imagen-pytorch
karlo
| imagen-pytorch | karlo | |
|---|---|---|
| 47 | 6 | |
| 7,787 | 679 | |
| - | 0.0% | |
| 6.8 | 0.0 | |
| about 1 month ago | about 1 year ago | |
| Python | Python | |
| MIT License | GNU General Public License v3.0 or later |
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imagen-pytorch
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Google's StyleDrop can transfer style from a single image
If google doesnt, someone like lucidrains probably would implement it, just like he did for imagen and muse.
- Create a Stable diffusion neural network from scratch.
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Google just announced an Even better diffusion process.
lucidrains/imagen-pytorch: Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch (github.com)
- Karlo, the first large scale open source DALL-E 2 replication is here
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training imagen
Hi Can someone guide me a little, as to how i can use LAION dataset to train my imagen model? like how i can download the data, and in which format it should be fed to https://github.com/lucidrains/imagen-pytorch code?
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If everyone in this sub make a donation of $10 then we can train truly open stable diffusion.
If we were to put money into training something, I'd hope we use a better model, like Imagen.
- AI Content Generation, Part 1: Machine Learning Basics
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DALL-E 2 is switching to a credits system (50 generations for free at first, 15 free per month)
I've been messing around with this open-source implementation. You can get a pretty good idea of the model size by just copying the parameters from the paper.
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Protests erupt outside of DALL-E offices after pricing implementation, press photograph
I'm waiting on this implementation/training of imagen: https://github.com/lucidrains/imagen-pytorch
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Show HN: Food Does Not Exist
I'm honestly surprised that they trained a StyleGAN. Recently, the Imagen architecture has been show to be both easier in structure, easier to train, and even faster to produce good results. Combined with the "Elucidating" paper by NVIDIA's Tero Karras you can train a 256px Imagen to tolerable quality within an hour on a RTX 3090.
Here's a PyTorch implementation by the LAION people:
https://github.com/lucidrains/imagen-pytorch
And here's 2 images I sampled after training it for some hours, like 2 hours base model + 4 hours upscaler:
https://imgur.com/a/46EZsJo
karlo
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Reimagine XL: this is just Controlnet with a credit system right?
New stable diffusion finetune (Stable unCLIP 2.1, Hugging Face) at 768x768 resolution, based on SD2.1-768. This model allows for image variations and mixing operations as described in Hierarchical Text-Conditional Image Generation with CLIP Latents, and, thanks to its modularity, can be combined with other models such as KARLO. Comes in two variants: Stable unCLIP-L and Stable unCLIP-H, which are conditioned on CLIP ViT-L and ViT-H image embeddings, respectively. Instructions are available here.
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I combined Karlo with the Stable Diffusion v2 Upscaler!
It's a web UI similar to the various ones for Stable-Diffusion. You can type in a prompt and it generates an image. However, it uses the new Karlo diffusion model to generate images and then upscales those images with Stable-Diffusion v2.
- Karlo – Dalle 2 model by KakaoBrain
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Karlo, the first large scale open source DALL-E 2 replication is here
git clone https://github.com/kakaobrain/karlo.git
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Karlo, the first open source DALL-E 2 replication is here
GitHub: https://github.com/kakaobrain/karlo
diffusers lib integration: https://github.com/huggingface/diffusers/releases/tag/v0.11....
What are some alternatives?
dalle-mini - DALL·E Mini - Generate images from a text prompt
diffusers - 🤗 Diffusers: State-of-the-art diffusion models for image and audio generation in PyTorch and FLAX.
DALLE2-pytorch - Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
stable-karlo - Upscaling Karlo text-to-image generation using Stable Diffusion v2.
DALLE-pytorch - Implementation / replication of DALL-E, OpenAI's Text to Image Transformer, in Pytorch
sd-webui-controlnet - WebUI extension for ControlNet
latent-diffusion - High-Resolution Image Synthesis with Latent Diffusion Models
DeepCreamPy - deeppomf's DeepCreamPy + some updates
CogVideo - Text-to-video generation. The repo for ICLR2023 paper "CogVideo: Large-scale Pretraining for Text-to-Video Generation via Transformers"
tortoise-tts - A multi-voice TTS system trained with an emphasis on quality
hent-AI - Automation of censor bar detection
min-dalle - min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch