AUTOMATIC1111 / stable-diffusion-webui

Stable Diffusion web UI
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[Bug]: Cannot recreate images #15671

Open Strat00s opened 3 weeks ago

Strat00s commented 3 weeks ago

Checklist

What happened?

No matter what, I just cannot recreate any already made images either using PNG info or typing the prompt manually. They always look a bit different.

Steps to reproduce the problem

Using https://civitai.com/models/132632/epicphotogasm?modelVersionId=429454 as an example.

  1. Get the model
  2. Get any of the images that are showcased there. For example the cat superman: https://image.civitai.com/xG1nkqKTMzGDvpLrqFT7WA/1da2fd4a-8dbe-424e-920b-bde90e3539d2/original=true/00685-1813774964.jpeg
  3. Get the PNG info from it
  4. Send it to txt2img
  5. Generate

What should have happened?

The generated image should look identical. Instead, I get a very similiar, but different image. But obviously, using the PNG info of this image, I get an identical image.

Spoiler ![00000-1813774964](https://github.com/AUTOMATIC1111/stable-diffusion-webui/assets/24775036/a68d8893-ae09-4ada-a755-faadd82aaf37)

What browsers do you use to access the UI ?

Mozilla Firefox, Google Chrome, Microsoft Edge

Sysinfo

{ "Platform": "Windows-10-10.0.22621-SP0", "Python": "3.10.11", "Version": "v1.9.3", "Commit": "1c0a0c4c26f78c32095ebc7f8af82f5c04fca8c0", "Script path": "C:\Users\Stratos\Desktop\sd\stable-diffusion-webui", "Data path": "C:\Users\Stratos\Desktop\sd\stable-diffusion-webui", "Extensions dir": "C:\Users\Stratos\Desktop\sd\stable-diffusion-webui\extensions", "Checksum": "07ae02d8b3b39fb3f4ea2c25005a53722aa5ae766834c722144c89bde5fddabe", "Commandline": [ "launch.py" ], "Torch env info": { "torch_version": "2.1.2+cu121", "is_debug_build": "False", "cuda_compiled_version": "12.1", "gcc_version": "(Rev7, Built by MSYS2 project) 13.1.0\r", "clang_version": null, "cmake_version": null, "os": "Microsoft Windows 11 Pro", "libc_version": "N/A", "python_version": "3.10.11 (tags/v3.10.11:7d4cc5a, Apr 5 2023, 00:38:17) [MSC v.1929 64 bit (AMD64)] (64-bit runtime)", "python_platform": "Windows-10-10.0.22621-SP0", "is_cuda_available": "True", "cuda_runtime_version": null, "cuda_module_loading": "LAZY", "nvidia_driver_version": "551.86", "nvidia_gpu_models": "GPU 0: NVIDIA GeForce GTX 1080 Ti", "cudnn_version": null, "pip_version": "pip3", "pip_packages": [ "numpy==1.26.2", "open-clip-torch==2.20.0", "pytorch-lightning==1.9.4", "torch==2.1.2+cu121", "torchdiffeq==0.2.3", "torchmetrics==1.3.2", "torchsde==0.2.6", "torchvision==0.16.2+cu121" ], "conda_packages": [ "_anaconda_depends 2024.02 py311_mkl_1 ", "blas 1.0 mkl ", "mkl 2023.1.0 h6b88ed4_46358 ", "mkl-service 2.4.0 py311h2bbff1b_1 ", "mkl_fft 1.3.8 py311h2bbff1b_0 ", "mkl_random 1.2.4 py311h59b6b97_0 ", "numpy 1.26.4 py311hdab7c0b_0 ", "numpy-base 1.26.4 py311hd01c5d8_0 ", "numpydoc 1.5.0 py311haa95532_0 " ], "hip_compiled_version": "N/A", "hip_runtime_version": "N/A", "miopen_runtime_version": "N/A", "caching_allocator_config": "", "is_xnnpack_available": "True", "cpu_info": [ "Architecture=9", "CurrentClockSpeed=3400", "DeviceID=CPU0", "Family=198", "L2CacheSize=8192", "L2CacheSpeed=", "Manufacturer=GenuineIntel", "MaxClockSpeed=3400", "Name=13th Gen Intel(R) Core(TM) i7-13700KF", "ProcessorType=3", "Revision=" ] }, "Exceptions": [], "CPU": { "model": "Intel64 Family 6 Model 183 Stepping 1, GenuineIntel", "count logical": 24, "count physical": 16 }, "RAM": { "total": "16GB", "used": "12GB", "free": "4GB" }, "Extensions": [], "Inactive extensions": [], "Environment": { "GRADIO_ANALYTICS_ENABLED": "False" }, "Config": { "ldsr_steps": 100, "ldsr_cached": false, "SCUNET_tile": 256, "SCUNET_tile_overlap": 8, "SWIN_tile": 192, "SWIN_tile_overlap": 8, "SWIN_torch_compile": false, "hypertile_enable_unet": false, "hypertile_enable_unet_secondpass": false, "hypertile_max_depth_unet": 3, "hypertile_max_tile_unet": 256, "hypertile_swap_size_unet": 