From 9c82655ac5f160d8676ade4611c7f157cdde5875 Mon Sep 17 00:00:00 2001 From: Jug Date: Sat, 13 May 2023 13:32:46 +0100 Subject: [PATCH] Revert "fix: pin timm version to 0.6.13" This reverts commit 2bf710b60a803719587aa2cf4af03abab8436a54. --- .gitignore | 1 - examples/run_cache_test.py | 154 - examples/run_kudos_test.py | 82 +- examples/run_memory_test.py | 164 +- hordelib/model_database/codeformer.json | 3 +- hordelib/model_database/safety_checker.json | 1 - hordelib/model_database/stable_diffusion.json | 468 +-- images/test_db0-1024x1024.jpg | Bin 125000 -> 0 bytes kudos_models/inference-time-data-v20.json | 2872 ----------------- .../inference-time-data-validation-v20.json | 486 --- nn_inspect.ipynb | 2655 --------------- requirements.txt | 2 +- run.cmd | 1 - 13 files changed, 135 insertions(+), 6754 deletions(-) delete mode 100644 examples/run_cache_test.py delete mode 100644 images/test_db0-1024x1024.jpg delete mode 100644 kudos_models/inference-time-data-v20.json delete mode 100644 kudos_models/inference-time-data-validation-v20.json delete mode 100644 nn_inspect.ipynb delete mode 100644 run.cmd diff --git a/.gitignore b/.gitignore index 5568070e..e115a469 100644 --- a/.gitignore +++ b/.gitignore @@ -158,7 +158,6 @@ hordelib/_comfyui _version.py _comfyui tmp/ -profiles/ .vscode *.ckpt diff --git a/examples/run_cache_test.py b/examples/run_cache_test.py deleted file mode 100644 index 8f380719..00000000 --- a/examples/run_cache_test.py +++ /dev/null @@ -1,154 +0,0 @@ -# This tests running hordelib standalone, as an external caller would use it. -# Call with: python -m test.run_memory_test -# You need all the deps in whatever environment you are running this. -import os -import random -import threading -import time - -import psutil -from loguru import logger - -import hordelib - -hordelib.initialise(setup_logging=True, clear_logs=True) - -from hordelib.comfy_horde import cleanup -from hordelib.horde import HordeLib -from hordelib.settings import UserSettings -from hordelib.shared_model_manager import SharedModelManager -from hordelib.utils.gpuinfo import GPUInfo - -# Set this to where you want the model cache to go -os.environ["AIWORKER_TEMP_DIR"] = "d:/temp/ray" -# Disable the disk cache -# UserSettings.disable_disk_cache.activate() - -# Do inference with all cached models -VALIDATE_ALL_CACHED_MODELS = False - - -def get_ram(): - virtual_memory = psutil.virtual_memory() - total_ram_mb = virtual_memory.total / (1024 * 1024) - used_ram = virtual_memory.used / (1024 * 1024) - free_ram = total_ram_mb - used_ram - return (int(total_ram_mb), int(used_ram), int(free_ram)) - - -def get_free_ram(): - _, _, free = get_ram() - return free - - -def get_free_vram(): - gpu = GPUInfo() - return gpu.get_free_vram_mb() - - -def report_ram(): - logger.warning(f"Free RAM {get_free_ram()} MB") - logger.warning(f"Free VRAM {get_free_vram()} MB") - - -def add_model(model_name): - logger.warning(f"Loading model {model_name}") - SharedModelManager.manager.load(model_name) - report_ram() - model_count = len(SharedModelManager.manager.compvis.get_loaded_models_names()) - logger.warning(f"{model_count} models now loaded") - - -def get_available_models(): - models = SharedModelManager.manager.get_available_models() - return models - - -def do_inference(model_name, iterations=1): - """Do some work on the GPU""" - horde = HordeLib() - for i in range(iterations): - data = { - "sampler_name": "k_euler", - "cfg_scale": 7.5, - "denoising_strength": 1.0, - "seed": 123456789, - "height": 512, - "width": 512, - "karras": True, - "tiling": False, - "hires_fix": False, - "clip_skip": 1, - "control_type": None, - "image_is_control": False, - "return_control_map": False, - "prompt": "an ancient llamia monster", - "ddim_steps": 15, - "n_iter": 1, - "model": model_name, - } - pil_image = horde.basic_inference(data) - if not pil_image: - logger.error("Inference is failing to generate images") - else: - pil_image.save(f"images/stresstest/{model_name}.webp", quality=90) - - -def do_background_inference(seed): - """Keep doing inference using random loaded models. To be run in a background thread.""" - random.seed(seed) - logger.warning(f"Thread random seed is {seed}") - count = 1 - while True: - models = SharedModelManager.manager.get_loaded_models_names() - model = random.choice(models) - # model = models[seed % 20] - logger.info(f"Doing inference iteration {count} with model {model} ({len(models)} models loaded)") - do_inference(model, random.randint(10, 15)) - count += 1 - if count > 10: - return - - -def main(): - HordeLib() - GPUInfo() - SharedModelManager.loadModelManagers(compvis=True) - - report_ram() - - # Reserve 50% of our ram - UserSettings.set_ram_to_leave_free_mb("50%") - logger.warning(f"Keep {UserSettings.get_ram_to_leave_free_mb()} MB RAM free") - - # Reserve 50% of our vram - UserSettings.set_vram_to_leave_free_mb("50%") - logger.warning(f"Keep {UserSettings.get_vram_to_leave_free_mb()} MB VRAM free") - - # Start doing background inference - start_time = time.time() - random.seed(123456789) - thread1 = threading.Thread(daemon=True, target=do_background_inference, args=[random.randint(0, 100000000)]) - thread2 = threading.Thread(daemon=True, target=do_background_inference, args=[random.randint(0, 100000000)]) - thread3 = threading.Thread(daemon=True, target=do_background_inference, args=[random.randint(0, 100000000)]) - thread1.start() - thread2.start() - thread3.start() - - while thread1.is_alive() or thread2.is_alive() or thread3.is_alive(): - # Keeping doing inference - time.sleep(2) - report_ram() - - logger.warning(f"Test took {round((time.time()-start_time),2)} seconds") - - -if __name__ == "__main__": - main() - -# 1158 seconds no mutexes, 3 threads -# 1110 seconds no mutexes, 3 threads, serialised cache read/write -# 1030 seconds no mutexes, 3 threads, serialised cache read/write, same three models -# 1044 seconds no mutexes, 3 threads, serialised cache read/write, same three models, 10 iterations, vae mutex separate from sampler mutex -# 986 seconds no mutexes, 3 threads, serialised cache read/write, same three models, 10 iterations, no property or vae mutex -# 1114 seconds no mutexes, 3 threads, serialised cache read/write, 10 iterations, no property or vae mutex diff --git a/examples/run_kudos_test.py b/examples/run_kudos_test.py index ef8fb091..836482e9 100644 --- a/examples/run_kudos_test.py +++ b/examples/run_kudos_test.py @@ -88,32 +88,32 @@ def main(): logger.info(f"Calculating time for base of {BASE_KUDOS} kudos") base_time = do_inference(get_base_data()) - # logger.info("Calculating time for steps 10") - # base_steps_10 = calculate_kudos_cost(base_time, get_base_data(steps=10)) - # logger.info("Calculating time for steps 100") - # base_steps_100 = calculate_kudos_cost(base_time, get_base_data(steps=100)) + logger.info("Calculating time for steps 10") + base_steps_10 = calculate_kudos_cost(base_time, get_base_data(steps=10)) + logger.info("Calculating time for steps 100") + base_steps_100 = calculate_kudos_cost(base_time, get_base_data(steps=100)) - # logger.info("Calculating kudos for karras") - # base_karras = calculate_kudos_cost(base_time, get_base_data(karras=True)) + logger.info("Calculating kudos for karras") + base_karras = calculate_kudos_cost(base_time, get_base_data(karras=True)) - # logger.info("Calculating kudos for weights") - # tmpdata = get_base_data() - # tmpdata["prompt"] = "(dog:1.5) and (cat:1.5) and (mouse:1.2) and (bird:1.6) and (owl:1.9)" - # base_weights = calculate_kudos_cost(base_time, tmpdata) - # tmpdata = get_base_data() - # tmpdata["prompt"] = "dog and cat and mouse and bird and owl" - # base_no_weights = calculate_kudos_cost(base_time, tmpdata) + logger.info("Calculating kudos for weights") + tmpdata = get_base_data() + tmpdata["prompt"] = "(dog:1.5) and (cat:1.5) and (mouse:1.2) and (bird:1.6) and (owl:1.9)" + base_weights = calculate_kudos_cost(base_time, tmpdata) + tmpdata = get_base_data() + tmpdata["prompt"] = "dog and cat and mouse and bird and owl" + base_no_weights = calculate_kudos_cost(base_time, tmpdata) - # logger.info("Calculating kudos for 1024x1024") - # base_1024 = calculate_kudos_cost(base_time, get_base_data(1024, 1024)) + logger.info("Calculating kudos for 1024x1024") + base_1024 = calculate_kudos_cost(base_time, get_base_data(1024, 1024)) - # logger.info("Calculating kudos for 2048x2048") - # base_2048 = calculate_kudos_cost(base_time, get_base_data(2048, 2048)) + logger.info("Calculating kudos for 2048x2048") + base_2048 = calculate_kudos_cost(base_time, get_base_data(2048, 2048)) - # logger.info("Calculating kudos for 1024x1024") - # tmpdata = get_base_data(1024, 1024) - # tmpdata["hires_fix"] = True - # base_hires_fix = calculate_kudos_cost(base_time, tmpdata) + logger.info("Calculating kudos for 1024x1024") + tmpdata = get_base_data(1024, 1024) + tmpdata["hires_fix"] = True + base_hires_fix = calculate_kudos_cost(base_time, tmpdata) # Benchmark all samplers samplers = {} @@ -124,33 +124,33 @@ def main(): kudos = calculate_kudos_cost(base_time, data) samplers[sampler] = kudos - # # Benchmark all controlnet types - # controltypes = {} - # for controltype in horde.CONTROLNET_IMAGE_PREPROCESSOR_MAP.keys(): - # logger.info(f"Calculating kudos for controlnet {controltype}") - # data = get_base_data() - # data["control_type"] = controltype - # data["source_processing"] = "img2img" - # data["source_image"] = Image.open("images/test_db0.jpg") - # kudos = calculate_kudos_cost(base_time, data) - # controltypes[controltype] = kudos + # Benchmark all controlnet types + controltypes = {} + for controltype in horde.CONTROLNET_IMAGE_PREPROCESSOR_MAP.keys(): + logger.info(f"Calculating kudos for controlnet {controltype}") + data = get_base_data() + data["control_type"] = controltype + data["source_processing"] = "img2img" + data["source_image"] = Image.open("images/test_db0.jpg") + kudos = calculate_kudos_cost(base_time, data) + controltypes[controltype] = kudos # Results logger.info(f"Base time {base_time} == 10 kudos") - # logger.info(f"10 steps: {base_steps_10}") - # logger.info(f"100 steps: {base_steps_100}") - # logger.info(f"Karras: {base_karras}") - # logger.info(f"No weights: {base_no_weights}") - # logger.info(f"Weights: {base_weights}") - # logger.info(f"Kudos 1024x1024: {base_1024}") - # logger.info(f"Hires fix 1024x1024: {base_hires_fix}") - # logger.info(f"Kudos 2048x2048: {base_2048}") + logger.info(f"10 steps: {base_steps_10}") + logger.info(f"100 steps: {base_steps_100}") + logger.info(f"Karras: {base_karras}") + logger.info(f"No weights: {base_no_weights}") + logger.info(f"Weights: {base_weights}") + logger.info(f"Kudos 1024x1024: {base_1024}") + logger.info(f"Hires fix 1024x1024: {base_hires_fix}") + logger.info(f"Kudos 2048x2048: {base_2048}") for sampler, kudos in samplers.items(): logger.info(f"{sampler}: {kudos}") - # for controltype, kudos in controltypes.items(): - # logger.info(f"{controltype}: {kudos}") + for controltype, kudos in controltypes.items(): + logger.info(f"{controltype}: {kudos}") if __name__ == "__main__": diff --git a/examples/run_memory_test.py b/examples/run_memory_test.py index f65a6bb4..e1997f1e 100644 --- a/examples/run_memory_test.py +++ b/examples/run_memory_test.py @@ -27,9 +27,6 @@ # Do inference with all cached models VALIDATE_ALL_CACHED_MODELS = False -# Do inference in background thread -BACKGROUND_THREAD = False - def get_ram(): virtual_memory = psutil.virtual_memory() @@ -67,49 +64,34 @@ def get_available_models(): return models -def do_inference(model_name, iterations=1, suffix=1): +def do_inference(model_name, iterations=1): """Do some work on the GPU""" horde = HordeLib() for i in range(iterations): data = { - "prompt": "In profile bending over plump Vietnamese villager ass while standing leaning against blackboard, in profile Large cleavage pale plump petite Vietnamese villager, petite body, plump face, plump face, 30 years old, exposed forehead, COVID face mask, Vietnamese eyes, tangled frizzy hair, lacy pale white bra, panties, extremely large cleavage, short height, short height, inside room in front of blackboard and homework and toys leaning against toy shelf next to toy shelves in Los Angeles, large breasts, messy parted hair in the middle, frizzy parted hair in the middle, forehead showing, cum drenched cleavage, COVID face mask, in profile bending over ass while standing leaning against blackboard, cum drenched cleavage, cum drenched ass, cum drenched ass, lacy pale white bra, panties, Vietnamese eyes, bending over plump Vietnamese villager ass ### Cropped, framed", + "sampler_name": "k_euler", + "cfg_scale": 7.5, + "denoising_strength": 1.0, + "seed": 123456789, "height": 512, "width": 512, - "ddim_steps": 50, - "sampler_name": "k_euler", - "cfg_scale": 7.0, - "seed": "4254250571", - "tiling": False, "karras": True, - "n_iter": 1, + "tiling": False, "hires_fix": False, - "model": "URPM", - "source_processing": "txt2img", + "clip_skip": 1, + "control_type": None, + "image_is_control": False, + "return_control_map": False, + "prompt": "an ancient llamia monster", + "ddim_steps": 15, + "n_iter": 1, + "model": model_name, } - # data = { - # "sampler_name": "k_euler", - # "cfg_scale": 7.5, - # "denoising_strength": 1.0, - # "seed": 123456789, - # "height": 512, - # "width": 512, - # "karras": True, - # "tiling": False, - # "hires_fix": False, - # "clip_skip": 1, - # "control_type": None, - # "image_is_control": False, - # "return_control_map": False, - # "prompt": "an ancient llamia monster", - # "ddim_steps": 50, - # "n_iter": 1, - # "model": model_name, - # } pil_image = horde.basic_inference(data) if not pil_image: logger.error("Inference is failing to generate images") else: - pil_image.save(f"images/stresstest/{model_name}_{suffix}.webp", quality=90) + pil_image.save(f"images/stresstest/{model_name}.webp", quality=90) def do_background_inference(): @@ -131,11 +113,11 @@ def main(): report_ram() - # add_model("Papercut Diffusion") - # SharedModelManager.manager.compvis.move_to_disk_cache("Papercut Diffusion") + add_model("Papercut Diffusion") + SharedModelManager.manager.compvis.move_to_disk_cache("Papercut Diffusion") - # add_model("Graphic-Art") - # SharedModelManager.manager.compvis.move_to_disk_cache("Graphic-Art") + add_model("Graphic-Art") + SharedModelManager.manager.compvis.move_to_disk_cache("Graphic-Art") # while True: # SharedModelManager.manager.load("Papercut Diffusion") @@ -156,76 +138,62 @@ def main(): UserSettings.set_vram_to_leave_free_mb("50%") logger.warning(f"Keep {UserSettings.get_vram_to_leave_free_mb()} MB VRAM free") - # # Get to our limits by loading models - # models = get_available_models() - # model_index = 0 - # while model_index < len(SharedModelManager.manager.get_available_models()): - # # First we fill ram - # logger.warning("RAM available. Filling RAM") - # while get_free_ram() > UserSettings.get_ram_to_leave_free_mb(): - # if model_index < len(SharedModelManager.manager.get_available_models()): - # add_model(models[model_index]) - # model_index += 1 - # else: - # break - # # Move models into VRAM until we reach our limit - # logger.warning("Filled RAM, now filling VRAM by moving from RAM to VRAM") - # index = 0 - # while get_free_vram() - 2000 > (UserSettings.get_vram_to_leave_free_mb()): - # # Move to GPU by using the model - # do_inference(SharedModelManager.manager.get_loaded_models_names()[index]) - # index += 1 - # if index >= len(SharedModelManager.manager.loaded_models): - # # Maybe our vram is larger than our ram - # break - # logger.warning("Filled VRAM") - # report_ram() - # # if ( - # # get_free_ram() <= UserSettings.get_ram_to_leave_free_mb() - # # and get_free_vram() - 2000 <= UserSettings.get_vram_to_leave_free_mb() - # # ): - # # logger.warning("Filled RAM and VRAM") - # # break - # break + # Get to our limits by loading models + models = get_available_models() + model_index = 0 + while model_index < len(SharedModelManager.manager.get_available_models()): + # First we fill ram + logger.warning("RAM available. Filling RAM") + while get_free_ram() > UserSettings.get_ram_to_leave_free_mb(): + if model_index < len(SharedModelManager.manager.get_available_models()): + add_model(models[model_index]) + model_index += 1 + else: + break + # Move models into VRAM until we reach our limit + logger.warning("Filled RAM, now filling VRAM by moving from RAM to VRAM") + index = 0 + while get_free_vram() - 2000 > (UserSettings.get_vram_to_leave_free_mb()): + # Move to GPU by using the model + do_inference(SharedModelManager.manager.get_loaded_models_names()[index]) + index += 1 + if index >= len(SharedModelManager.manager.loaded_models): + # Maybe our vram is larger than our ram + break + logger.warning("Filled VRAM") + report_ram() + # if ( + # get_free_ram() <= UserSettings.get_ram_to_leave_free_mb() + # and get_free_vram() - 2000 <= UserSettings.get_vram_to_leave_free_mb() + # ): + # logger.warning("Filled RAM and VRAM") + # break + break # From this point, any model loading will push us past our configured resource limits # Start doing background inference - if BACKGROUND_THREAD: - thread = threading.Thread(daemon=True, target=do_background_inference) - thread.start() - - # # Push us past our limits - # if model_index < len(SharedModelManager.manager.get_available_models()): - # add_model(models[model_index]) - # model_index += 1 - # # That would have pushed something to disk, force a memory cleanup - # cleanup() - # report_ram() - - # # Keep loading models whilst doing inference, ram and vram should remain stable - # while model_index < len(SharedModelManager.manager.get_available_models()): - # add_model(models[model_index]) - # model_index += 1 + thread = threading.Thread(daemon=True, target=do_background_inference) + thread.start() + + # Push us past our limits + if model_index < len(SharedModelManager.manager.get_available_models()): + add_model(models[model_index]) + model_index += 1 + # That would have pushed something to disk, force a memory cleanup + cleanup() + report_ram() + + # Keep loading models whilst doing inference, ram and vram should remain stable + while model_index < len(SharedModelManager.manager.get_available_models()): + add_model(models[model_index]) + model_index += 1 logger.warning("Loaded all models") - random.seed() - models = SharedModelManager.manager.get_loaded_models_names() - model = random.choice(models) - model = "stable_diffusion" - count = 1 while True: # Keeping doing inference - if BACKGROUND_THREAD: - time.sleep(60) - break - else: - logger.info(f"Doing inference with model {model} ({len(models)} models loaded)") - do_inference(model, 1, count) - count += 1 - if count > 20000: - break + time.sleep(5) if __name__ == "__main__": diff --git a/hordelib/model_database/codeformer.json b/hordelib/model_database/codeformer.json index be3c8e8d..4aa84c50 100644 --- a/hordelib/model_database/codeformer.json +++ b/hordelib/model_database/codeformer.json @@ -8,8 +8,7 @@ "config": { "files": [ { - "path": "CodeFormers.pth", - "sha256sum": "1009e537e0c2a07d4cabce6355f53cb66767cd4b4297ec7a4a64ca4b8a5684b7" + "path": "CodeFormers.pth" } ], "download": [ diff --git a/hordelib/model_database/safety_checker.json b/hordelib/model_database/safety_checker.json index 2073a622..6f6a5076 100644 --- a/hordelib/model_database/safety_checker.json +++ b/hordelib/model_database/safety_checker.json @@ -7,7 +7,6 @@ "files": [ { "path": "pytorch_model.bin", - "sha256sum": "64b8393f1afd5a0c1ed2aa5f341fa7c08286839a48f3743162a76a2835c808bd", "md5sum": "dbbcb50d4df4572a720b104fae1e8187" }, { diff --git a/hordelib/model_database/stable_diffusion.json