ツール https://youtu.be/wa8--lpRoN4 ▼チャンネル登録まだの方は登録お願いします！ @AItaro61 ▼公式LINE@はこちら(個別相談・お仕事のご依頼・コンサル受付中) https://lin.ee/CwFLuZm ▼Midjourneyのdiscordサーバー作りました！初心者の方大歓迎です。 https://discord.gg/HrVmxCdxwH ▼NoteでMidjourneyのプロンプト集販売してます https://note.com/soraretaro ▼Twitterはこちら @bataro123_ai 0:00 はじめに 0:26 DeepFloyd IFとは？ 3:49 githubで使用 5:06 他のツールとの比較 6:08 DeepFloyd IFのイラスト #AI #AIツール #AIイラスト
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