Doron Adler Norod
Norod
/ DPMSolverMultistepScheduler-stable-cpu.py
Created
November 8, 2022 14:11
CPU stable-diffusion-v1-5 inference using DPMSolverMultistepScheduler
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| from diffusers import StableDiffusionPipeline, DPMSolverMultistepScheduler | |
| import torch | |
| def main(): | |
| #//////////////////////////////////////////// | |
| seed = 42 | |
| model = "runwayml/stable-diffusion-v1-5" | |
| #//////////////////////////////////////////// |
Norod
/ hebrew-poem-generator-flaxgptneoforcausallm-inference-tpu.ipynb
Last active
January 26, 2025 12:26
hebrew-poem-generator-flaxgptneoforcausallm-inference-tpu.ipynb
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Norod
/ buildimagedatasetwithblipcaptionsanduploadtohf.ipynb
Created
November 3, 2022 11:26
BuildImageDatasetWithBlipCaptionsAndUploadToHF.ipynb
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Norod
/ patch_for_wsl2_pytorch191_no-xformers_needs-disable-unsafe-pickle.diff
Created
October 26, 2022 12:53
Patch AUTOMATIC1111/stable-diffusion-webui to work on wsl2 with torch 1.9.1+cu111 (no xformers, needs disable-unsafe-pickle, no mem monitoring)
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| diff --git a/.gitignore b/.gitignore | |
| index 70660c5..6b51c8e 100644 | |
| --- a/.gitignore | |
| +++ b/.gitignore | |
| @@ -30,3 +30,6 @@ notification.mp3 | |
| .vscode | |
| /extensions | |
| +cache | |
| +gfpgan/ |
Norod
/ vae-test.py
Last active
September 28, 2022 08:51
Encapsulate an encoded VAE latent as PNG image, then load it and use it to decode the original image
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| #!pip install diffusers==0.2.4 | |
| import torch | |
| from diffusers import AutoencoderKL | |
| from PIL import Image | |
| import numpy as np | |
| from torchvision import transforms as tfms | |
| torch_device = None | |
| vae = None |
Norod
/ patch_checker.py
Last active
October 14, 2022 18:44
Patches safety_checker in diffuser's stable_diffusion pipeline to not blacken the potential NSFW image. The caller can still decide what to do with it based on the value of has_nsfw_concept[index]
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| import importlib | |
| checker_location = importlib.util.find_spec('diffusers.pipelines.stable_diffusion.safety_checker').origin | |
| checker_location_flax = importlib.util.find_spec('diffusers.pipelines.stable_diffusion.safety_checker_flax').origin | |
| blocker_location_flax = importlib.util.find_spec('diffusers.pipelines.stable_diffusion.pipeline_flax_stable_diffusion').origin | |
| #FlaxStableDiffusionPipeline | |
| import fileinput |
Norod
/ stable-cpu.py
Created
August 28, 2022 15:04
Stable Diffusion, running on CPU, uses hugging-face diffusers library
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| #### pip install diffusers==0.2.4 transformers scipy ftfy | |
| #### | |
| from diffusers import StableDiffusionPipeline, LMSDiscreteScheduler | |
| import torch | |
| def main(): | |
| seed = 1000 #1000, 42, 420 | |
| torch.manual_seed(seed) | |
| generator = torch.Generator() |
Norod
/ stable-diffusion-model-text-to-image-with-google-drive-caching.ipynb
Created
August 24, 2022 14:28
stable-diffusion-model-text-to-image-with-google-drive-caching.ipynb
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Norod
/ latent-diffusion-laion-400m-model-text-to-image-with-google-drive-caching.ipynb
Created
August 10, 2022 15:07
latent-diffusion-laion-400m-model-text-to-image-with-google-drive-caching.ipynb
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Norod
/ gpt2-large-onnx-convert.py
Created
August 10, 2022 07:58
Converting gpt2-large to onnx with multiple external files and using it later for inference
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| #!/usr/bin/python | |
| # -*- coding: utf-8 -*- | |
| import transformers | |
| from transformers import AutoTokenizer, AutoModelForCausalLM, AutoModel, AutoConfig | |
| from transformers.onnx import FeaturesManager, convert, export | |
| from pathlib import Path | |
| import os | |
| model_id = 'gpt2-large' |