b/hordelib/model_database/stable_diffusion.json index 5ff401bd..0c8749bd 100644 --- a/hordelib/model_database/stable_diffusion.json +++ b/hordelib/model_database/stable_diffusion.json @@ -183,7 +183,6 @@ ], "version": "1", "style": "furry", - "homepage": "https://huggingface.co/Zack3D/Zack3D_Kinky-v1", "nsfw": true, "download_all": true, "config": { @@ -272,7 +271,7 @@ { "file_name": "coloringbook.ckpt", "file_path": "", - "file_url": "https://huggingface.co/MrHup/coloring-book/resolve/main/COLR_001.ckpt" + "file_url": "https://civitai.com/api/download/models/5978?type=Model&format=PickleTensor&size=full&fp=fp16" } ] }, @@ -626,7 +625,6 @@ "trigger": [ "charliebo artstyle", "holliemengert artstyle", - "marioalberti artstyle", "pepelarraz artstyle", "andreasrocha artstyle", "jamesdaly artstyle" @@ -706,7 +704,7 @@ "trigger": [ "microworld" ], - "homepage": "https://civitai.com/models/19/microworlds", + "homepage": "https://civitai.com/models/5434/microworlds-remake-notext", "nsfw": false, "download_all": false, "config": { @@ -740,7 +738,7 @@ ], "version": "222", "style": "realistic", - "homepage": "https://huggingface.co/Reachout/F222", + "homepage": "https://ai.zeipher.com/", "nsfw": true, "download_all": false, "config": { @@ -882,27 +880,28 @@ }, "available": false }, - "OpenJourney Diffusion": { - "name": "OpenJourney Diffusion", + "Midjourney Diffusion": { + "name": "Midjourney Diffusion", "baseline": "stable diffusion 1", "type": "ckpt", "description": "Stable Diffusion fine tuned on Midjourney v4 images", "showcases": [ "https://raw.githubusercontent.com/db0/AI-Horde-image-model-reference/main/showcase/midjourney_diffusion/01_bigdowg.webp" ], - "version": "4", + "version": "1", "style": "generalist", "trigger": [ "mdjrny-v4 style" ], - "homepage": "https://huggingface.co/prompthero/openjourney-v4", + "homepage": "https://huggingface.co/prompthero/openjourney", "nsfw": false, "download_all": false, "config": { "files": [ { "path": "mdjrny-v4.ckpt", - "sha256sum": "02e37aad9f74f574808ad456043b89e8c6b24e22828743fcf002168f76493d9b" + "md5sum": "241bfa51943fe0b52aa695bcaa142b3b", + "sha256sum": "5d5ad06cc24170b32f25f0180a357e315848000c5f400ffda350e59142fabd68" }, { "path": "v1-inference.yaml" @@ -912,7 +911,7 @@ { "file_name": "mdjrny-v4.ckpt", "file_path": "", - "file_url": "https://huggingface.co/prompthero/openjourney-v4/resolve/main/openjourney-v4.ckpt" + "file_url": "https://huggingface.co/prompthero/openjourney/resolve/main/mdjrny-v4.ckpt" } ] }, @@ -1257,16 +1256,13 @@ "name": "Dungeons and Diffusion", "baseline": "stable diffusion 1", "type": "ckpt", - "description": "Generates D&D styled characters, trained on art commissions. *many* species and classes available, see homepage", + "description": "Generates D&D styled characters, trained on art commissions", "showcases": [ "https://raw.githubusercontent.com/db0/AI-Horde-image-model-reference/main/showcase/dungeons_and_diffusion/01_bigdowg.webp", "https://raw.githubusercontent.com/db0/AI-Horde-image-model-reference/main/showcase/dungeons_and_diffusion/02_bigdowg.webp" ], "version": "3", "style": "artistic", - "trigger": [ - "D&D character" - ], "homepage": "https://huggingface.co/0xJustin/Dungeons-and-Diffusion", "nsfw": false, "download_all": false, @@ -1800,7 +1796,7 @@ "name": "RPG", "baseline": "stable diffusion 1", "type": "ckpt", - "description": "portraits of charecters in the style of the game Baldur's Gate. check homepage for a massive prompt guide", + "description": "portraits of charecters in the style of the game Baldur's Gate", "showcases": [ "https://raw.githubusercontent.com/db0/AI-Horde-image-model-reference/main/showcase/rpg/01_gigachad.webp" ], @@ -2653,9 +2649,6 @@ ], "version": "2.0", "style": "realistic", - "trigger": [ - "photo" - ], "homepage": "https://huggingface.co/dreamlike-art/dreamlike-photoreal-2.0", "nsfw": false, "download_all": false, @@ -3021,33 +3014,6 @@ ], "version": "1.0", "style": "realistic", - "trigger": [ - "erect penis", - "flaccid penis", - "wa-vy style", - "snthwve style", - "nvinkpunk", - "synthwave", - "sci-fi", - "caspian sci-fi", - "star atlas", - "star citizen", - "render", - "postapocalypse", - "wjqwizard", - "wjqknight", - "wjqtitan", - "wjqjester", - "wjqautoma", - "wjqdemon", - "knollingcase", - "elden ring style", - "cyborgdiffusion", - "cyborgdiffusion style", - "artificial-journey style", - "analog style", - "sks person" - ], "homepage": "https://civitai.com/models/5935/liberty", "nsfw": true, "download_all": false, @@ -3082,9 +3048,6 @@ ], "version": "5.3", "style": "generalist", - "trigger": [ - "modelshoot style" - ], "homepage": "https://huggingface.co/darkstorm2150/Protogen_v5.3_Official_Release", "nsfw": false, "download_all": false, @@ -3154,11 +3117,6 @@ ], "version": "2", "style": "other", - "trigger": [ - "masterpiece", - "best