huggingface/diffusers
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🤗 Diffusers: State-of-the-art diffusion models for image, video, and audio generation in PyTorch.
33 mentions on Hacker News by 21 people: 6 stories, 27 comments · first 2022-07-21 · latest 2024-10-16
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> All the self-hosted [...] text-to-image models come with some restrictions trained into them https://github.com/huggingface/diffusers/issues/3422
comment by nubinetwork · 2024-10-16 · in I Self-Hosted Llama 3.2 with Coolify on My Home Server -
…8.0 compute capability) were not officially supported by Meta for the first year of Xformers ( https://github.com/huggingface/diffusers/issues/2234 ) ( https://github.com/facebookresearch/xformers/issues/517#issu... ). This is the…
comment by cepth · 2024-06-17 · in An interview with AMD CEO Lisa Su about solving hard problems -
I opened an issue here: https://github.com/huggingface/diffusers/issues/8306
comment by reasonableklout · 2024-05-28 · in Diffusion Models -
https://github.com/huggingface/diffusers/blob/v0.27.2/src/di...
comment by ilaksh · 2024-05-26 · in Diffusion Models -
Are you sure about that? https://github.com/huggingface/diffusers lists the Apache 2 license.
comment by simonw · 2024-05-26 · in Diffusion Models -
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StableDiffusionSafetyCheckerstory by georgehill · 2023-12-07 · 0 comments
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diffusers also has example usage for TensorRT in the Stable Diffusion context: https://github.com/huggingface/diffusers/blob/85dccab7fd280c... Seems those particular examples were submitted by NVIDIA employee too:…
comment by diggan · 2023-10-18 · in Nvidia's banking on TensorRT to expand its generative AI dominance -
…it can help. In general, these insane speed boosts come at the cost of bleeding edge features. [1] https://github.com/huggingface/diffusers/blob/28e8d1f6ec82a6...
comment by hunkins · 2023-10-17 · in Stable Diffusion Gets a Major Boost with RTX Acceleration -
…of the LoRA adapter weights. It's more common in other UIs. diffusers is working on a PR for it: https://github.com/huggingface/diffusers/pull/4473
comment by minimaxir · 2023-08-21 · in I Made Stable Diffusion XL Smarter by Finetuning It on Bad AI-Generated Images -
It is. See for yourself: https://github.com/huggingface/diffusers/blob/2367c1b9fa3126... I see no reason to disable it. Its fast, and its no more personal than basic metadata like image format and resolution... I can't think of any use…
comment by brucethemoose2 · 2023-07-04 · in Stable Diffusion XL technical report [pdf] -
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V0.15.0 Beyond Image Generationstory by anotherhue · 2023-04-12 · 1 comment
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In `diffusers` implementations (like InvokeAI) its pretty easy: https://github.com/huggingface/diffusers/blob/42beaf1d23b5cc... But I also compile the VAE and some other modules, I will reply again later when I can look at my local code.…
comment by brucethemoose2 · 2023-03-15 · in PyTorch 2.0 -
…like you encode a text prompt. The diffusers library does this in the image variation pipeline: https://github.com/huggingface/diffusers/blob/main/src/diffu... And you can merge that encoded image with an encoded text prompt, if you wish.…
comment by brucethemoose2 · 2023-02-24 · in Encoder-Based Domain Tuning for Fast Personalization of Text-to-Image Models -
GitHub: https://github.com/kakaobrain/karlo diffusers lib integration: https://github.com/huggingface/diffusers/releases/tag/v0.11....
comment by polisteps · 2022-12-21 · in Karlo, the first open source DALL-E 2 replication is here -
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Diffusers 0.7.0: Stable Diffusion up to 2x faster on any hardware (including M1)story by polisteps · 2022-11-03 · 1 comment
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yep, same approach but it arrived 3 days later and there's no mention of the [original PR]( https://github.com/huggingface/diffusers/pull/532#issuecomme... ), nice. Else the kernels used in that case -upstream flash attention- are not…
comment by eoerl · 2022-09-27 · in Fast-stable-diffusion colabs, +25% speed increase and memory efficient -
did you even peek at the link ? There's a PR on diffusers, and it's mentioned on the front page https://github.com/huggingface/diffusers/pull/532#issuecomme...
comment by eoerl · 2022-09-27 · in Fast-stable-diffusion colabs, +25% speed increase and memory efficient -
…of an astronaut riding a horse on mars" with autocast("cuda"): image = pipe(prompt).images[0] [1] https://github.com/huggingface/diffusers
comment by montebicyclelo · 2022-09-19 · in I Resurrected “Ugly Sonic” with Stable Diffusion Textual Inversion -
…usage. The standard HuggingFace examples (eg for img2img[2]) port across with no trouble too. [1] https://github.com/huggingface/diffusers [2] https://github.com/huggingface/diffusers#image-to-image-text...
comment by nl · 2022-09-12 · in Diffusion Bee: Stable Diffusion GUI App for M1 Mac -
Support for ONNX export was just added to diffusers, but no runtime logic for scheduling yet. https://github.com/huggingface/diffusers
comment by minimaxir · 2022-09-10 · in A Web UI for Stable Diffusion -
There is work on a CoreML version which may play nicer with older Macs w/sufficiently beefy dGPUs. https://github.com/huggingface/diffusers/issues/443
comment by minimaxir · 2022-09-10 · in A Web UI for Stable Diffusion -
Diffusers shows how to use the fp16 variant. https://github.com/huggingface/diffusers
comment by minimaxir · 2022-09-10 · in A Web UI for Stable Diffusion -
This branch seems to fix these issues: https://github.com/huggingface/diffusers/tree/mps (Annoyingly I just went and made similar changes and was about to create a PR for them. But they have a fix for a "warm-up" issue I wasn't aware of…
comment by nl · 2022-09-05 · in Stable Diffusion PR optimizes VRAM, generate 576x1280 images with 6 GB VRAM -
…to MPS, but that probably requires a fix in PyTorch. The MPS support issue for diffusers is here: https://github.com/huggingface/diffusers/issues/292 …and it links to the relevant PyTorch issue here: https://github.com/pytorch/pytorch/issue…
comment by JimDabell · 2022-09-04 · in Stable Diffusion PR optimizes VRAM, generate 576x1280 images with 6 GB VRAM -
…32 Gb M1 Max, I highly recommend people switching to that version for the improved flexibility. [1] https://github.com/huggingface/diffusers [2] https://github.com/huggingface/diffusers/pull/278
comment by nl · 2022-09-04 · in Stable Diffusion PR optimizes VRAM, generate 576x1280 images with 6 GB VRAM -
The official repos work fine. https://github.com/huggingface/diffusers https://github.com/CompVis/stable-diffusion
comment by f38zf5vdt · 2022-08-31 · in Ask HN: For those using Stable Diffusion locally, how do you filter fishy repos? -
Yes you can https://github.com/huggingface/diffusers/releases/tag/v0.2.3 (probably the easiest way)
comment by GaggiX · 2022-08-22 · in Stable Diffusion Public Release -
…(BLOOM [0]) and DALL-E 2 (Stable Diffusion [1]) [0] https://huggingface.co/bigscience/bloom [1] https://github.com/huggingface/diffusers/releases/tag/v0.2.3
comment by rvz · 2022-08-22 · in OpenAI API pricing update FAQ -
…came out today and looks like it may be able to beat DALL-E in terms of quality some of the time: https://github.com/huggingface/diffusers/releases/tag/v0.2.3
comment by simonw · 2022-08-22 · in OpenAI API pricing update FAQ -
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Stable Diffusion Public Releasestory by madmax108 · 2022-08-22 · 2 comments
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HuggingFace Diffusers 0.2 with Stable Diffusion pipelinestory by kashifr · 2022-08-16 · 1 comment
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I tried doing this on my own laptop a few weeks ago using Hugging Face diffusers - https://github.com/huggingface/diffusers Here's the code: from diffusers import DiffusionPipeline ldm = DiffusionPipeline.from_pretrained(…
comment by simonw · 2022-08-08 · in Run your own DALL-E-like image generator -
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Diffusers: Modular Diffusion model library from HuggingFacestory by kashifr · 2022-07-21 · 5 comments