3, "hypertile_enable_vae": false, "hypertile_max_depth_vae": 3, "hypertile_max_tile_vae": 128, "hypertile_swap_size_vae": 3, "sd_model_checkpoint": "epicphotogasm_ultimateFidelity.safetensors [e44c7b30c6]", "sd_checkpoint_hash": "e44c7b30c64ff0d7bafb68ed94d0b2f5cf864c23d4c5095731f73239fc636f55", "outdir_samples": "", "outdir_txt2img_samples": "outputs\txt2img-images", "outdir_img2img_samples": "outputs\img2img-images", "outdir_extras_samples": "outputs\extras-images", "outdir_grids": "", "outdir_txt2img_grids": "outputs\txt2img-grids", "outdir_img2img_grids": "outputs\img2img-grids", "outdir_save": "log\images", "outdir_init_images": "outputs\init-images", "samples_save": true, "samples_format": "png", "samples_filename_pattern": "", "save_images_add_number": true, "save_images_replace_action": "Replace", "grid_save": true, "grid_format": "png", "grid_extended_filename": false, "grid_only_if_multiple": true, "grid_prevent_empty_spots": false, "grid_zip_filename_pattern": "", "n_rows": -1, "font": "", "grid_text_active_color": "#000000", "grid_text_inactive_color": "#999999", "grid_background_color": "#ffffff", "save_images_before_face_restoration": false, "save_images_before_highres_fix": false, "save_images_before_color_correction": false, "save_mask": false, "save_mask_composite": false, "jpeg_quality": 80, "webp_lossless": false, "export_for_4chan": true, "img_downscale_threshold": 4.0, "target_side_length": 4000.0, "img_max_size_mp": 200.0, "use_original_name_batch": true, "use_upscaler_name_as_suffix": false, "save_selected_only": true, "save_init_img": false, "temp_dir": "", "clean_temp_dir_at_start": false, "save_incomplete_images": false, "notification_audio": true, "notification_volume": 100, "save_to_dirs": true, "grid_save_to_dirs": true, "use_save_to_dirs_for_ui": false, "directories_filename_pattern": "[date]", "directories_max_prompt_words": 8, "auto_backcompat": true, "use_old_emphasis_implementation": false, "use_old_karras_scheduler_sigmas": false, "no_dpmpp_sde_batch_determinism": false, "use_old_hires_fix_width_height": false, "dont_fix_second_order_samplers_schedule": false, "hires_fix_use_firstpass_conds": false, "use_old_scheduling": false, "use_downcasted_alpha_bar": false, "refiner_switch_by_sample_steps": false, "lora_functional": false, "extra_networks_show_hidden_directories": true, "extra_networks_dir_button_function": false, "extra_networks_hidden_models": "When searched", "extra_networks_default_multiplier": 1, "extra_networks_card_width": 0.0, "extra_networks_card_height": 0.0, "extra_networks_card_text_scale": 1, "extra_networks_card_show_desc": true, "extra_networks_card_description_is_html": false, "extra_networks_card_order_field": "Path", "extra_networks_card_order": "Ascending", "extra_networks_tree_view_style": "Dirs", "extra_networks_tree_view_default_enabled": true, "extra_networks_tree_view_default_width": 180.0, "extra_networks_add_text_separator": " ", "ui_extra_networks_tab_reorder": "", "textual_inversion_print_at_load": false, "textual_inversion_add_hashes_to_infotext": true, "sd_hypernetwork": "None", "sd_lora": "None", "lora_preferred_name": "Alias from file", "lora_add_hashes_to_infotext": true, "lora_show_all": false, "lora_hide_unknown_for_versions": [], "lora_in_memory_limit": 0, "lora_not_found_warning_console": false, "lora_not_found_gradio_warning": false, "cross_attention_optimization": "Automatic", "s_min_uncond": 0, "token_merging_ratio": 0, "token_merging_ratio_img2img": 0, "token_merging_ratio_hr": 0, "pad_cond_uncond": false, "pad_cond_uncond_v0": false, "persistent_cond_cache": true, "batch_cond_uncond": true, "fp8_storage": "Disable", "cache_fp16_weight": false, "hide_samplers": [], "eta_ddim": 0, "eta_ancestral": 1, "ddim_discretize": "uniform", "s_churn": 0, "s_tmin": 0, "s_tmax": 0, "s_noise": 1, "sigma_min": 0.0, "sigma_max": 0.0, "rho": 0.0, "eta_noise_seed_delta": 0, "always_discard_next_to_last_sigma": false, "sgm_noise_multiplier": false, "uni_pc_variant": "bh1", "uni_pc_skip_type": "time_uniform", "uni_pc_order": 