quality", - "mdjrny-v4" - ], "homepage": "https://civitai.com/models/2034/moedel", "nsfw": false, "download_all": false, @@ -3401,14 +3359,6 @@ "description": "A Sci-Fi themed model trained on SD 1.5 with a 26K+ image dataset", "version": "1.0", "style": "generalist", - "trigger": [ - "Sci-Fi", - "caspian Sci-Fi", - "Star Citizen", - "Star Atlas", - "Spaceship", - "Render" - ], "homepage": "https://huggingface.co/Corruptlake/Sci-Fi-Diffusion", "nsfw": false, "download_all": false, @@ -3445,17 +3395,7 @@ "version": "0.9", "style": "realistic", "trigger": [ - "ultraskin", - "twenties", - "thirties", - "thirty year old", - "eighties", - "eighty year old", - "elderly", - "moles", - "freckles", - "scar", - "skin detail" + "ultraskin" ], "homepage": "https://huggingface.co/VegaKH/Ultraskin", "nsfw": false, @@ -3528,7 +3468,6 @@ ], "version": "1.0", "style": "realistic", - "homepage": "https://civitai.com/models/1235", "nsfw": true, "download_all": false, "config": { @@ -3599,27 +3538,6 @@ ], "version": "8.6", "style": "generalist", - "trigger": [ - "modelshoot style", - "mdjrny-v4 style", - "nousr robot", - "dreamlikeart", - "nvinkpunk", - "snthwve style", - "charliebo artstyle", - "holliemengert artstyle", - "marioalberti artstyle", - "pepelarraz artstyle", - "andreasrocha artstyle", - "jamesdaly artstyle", - "elden ring style", - "postapocalypse", - "analog style", - "knollingcase", - "swpunk", - "synthwave", - "cyborgdiffusion" - ], "homepage": "https://civitai.com/models/4398/protogen-infinity-official-release", "nsfw": false, "download_all": false, @@ -3657,16 +3575,17 @@ "showcases": [ "https://raw.githubusercontent.com/db0/AI-Horde-image-model-reference/main/showcase/duchaiten/01_gigachad.webp" ], - "version": "4.5.3", + "version": "2", "style": "anime", - "homepage": "https://civitai.com/models/3079?modelVersionId=50724", - "nsfw": true, + "homepage": "https://huggingface.co/DucHaiten/DucHaitenAIart", + "nsfw": false, "download_all": false, "config": { "files": [ { "path": "DucHaiten.ckpt", - "sha256sum": "CE4D987A0E8BCF5253D2D0B045F9B12B1264DD440F4D4B05BE6B56F646995B0F" + "md5sum": "f60df3dea87b54ad45d87bc64278ddf6", + "sha256sum": "6965ff319389af404f04bfe3a8d8dc5da742330b55fa5374095e317139f5e4f6" }, { "path": "v1-inference.yaml" @@ -3676,7 +3595,7 @@ { "file_name": "DucHaiten.ckpt", "file_path": "", - "file_url": "https://huggingface.co/DucHaiten/DucHaitenAIart/resolve/main/DucHaitenAIart-v4.5.3.safetensors" + "file_url": "https://huggingface.co/Airic/DucHaiten/resolve/main/DucHaitenAIart_v2.ckpt" } ] }, @@ -3690,7 +3609,7 @@ "showcases": [ "https://raw.githubusercontent.com/db0/AI-Horde-image-model-reference/main/showcase/dreamshaper/01_gigachad.webp" ], - "version": "5", + "version": "4", "style": "artistic", "homepage": "https://civitai.com/models/4384/dreamshaper", "nsfw": false, @@ -3699,7 +3618,8 @@ "files": [ { "path": "Dreamshaper.ckpt", - "sha256sum": "ffad8f3da766de2a56343e388df43941ee27143a03c596e0b8f06976d4fa52e9" + "md5sum": "b70fb850249d59f254a2e532c17910d4", + "sha256sum": "437abd54cbfa4c60e9180e4994e9d47bccbc14b1b4ad34a1c385eb736528e3a9" }, { "path": "v1-inference.yaml" @@ -3709,7 +3629,7 @@ { "file_name": "Dreamshaper.ckpt", "file_path": "", - "file_url": "https://civitai.com/api/download/models/43888?type=Model&format=PickleTensor&size=full&fp=fp16" + "file_url": "https://huggingface.co/Airic/mirrors/resolve/main/Dreamshaper_v4.ckpt" } ] }, @@ -4643,7 +4563,6 @@ ], "version": "1.3", "style": "realistic", - "homepage": "https://civitai.com/models/2661/uber-realistic-porn-merge-urpm", "nsfw": true, "download_all": false, "config": { @@ -4713,8 +4632,7 @@ "version": "1.2", "style": "artistic", "trigger": [ - "rachelwalker style", - "a watercolor painting with a white background rachelwalker style [your image subject]" + "rachelwalker style" ], "homepage": "https://civitai.com/models/1122/rachel-walker-style-watercolor", "nsfw": false, @@ -5393,10 +5311,6 @@ ], "version": "1.0", "style": "anime", - "trigger": [ - "(80s anime style)", - "(gtav style)" - ], "homepage": "https://huggingface.co/DucHaiten/DH_ClassicAnime", "nsfw": false, "download_all": false, @@ -6399,7 +6313,7 @@ { "file_name": "expmix.ckpt", "file_path": "", - "file_url": "https://huggingface.co/jug-dev/mirror/resolve/main/expmix.ckpt" + "file_url": "https://huggingface.co/Airic/mirrors/resolve/main/expmix_inclVAE.ckpt" } ] }, @@ -6645,7 +6559,7 @@ "baseline": "stable diffusion 1", "type": "ckpt", "description": "A 1024 res SD v1.5 trained (not merged) resolution model for various high-quality artstyles. NOTE: There are 42 different possible triggers depending on what you want to create, please see the homepage for the full list", - "version": "1", + "version": "3", "style": "generalist", "homepage": "https://civitai.com/models/20842", "nsfw": false, @@ -6797,36 +6711,6 @@ }, "available": false }, - "Ether Real Mix": { - "name": "Ether Real Mix", - "baseline": "stable diffusion 