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I'm playing around with generative AI tools and stitching them together into visual stories. Here I took the first few sentences of Pride and Prejudice and made it into a video. The gen stack used for this one: - Anthropic Claude took the first chapter, generated the scenes and...

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Andrej Karpathy

4,345,955 subscribers

610,937 просмотров • 2 лет назад •via X (Twitter)

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Комментарии: 10

Фото профиля Andrej Karpathy
Andrej Karpathy2 лет назад

Tried Runway Gen-3 now that they support image prompting. A lot better results on this scene. Dam this is fun. Now if I just tweak the prompt a little more and roll the dice again...

Фото профиля near
near2 лет назад

@AnthropicAI and just like that, an entire new genre of youtube videos was created from a single tweet

Фото профиля illusion diffusion
illusion diffusion2 лет назад

@AnthropicAI 1. stable diffusion checkpoint/lora from @HelloCivitaior or @midjourney 2. @runwayml gen 3 or @KlingAIOfficial for image-to-vid 3. @elevenlabsio for voiceover/soundfx/folly 4. @sudo_ai or @udiomusic for bg music 5. non ai/premiere text overlay (no logo)

Фото профиля Andrej Karpathy
Andrej Karpathy2 лет назад

@AnthropicAI @midjourney @runwayml @KlingAIOfficial @elevenlabsio @sudo_ai @udiomusic doh I totally forgot background music fail 🤦‍♂️

Фото профиля Felix Wang
Felix Wang2 лет назад

@AnthropicAI Hey Andrej! I'm working on this exact problem: building an AI-native tool that integrates various models (LLMs, image, video, audio models) to help folks tell stories. Here's a video I made (the tool is at

Фото профиля Michael Kuliasov
Michael Kuliasov2 лет назад

@AnthropicAI Tried similar thing a bit earlier too

Фото профиля Andrej Karpathy
Andrej Karpathy2 лет назад

@AnthropicAI Very cool!!

Фото профиля AshutoshShrivastava
AshutoshShrivastava2 лет назад

@AnthropicAI Andrej try out Gen-3.

Фото профиля Andrej Karpathy
Andrej Karpathy2 лет назад

@AnthropicAI I'm trying! People seem to be getting really good results with it but I can't quite get that myself so far. It's kind of ignoring my instructions and generating videos that look way too modern, or just wrong or unrelated. I'll keep trying because the consistency is really great.

Фото профиля Dave Lee
Dave Lee2 лет назад

@AnthropicAI Yeah it's a big opportunity.

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August 1, 2024: The Music Video Fun hack just stitching up gen AI tools :), in this case to create a music video for today. - copy paste the entire WSJ front page into Claude - ask it to generate multiple scenes and give visual descriptions for them - copy paste scene descriptions into image generator (Ideogram here) - copy paste generated images into Runway Gen 3 Alpha to make each image into a 10-second video - ask Claude to generate lyrics that depict that day - copy paste lyrics into Suno to generate music - stitch things up in iMovie :D :D :D
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August 1, 2024: The Music Video Fun hack just stitching up gen AI tools :), in this case to create a music video for today. - copy paste the entire WSJ front page into Claude - ask it to generate multiple scenes and give visual descriptions for them - copy paste scene descriptions into image generator (Ideogram here) - copy paste generated images into Runway Gen 3 Alpha to make each image into a 10-second video - ask Claude to generate lyrics that depict that day - copy paste lyrics into Suno to generate music - stitch things up in iMovie :D :D :D

