{ "cells": [ { "cell_type": "code", "execution_count": 1, "id": "411c59b3-f177-4a10-8925-d931ce572eaa", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "2024-10-14 17:32:56.871405: I tensorflow/core/util/port.cc:153] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.\n", "2024-10-14 17:32:56.910926: I external/local_xla/xla/tsl/cuda/cudart_stub.cc:32] Could not find cuda drivers on your machine, GPU will not be used.\n", "2024-10-14 17:32:56.942944: E external/local_xla/xla/stream_executor/cuda/cuda_fft.cc:485] Unable to register cuFFT factory: Attempting to register factory for plugin cuFFT when one has already been registered\n", "2024-10-14 17:32:56.973637: E external/local_xla/xla/stream_executor/cuda/cuda_dnn.cc:8454] Unable to register cuDNN factory: Attempting to register factory for plugin cuDNN when one has already been registered\n", "2024-10-14 17:32:56.982615: E external/local_xla/xla/stream_executor/cuda/cuda_blas.cc:1452] Unable to register cuBLAS factory: Attempting to register factory for plugin cuBLAS when one has already been registered\n", "2024-10-14 17:32:57.031641: I tensorflow/core/platform/cpu_feature_guard.cc:210] This TensorFlow binary is optimized to use available CPU instructions in performance-critical operations.\n", "To enable the following instructions: AVX2 AVX_VNNI FMA, in other operations, rebuild TensorFlow with the appropriate compiler flags.\n", "2024-10-14 17:32:57.641554: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n" ] } ], "source": [ "import torch\n", "from diffusers import StableDiffusionPipeline, StableDiffusionImg2ImgPipeline, StableDiffusionInpaintPipelineLegacy, DDIMScheduler, AutoencoderKL\n", "from PIL import Image\n", "\n", "from ip_adapter import IPAdapterPlus" ] }, { "cell_type": "code", "execution_count": 2, "id": "6b6dc69c-192d-4d74-8b1e-f0d9ccfbdb49", "metadata": {}, "outputs": [], "source": [ "base_model_path = \"runwayml/stable-diffusion-v1-5\"\n", "vae_model_path = \"stabilityai/sd-vae-ft-mse\"\n", "image_encoder_path = \"models/image_encoder\"\n", "ip_ckpt = \"models/ip_adapter_plus_cat_60k_sd15.bin\"\n", "device = \"cuda\"" ] }, { "cell_type": "code", "execution_count": 3, "id": "63ec542f-8474-4f38-9457-073425578073", "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ "/home/nerf/miniconda3/envs/ipadapter/lib/python3.10/site-packages/huggingface_hub/file_download.py:1132: FutureWarning: `resume_download` is deprecated and will be removed in version 1.0.0. Downloads always resume when possible. If you want to force a new download, use `force_download=True`.\n", " warnings.warn(\n" ] } ], "source": [ "def image_grid(imgs, rows, cols):\n", " assert len(imgs) == rows*cols\n", "\n", " w, h = imgs[0].size\n", " grid = Image.new('RGB', size=(cols*w, rows*h))\n", " grid_w, grid_h = grid.size\n", " \n", " for i, img in enumerate(imgs):\n", " grid.paste(img, box=(i%cols*w, i//cols*h))\n", " return grid\n", "\n", "noise_scheduler = DDIMScheduler(\n", " num_train_timesteps=1000,\n", " beta_start=0.00085,\n", " beta_end=0.012,\n", " beta_schedule=\"scaled_linear\",\n", " clip_sample=False,\n", " set_alpha_to_one=False,\n", " steps_offset=1,\n", ")\n", "vae = AutoencoderKL.from_pretrained(vae_model_path).to(dtype=torch.float16)" ] }, { "cell_type": "code", "execution_count": 4, "id": "3849f9d0-5f68-4a49-9190-69dd50720cae", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "3b765af76c7047f199482c5c400c3fa3", "version_major": 2, "version_minor": 0 }, "text/plain": [ "Loading pipeline components...: 0%| | 0/5 [00:00 by passing `safety_checker=None`. Ensure that you abide to the conditions of the Stable Diffusion license and do not expose unfiltered results in services or applications open to the public. Both the diffusers team and Hugging Face strongly recommend to keep the safety filter enabled in all public facing circumstances, disabling it only for use-cases that involve analyzing network behavior or auditing its results. For more information, please have a look at https://github.com/huggingface/diffusers/pull/254 .\n" ] } ], "source": [ "# load SD pipeline\n", "pipe = StableDiffusionPipeline.from_pretrained(\n", " base_model_path,\n", " torch_dtype=torch.float16,\n", " scheduler=noise_scheduler,\n", " vae=vae,\n", " feature_extractor=None,\n", " safety_checker=None\n", ")" ] }, { "cell_type": "code", "execution_count": 5, "id": "ec09e937-3904-4d8e-a559-9066502ded36", "metadata": {}, "outputs": [ { "data": { "image/jpeg": 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", 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", "text/plain": [ "" ] }, "execution_count": 5, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# read image prompt\n", "image = Image.open(\"assets/images/cat_1.jpg\")\n", "image.resize((256, 256))" ] }, { "cell_type": "code", "execution_count": 6, "id": "a23de3d2-169e-470b-8012-960e3d07b04b", "metadata": {}, "outputs": [], "source": [ "# load ip-adapter\n", "ip_model = IPAdapterPlus(pipe, image_encoder_path, ip_ckpt, device, num_tokens=16)" ] }, { "cell_type": "code", "execution_count": 7, "id": "d83df45f-717d-4bb3-a5fd-0ea30930a431", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "ca2d665e768f4a609f8881758a7db3cf", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/25 [00:00" ] }, "execution_count": 7, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# only image prompt\n", "images = ip_model.generate(pil_image=image, num_samples=1, num_inference_steps=25, seed=42)\n", "grid = image_grid(images, 1, 1)\n", "grid" ] }, { "cell_type": "code", "execution_count": 8, "id": "b77f52de-a9e4-44e1-aeec-8165414f1273", "metadata": {}, "outputs": [ { "data": { "application/vnd.jupyter.widget-view+json": { "model_id": "9e5eadab0f064eef98c5c7c57e2bf660", "version_major": 2, "version_minor": 0 }, "text/plain": [ " 0%| | 0/25 [00:00" ] }, "execution_count": 8, "metadata": {}, "output_type": "execute_result" } ], "source": [ "# multimodal prompts\n", "images = ip_model.generate(pil_image=image, num_samples=1, num_inference_steps=25, seed=42,\n", " prompt=\"best quality, high quality, cat in office\", scale=0.6)\n", "grid = image_grid(images, 1, 1)\n", "grid" ] } ], "metadata": { "kernelspec": { "display_name": "Python 3 (ipykernel)", "language": "python", "name": "python3" }, "language_info": { "codemirror_mode": { "name": "ipython", "version": 3 }, "file_extension": ".py", "mimetype": "text/x-python", "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", "version": "3.10.0" } }, "nbformat": 4, "nbformat_minor": 5 }