1", - "type": "ckpt", - "description": "Ether Real Mix is a realistic to semi-realistic anime style model tuned with the flexibility for general purpose use (hopefully). It still has some shortcomings inherit to anime models such as biases in generating females and humans.", - "version": "1.1", - "style": "other", - "homepage": "https://civitai.com/models/18207?modelVersionId=23036", - "nsfw": false, - "download_all": false, - "config": { - "files": [ - { - "path": "etherRealMix.safetensors", - "sha256sum": "bfcaa69ad9ef9d7ecca9a2251a5c5a84f31da7bb66f093e185006435026de787" - }, - { - "path": "v1-inference.yaml" - } - ], - "download": [ - { - "file_name": "etherRealMix.safetensors", - "file_path": "", - "file_url": "https://civitai.com/api/download/models/23036?type=Model&format=SafeTensor&size=pruned&fp=fp16" - } - ] - }, - "available": false - }, "Lyriel": { "name": "Lyriel", "baseline": "stable diffusion 1", @@ -6919,305 +6803,5 @@ ] }, "available": false - }, - "MoonMix Fantasy": { - "name": "MoonMix Fantasy", - "baseline": "stable diffusion 1", - "type": "ckpt", - "description": "This model is the result of merging several checkpoint models. See homepage for details.", - "version": "2.0", - "style": "other", - "homepage": "https://civitai.com/models/43977?modelVersionId=51550", - "nsfw": true, - "download_all": false, - "config": { - "files": [ - { - "path": "moonmix_fantasy.safetensors", - "sha256sum": "7458ea41046e57032a8f1bccd4dd6d3cc3c15104f16dd1198d650a0a83cc0072" - }, - { - "path": "v1-inference.yaml" - } - ], - "download": [ - { - "file_name": "moonmix_fantasy.safetensors", - "file_path": "", - "file_url": "https://civitai.com/api/download/models/51550?type=Model&format=SafeTensor&size=full&fp=fp16" - } - ] - }, - "available": false - }, - "ICBINP - I Can't Believe It's Not Photography": { - "name": "ICBINP - I Can't Believe It's Not Photography", - "baseline": "stable diffusion 1", - "type": "ckpt", - "description": "Following on from Gorilla With A Brick, merged in 10 more photorealistic models at various weights, and some more noise offset to create something that when prompted for photorealism will make you go 'I Can't Believe It's Not Photography'. It will happily create CGI characters and awesome landscapes as well.", - "version": "4.0", - "style": "realistic", - "homepage": "https://civitai.com/models/28059/icbinp-i-cant-believe-its-not-photography", - "nsfw": false, - "download_all": false, - "config": { - "files": [ - { - "path": "icbinp.ckpt", - "sha256sum": "1d5fad85a8b0c3c63ce0e25f5b5cfb4beed18e9dbae093866125ea97f1413482" - }, - { - "path": "v1-inference.yaml" - } - ], - "download": [ - { - "file_name": "icbinp.ckpt", - "file_path": "", - "file_url": "https://civitai.com/api/download/models/60899?type=Model&format=PickleTensor&size=pruned&fp=fp16" - } - ] - }, - "available": false - }, - "BB95 Furry Mix": { - "name": "BB95 Furry Mix", - "baseline": "stable diffusion 1", - "type": "ckpt", - "description": "This model is a mix of various furry models.", - "version": "4.1", - "style": "furry", - "homepage": "https://civitai.com/models/17649/bb95-furry-mix", - "nsfw": true, - "download_all": false, - "config": { - "files": [ - { - "path": "bb95FurryMix.safetensors", - "sha256sum": "3ff38a9cc3cbaab56c4e8be0908920e95ce0f16b5b456c2ec99113a8aa9ffb05" - }, - { - "path": "v1-inference.yaml" - } - ], - "download": [ - { - "file_name": "bb95FurryMix.safetensors", - "file_path": "", - "file_url": "https://civitai.com/api/download/models/53885?type=Model&format=SafeTensor&size=full&fp=fp32" - } - ] - }, - "available": false - }, - "MeinaMix": { - "name": "MeinaMix", - "baseline": "stable diffusion 1", - "type": "ckpt", - "description": "MeinaMix objective is to be able to do good art with little prompting.", - "version": "9.0", - "style": "artistic", - "homepage": "https://civitai.com/models/7240/meinamix", - "nsfw": true, - "download_all": false, - "config": { - "files": [ - { - "path": "meinamix.safetensors", - "sha256sum": "eac6c08a199c4953f80ae5b4ea5f9b2d88c7f3c6f2546e14a57851e3e4a1c5cb" - }, - { - "path": "v1-inference.yaml" - } - ], - "download": [ - { - "file_name": "meinamix.safetensors", - "file_path": "", - "file_url": "https://civitai.com/api/download/models/46137?type=Model&format=SafeTensor&size=pruned&fp=fp16" - } - ] - }, - "available": false - }, - "Mistoon Amethyst": { - "name": "Mistoon Amethyst", - "baseline": "stable diffusion 1", - "type": "ckpt", - "description": "It creates realistic and expressive characters with a disney twist.", - "version": "2.0", - "style": "anime", - "homepage": "https://civitai.com/models/33707/mistoonamethyst", - "nsfw": true, - "download_all": false, - "config": { - "files": [ - { - "path": "mistoonAmethyst.safetensors", - "sha256sum": "fc896c44f11404efbb59b73bbf08a9265afb7a905104ca9626b92e5998f078d2" - }, - { - "path": "v1-inference.yaml" - } - ], - "download": [ - { - "file_name": "mistoonAmethyst.safetensors", - "file_path": "", - "file_url": "https://civitai.com/api/download/models/56710?type=Model&format=SafeTensor&size=pruned&fp=fp16" - } - ] - }, - "available": false - }, - "Art Of Mtg": { - "name": "Art Of Mtg", - "baseline": "stable diffusion 1", - "type": "ckpt", - "description": "Experimenal model, based on ~5000 arts for cards from Magic: the Gathering game on top of SD1.5 model. 