Andrej Karpathy

418,075 просмотров • 2 лет назад

This is probably the most complex workflow I’ve ever built, only with open-source tools. It took my 4 days. It takes four inputs: author, title, and style; and generates a full visual animated story in one click in ComfyUI . I worked on it for four days. There are still some bugs, but here’s the first preview. Here’s a quick breakdown: - The four inputs are sent to LLMs with precise instructions to generate: first, prompts for images and image modifications; second, prompts for animations; third, prompts for generating music. - All voices are generated from the text and timed precisely, as they determine the length of each animation segment. - The first image and video are generated to serve as the title, but also as the guide for all other images created for the video. - Titles and subtitles are also added automatically in Comfy. - I also developed a lot of custom nodes for minor frame calculations, mostly to match audio and video. - The full system is a large loop that, for each line of text, generates an image and then a video from that image. The loop was the hardest part to build in this workflow, so it can process either a 20-second video or a 2-minute video with the same input. - There are multiple combinations of LLMs that try to understand the text in the best way to provide the best prompts for images and video. - The final video is assembled entirely within ComfyUI. - The music is generated based on the LLM output and matches the exact timing of the full animation. - Done! For reference, this workflow uses a lot of models and only works on an RTX 6000 Pro with plenty of RAM. My goal is not to replace humans, as I’ll try to explain later, this workflow is highly controlled and can be adapted or reworked at any point by real artists! My aim was to create a tool that can animate text in one go, allowing the AI some freedom while keeping a strict flow. I don’t know yet how I’ll share this workflow with people, I still need to polish it properly, but maybe through Patreon. Anyway, I hope you enjoy my research, and let’s always keep pushing further! :)
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This is probably the most complex workflow I’ve ever built, only with open-source tools. It took my 4 days. It takes four inputs: author, title, and style; and generates a full visual animated story in one click in ComfyUI . I worked on it for four days. There are still some bugs, but here’s the first preview. Here’s a quick breakdown: - The four inputs are sent to LLMs with precise instructions to generate: first, prompts for images and image modifications; second, prompts for animations; third, prompts for generating music. - All voices are generated from the text and timed precisely, as they determine the length of each animation segment. - The first image and video are generated to serve as the title, but also as the guide for all other images created for the video. - Titles and subtitles are also added automatically in Comfy. - I also developed a lot of custom nodes for minor frame calculations, mostly to match audio and video. - The full system is a large loop that, for each line of text, generates an image and then a video from that image. The loop was the hardest part to build in this workflow, so it can process either a 20-second video or a 2-minute video with the same input. - There are multiple combinations of LLMs that try to understand the text in the best way to provide the best prompts for images and video. - The final video is assembled entirely within ComfyUI. - The music is generated based on the LLM output and matches the exact timing of the full animation. - Done! For reference, this workflow uses a lot of models and only works on an RTX 6000 Pro with plenty of RAM. My goal is not to replace humans, as I’ll try to explain later, this workflow is highly controlled and can be adapted or reworked at any point by real artists! My aim was to create a tool that can animate text in one go, allowing the AI some freedom while keeping a strict flow. I don’t know yet how I’ll share this workflow with people, I still need to polish it properly, but maybe through Patreon. Anyway, I hope you enjoy my research, and let’s always keep pushing further! :)

Lovis Odin

58,950 просмотров • 1 год назад

Instead of watching 1 hour of Netflix today, watch this Stanford lecture by ex-GoogleBrain & OpenAI engineers. This is the best explanation of how LLMs like ChatGPT & Claude actually work, and how to unlock 100% of their potential. Worth watching whether you're a senior AI engineer or just taking your first steps in AI. I took the key ideas and turned them into a practical guide for getting 100% out of AI. You can find it below with ready-to-copy prompts and solutions.
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Instead of watching 1 hour of Netflix today, watch this Stanford lecture by ex-GoogleBrain & OpenAI engineers. This is the best explanation of how LLMs like ChatGPT & Claude actually work, and how to unlock 100% of their potential. Worth watching whether you're a senior AI engineer or just taking your first steps in AI. I took the key ideas and turned them into a practical guide for getting 100% out of AI. You can find it below with ready-to-copy prompts and solutions.

Dhruv kumar

29,836 просмотров • 21 дней назад

Instead of watching 1 hour of Netflix today, watch this Stanford lecture by ex-GoogleBrain & OpenAI engineers. This is the best explanation of how LLMs like ChatGPT & Claude actually work, and how to unlock 100% of their potential. Worth watching whether you're a senior AI engineer or just taking your first steps in AI. I took the key ideas and turned them into a practical guide for getting 100% out of AI. You can find it below with ready-to-copy prompts and solutions.
1:16:28

Instead of watching 1 hour of Netflix today, watch this Stanford lecture by ex-GoogleBrain & OpenAI engineers. This is the best explanation of how LLMs like ChatGPT & Claude actually work, and how to unlock 100% of their potential. Worth watching whether you're a senior AI engineer or just taking your first steps in AI. I took the key ideas and turned them into a practical guide for getting 100% out of AI. You can find it below with ready-to-copy prompts and solutions.

Dhruv kumar

58,100 просмотров • 1 месяц назад

I just created this 36-second video in just five minutes with a simple prompt using Agent Mode in Grok Imagine All it took was a simple prompt, and it was made in just five minutes With a single image, it can generate matching scenes from different angles, build a full visual storyline, and even add subtitles. Grok Imagine Agent is one of the best tools for visual storytelling It's amazing how quickly you can now bring an idea to life just by expressing it in a few words The barrier between imagination and creation is getting smaller every day
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I just created this 36-second video in just five minutes with a simple prompt using Agent Mode in Grok Imagine All it took was a simple prompt, and it was made in just five minutes With a single image, it can generate matching scenes from different angles, build a full visual storyline, and even add subtitles. Grok Imagine Agent is one of the best tools for visual storytelling It's amazing how quickly you can now bring an idea to life just by expressing it in a few words The barrier between imagination and creation is getting smaller every day

X Freeze

26,471 просмотров • 2 месяцев назад

Googles Omni Flash model is such a great combination with Dreams 3d artwork. For most of the generations here, simple prompts like these were all it took: "Wrap the video in stark realism" or "Wrap the video in the realism of the provided image". Reposting with the correct edit of the video. Ai workflows that allows us to push, pull, shape and move elemenrs around. Like clay, but powered by underlying world knowledge.. that's why I was excited about generative ai from the beginning - because I know there's plenty of room for us to raise the ceiling in our creative tools and workflows . I know I've been pushing this type of workflows for years and it's pretty crazy to see that the Ai systems we use are now at a level where this sort of workflow seems to be within reach.
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Googles Omni Flash model is such a great combination with Dreams 3d artwork. For most of the generations here, simple prompts like these were all it took: "Wrap the video in stark realism" or "Wrap the video in the realism of the provided image". Reposting with the correct edit of the video. Ai workflows that allows us to push, pull, shape and move elemenrs around. Like clay, but powered by underlying world knowledge.. that's why I was excited about generative ai from the beginning - because I know there's plenty of room for us to raise the ceiling in our creative tools and workflows . I know I've been pushing this type of workflows for years and it's pretty crazy to see that the Ai systems we use are now at a level where this sort of workflow seems to be within reach.

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12,408 просмотров • 4 месяцев назад

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For the past 6 weeks I was part of the Google Flow Sessions artist program where I developed this film using Google’s image and video models. This is the longest generative piece I’ve created to date, and it took days and days to put together. The tools keep improving, and I will continue experimenting with them. Will share more on the workflow next week. xx

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Day 6 of building the game I've wanted to play for 15 years with AI. 3D models day. The first castles are in: a Hero Castle and a Human Castle. I'm attaching the build process of one of them, it shows my whole workflow. I took my time with this one and worked the details with soul. Generated separate pieces, assembled them into something I liked, textured the whole thing together, tweaked, polished, dropped it into the game. I can't stop staring at it. This is exactly what I wanted. Added animated flags on top. Ridiculously satisfying to watch. Then fog of war, plus a few mechanics fixes. Fog of war sent me straight back to childhood. I just sat there enjoying it and feeling nostalgic. I needed this part in the game. Also spent time on tree models and a few other assets. I'll show those tomorrow. The visual jump is big. I now simply like everything I see on screen.

Stefan 3D AI

26,347 просмотров • 1 месяц назад

Part 1/2 This one took me a while. I made the images in #Midjourney using a bunch of images for ref. I ran them through RUNWAY then used @lumaAI to create the transitions between each video. Music made with #Sunoai. #fyp #ai #aiart #aiimages #aivideo #aimusic #airt
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Part 1/2 This one took me a while. I made the images in #Midjourney using a bunch of images for ref. I ran them through RUNWAY then used @lumaAI to create the transitions between each video. Music made with #Sunoai. #fyp #ai #aiart #aiimages #aivideo #aimusic #airt

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17,728 просмотров • 2 лет назад

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45,935 просмотров • 9 дней назад

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A student built a whole faceless passive business by creating AI backyards. I kept seeing these AI backyard builds hitting 50M views and thought it took months of editing, but I was wrong. The creators aren't starting with a dirt lot. They start with the perfect final image and make the AI work backward. And the secret is stupidly simple: generate the final picture first, and let the AI reverse-engineer it. Here is the exact 3-step system you can use to build this: - The Blueprint: Upload your finished backyard to the "Restoration Timelapse" GPT. It reverse-engineers the final image into text prompts for the empty lot. - The Setup: Paste those prompts into Dzine. This generates your "before" images with perfectly matched geometry. - The Animation: Upload your empty lot and finished yard into Kling 3.0 to animate the build. Once Kling spits out the video file, drop it into CapCut, keep the raw construction audio, and export. I broke down the complete, step-by-step architecture with GPT + GROK + CAPCUT in my full guide below 👇

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I created a 3D Gaussian Splat of my kitchen using 1/3rd the images it used to take me by using NVIDIA AI Developer's 3DGRUT! I can now use 180 degree fisheye images and ray tracing to make detailed splats. The only reason the scene isn't sharper is because my input images weren't super sharp - when I took the images back in October, I was still learning to use the lens. I plan to make a "first reactions/overview video". Tutorial after that. For reference, this took 206 images and the ultrawide on my iPhone took 608 images to capture. #3D #AEC #Computervision

Jonathan Stephens

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UI/UX Designers, this might be one of the best sites for discovering trending AI prompts from X. Meigen gives you access to the hottest prompt posts weekly, including image and video generation prompts, all curated in one place for easy access and inspiration. You can even generate illustration images with one click and bring them into Figma for vectorization. Bookmark it for later 💜

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