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examples.kudos import KudosModel, SimpleNeuralNetwork\n", - "\n", - "model = KudosModel(\"kudos_models/kudos-v15-26.ckpt\")\n", - "\n", - "print(model.model.__repr__)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "np.set_printoptions(threshold=np.inf, linewidth=80, suppress=True, precision=16)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "metadata": {}, - "outputs": [], - "source": [ - "def print_state_dict(state_dict):\n", - " print(\"{\")\n", - " for key, value in state_dict.items():\n", - " value_np = value.numpy()\n", - " value_str = np.array2string(value_np, separator=', ', suppress_small=False, precision=16)\n", - " print(f'\"{key}\": {value_str}, \\n')\n", - " print(\"}\")\n" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "{\n", - "\"stack.0.weight\": [[ 3.36243305e-03, 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-5.62235400e-05, -4.67236760e-06,\n", - " -2.73517564e-13, -1.66268956e-06, -1.78931414e-12, -6.70017028e-11, -6.65444986e-06, 3.80682905e-05,\n", - " -5.93482127e-07, -3.26929403e-05, -7.78953291e-11, 1.22022711e-10, 1.90403749e-37, -1.21683588e-05,\n", - " 3.58356855e-12, -9.21241972e-11, -6.02098211e-08, 1.57504701e-07, -3.51291174e-09, -5.43848057e-11,\n", - " -1.15291797e-07, -2.22951189e-06, -3.16738647e-06, 7.74747627e-12, -1.96158999e-06, -3.66745809e-07,\n", - " -3.36784739e-10, -1.32189798e-05, 7.10931813e-10, -2.44652699e-41, -7.97668599e-06, 5.41971815e-11,\n", - " 8.49078585e-11, -1.24357058e-09, 6.94300206e-06, -1.08764089e-05, -2.15510984e-10, -4.76323803e-05,\n", - " -5.47398849e-05, -1.19673814e-05, 3.45389235e-05, 1.73801844e-08, -1.13169417e-05, -2.85632358e-13,\n", - " 9.05092058e-15, -1.85296385e-13, -2.00349557e-13, 8.81352977e-11, -1.00052710e-41]], \n", - "\n", - "\"stack.14.bias\": [ 7.7942930e-02, 4.9719349e-13, -2.0557536e-02, 2.1492888e-06, -2.3699550e-04, -1.4030274e-03, -3.8457571e-08,\n", - " -1.0219277e-04, -9.4080063e-11, 6.7792088e-02, 1.8830020e-02, -6.7266188e-07, 1.6662382e-02, 8.6264692e-05,\n", - " -2.3004441e-03, 2.4641508e-02, 4.9218874e-02, 5.1516652e-02, 8.4755038e-14, 5.9747268e-05, 2.0313473e-07,\n", - " 2.7203828e-04, -4.8268881e-27, 2.2411058e-02, -4.9893837e-03, 5.7709444e-02, 8.1720501e-02, 6.1926492e-02,\n", - " -9.2889545e-09, 1.0359637e-01, 7.4243642e-02, 7.6042093e-02, 1.5056405e-05, 5.7527781e-02, 1.1957704e-01,\n", - " 1.2040784e-01, -4.1074959e-06, -1.0459687e-04, 1.7165480e-02, 5.7855573e-02, 5.1352915e-11], \n", - "\n", - "\"stack.16.weight\": [[ 1.79071799e-01, 4.60846489e-03, 3.17261145e-02, 1.42049366e-05, 7.02174555e-04, -1.82225052e-02,\n", - " -4.53262962e-03, -2.70337630e-02, 1.08856836e-03, 1.68665513e-01, 7.92328194e-02, -9.95499431e-04,\n", - " 1.18657894e-01, -1.44221541e-02, -1.51172222e-03, 1.49753585e-01, 1.22966111e-01, 1.45303950e-01,\n", - " -2.51589314e-04, -6.86951971e-04, 1.07001561e-05, -4.11667745e-04, -4.09077946e-03, 1.03367716e-01,\n", - " -9.67222173e-03, 1.40534371e-01, 1.69024631e-01, 1.24062829e-01, 1.85084343e-02, 1.81690931e-01,\n", - " 2.45922357e-01, 1.99684471e-01, -1.39143958e-04, 1.49814919e-01, 2.53636688e-01, 2.82208979e-01,\n", - " 3.81598645e-03, 3.93880112e-03, 1.47179142e-01, 1.65638164e-01, -2.70994124e-03]], \n", - "\n", - "\"stack.16.bias\": [0.08565897], \n", - "\n", - "}\n" - ] - } - ], - "source": [ - "print_state_dict(model.model.state_dict())\n" - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "metadata": {}, - "outputs": [], - "source": [ - "from foo import data\n" - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "metadata": {}, - "outputs": [], - "source": [ - "state_dict = {}\n", - "for key, value in data.items():\n", - " state_dict[key] = torch.tensor(value)\n" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3", - "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": "3.10.11" - }, - "orig_nbformat": 4 - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/requirements.txt b/requirements.txt index d0a80f8f..04b8575e 100644 --- a/requirements.txt +++ b/requirements.txt @@ -31,7 +31,7 @@ opencv-python # controlnet custom nodes opencv-contrib-python opencv-python -timm==0.6.12 +timm>=0.6.12 torchvision scipy matplotlib diff --git a/run.cmd b/run.cmd deleted file mode 100644 index 35de9b91..00000000 --- a/run.cmd +++ /dev/null @@ -1 +0,0 @@ -py-spy record -t -o profiles/profile-1-thread-basic-hordelib.sc --format speedscope -- python -m examples.run_profiler profiles/profile-1-thread-basic.json