3, "uni_pc_lower_order_final": true, "sd_noise_schedule": "Default", "sd_checkpoints_limit": 1, "sd_checkpoints_keep_in_cpu": true, 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"show_progress_every_n_steps": 1, "show_progress_type": "Approx cheap", "live_preview_allow_lowvram_full": false, "live_preview_content": "Prompt", "live_preview_refresh_period": 1000.0, "live_preview_fast_interrupt": false, "js_live_preview_in_modal_lightbox": false, "keyedit_precision_attention": 0.1, "keyedit_precision_extra": 0.05, "keyedit_delimiters": ".,\/!?%^*;:{}=`~() ", "keyedit_delimiters_whitespace": [ "Tab", "Carriage Return", "Line Feed" ], "keyedit_move": true, "disable_token_counters": false, "include_styles_into_token_counters": true, "extra_options_txt2img": [], "extra_options_img2img": [], "extra_options_cols": 1, "extra_options_accordion": false, "compact_prompt_box": false, "samplers_in_dropdown": true, "dimensions_and_batch_together": true, "sd_checkpoint_dropdown_use_short": false, "hires_fix_show_sampler": false, "hires_fix_show_prompts": false, "txt2img_settings_accordion": false, "img2img_settings_accordion": false, "interrupt_after_current": true, "localization": "None", "quicksettings_list": [ "sd_model_checkpoint" ], "ui_tab_order": [], "hidden_tabs": [], "ui_reorder_list": [], "gradio_theme": "Default", "gradio_themes_cache": true, "show_progress_in_title": true, "send_seed": true, "send_size": true, "enable_reloading_ui_scripts": false, "api_enable_requests": true, "api_forbid_local_requests": true, "api_useragent": "", "prioritized_callbacks_app_started": [], "prioritized_callbacks_model_loaded": [], "prioritized_callbacks_ui_settings": [], "prioritized_callbacks_infotext_pasted": [], "prioritized_callbacks_script_unloaded": [], "prioritized_callbacks_before_ui": [], "prioritized_callbacks_list_optimizers": [], "prioritized_callbacks_before_token_counter": [], "prioritized_callbacks_script_before_process": [], "prioritized_callbacks_script_process": [], "prioritized_callbacks_script_post_sample": [], "prioritized_callbacks_script_on_mask_blend": [], "prioritized_callbacks_script_postprocess_maskoverlay": [], "auto_launch_browser": "Local", "enable_console_prompts": false, "show_warnings": false, "show_gradio_deprecation_warnings": true, "memmon_poll_rate": 8, "samples_log_stdout": false, "multiple_tqdm": true, "enable_upscale_progressbar": true, "print_hypernet_extra": false, "list_hidden_files": true, "disable_mmap_load_safetensors": false, "hide_ldm_prints": true, "dump_stacks_on_signal": false, "face_restoration": false, "face_restoration_model": "CodeFormer", "code_former_weight": 0.5, "face_restoration_unload": false, "postprocessing_enable_in_main_ui": [], "postprocessing_disable_in_extras": [], "postprocessing_operation_order": [], "upscaling_max_images_in_cache": 5, "postprocessing_existing_caption_action": "Ignore", "ESRGAN_tile": 192, "ESRGAN_tile_overlap": 8, "realesrgan_enabled_models": [ "R-ESRGAN 4x+", "R-ESRGAN 4x+ Anime6B" ], "dat_enabled_models": [ "DAT x2", "DAT x3", "DAT x4" ], "DAT_tile": 192, "DAT_tile_overlap": 8, "set_scale_by_when_changing_upscaler": false, "unload_models_when_training": false, "pin_memory": false, "save_optimizer_state": false, "save_training_settings_to_txt": true, "dataset_filename_word_regex": "", "dataset_filename_join_string": " ", "training_image_repeats_per_epoch": 1, "training_write_csv_every": 500.0, "training_xattention_optimizations": false, "training_enable_tensorboard": false, "training_tensorboard_save_images": false, "training_tensorboard_flush_every": 120.0, "canvas_hotkey_zoom": "Alt", "canvas_hotkey_adjust": "Ctrl", "canvas_hotkey_shrink_brush": "Q", "canvas_hotkey_grow_brush": "W", "canvas_hotkey_move": "F", "canvas_hotkey_fullscreen": "S", "canvas_hotkey_reset": "R", "canvas_hotkey_overlap": "O", "canvas_show_tooltip": true, "canvas_auto_expand": true, "canvas_blur_prompt": false, "canvas_disabled_functions": [ "Overlap" ], "interrogate_keep_models_in_memory": false, "interrogate_return_ranks": false, "interrogate_clip_num_beams": 1, "interrogate_clip_min_length": 24, "interrogate_clip_max_length": 48, "interrogate_clip_dict_limit": 1500.0, "interrogate_clip_skip_categories": [], "interrogate_deepbooru_score_threshold": 0.5, "deepbooru_sort_alpha": true, "deepbooru_use_spaces": true, "deepbooru_escape": true, "deepbooru_filter_tags": "" }, "Startup": { "total": 7.176642894744873, "records": { "initial startup": 0.012509346008300781, "prepare environment/checks": 0.007527589797973633, "prepare environment/git version info": 0.03851675987243652, "prepare environment/torch GPU test": 1.4564828872680664, "prepare environment/clone repositores": 0.09253907203674316, "prepare environment/run extensions installers": 0.0020003318786621094, "prepare environment": 1.6220002174377441, "launcher": 0.0010013580322265625, "import torch": 2.7394678592681885, "import gradio": 0.5879905223846436, "setup paths": 0.6199226379394531, "import ldm": 0.0035042762756347656, "import sgm": 0.0, "initialize shared": 0.13905119895935059, "other imports": 0.3660135269165039, "opts onchange": 0.0, "setup SD model": 0.0, "setup codeformer": 0.0009999275207519531, "setup gfpgan": 0.006543397903442383, "set samplers": 0.0, "list extensions": 0.0010039806365966797, "restore config state file": 0.0, "list SD models": 0.021965980529785156, "list localizations": 0.0, "load scripts/custom_code.py": 0.002000093460083008, "load scripts/img2imgalt.py": 0.0010006427764892578, "load scripts/loopback.py": 0.0, "load scripts/outpainting_mk_2.py": 0.0, "load scripts/poor_mans_outpainting.py": 0.0, "load scripts/postprocessing_codeformer.py": 0.001001119613647461, "load scripts/postprocessing_gfpgan.py": 0.0, "load scripts/postprocessing_upscale.py": 0.0, "load scripts/prompt_matrix.py": 0.0, "load scripts/prompts_from_file.py": 0.0, "load scripts/sd_upscale.py": 0.0009982585906982422, "load scripts/xyz_grid.py": 0.0005037784576416016, "load scripts/ldsr_model.py": 0.3743705749511719, "load scripts/lora_script.py": 0.07503080368041992, "load scripts/scunet_model.py": 0.01399683952331543, "load scripts/swinir_model.py": 0.011012792587280273, "load scripts/hotkey_config.py": 0.0010001659393310547, "load scripts/extra_options_section.py": 0.0, "load scripts/hypertile_script.py": 0.021497011184692383, "load scripts/hypertile_xyz.py": 0.0, "load scripts/postprocessing_autosized_crop.py": 0.0, "load scripts/postprocessing_caption.py": 0.0, "load scripts/postprocessing_create_flipped_copies.py": 0.0010001659393310547, "load scripts/postprocessing_focal_crop.py": 0.0, "load scripts/postprocessing_split_oversized.py": 0.0, "load scripts/soft_inpainting.py": 0.0, "load scripts/comments.py": 0.01416468620300293, "load scripts/refiner.py": 0.0, "load scripts/sampler.py": 0.0, "load scripts/seed.py": 0.0, "load scripts": 0.5175769329071045, "load upscalers": 0.0019996166229248047, "refresh VAE": 0.0010001659393310547, "refresh textual inversion templates": 0.0, "scripts list_optimizers": 0.0010001659393310547, "scripts list_unets": 0.0, "reload hypernetworks": 0.0010004043579101562, "initialize extra networks": 0.008407831192016602, "scripts before_ui_callback": 0.0019998550415039062, "create ui": 0.32591843605041504, "gradio launch": 0.21769928932189941, "add APIs": 0.0039997100830078125, "app_started_callback/lora_script.py": 0.0, "app_started_callback": 0.0 } }, "Packages": [ "accelerate==0.21.0", "aenum==3.1.15", "aiofiles==23.2.1", "aiohttp==3.9.5", "aiosignal==1.3.1", "altair==5.3.0", "antlr4-python3-runtime==4.9.3", "anyio==3.7.1", "async-timeout==4.0.3", "attrs==23.2.0", "blendmodes==2022", "certifi==2024.2.2", "charset-normalizer==3.3.2", "clean-fid==0.1.35", "click==8.1.7", "clip==1.0", "colorama==0.4.6", "contourpy==1.2.1", "cycler==0.12.1", "deprecation==2.1.0", "diskcache==5.6.3", "einops==0.4.1", "exceptiongroup==1.2.1", "facexlib==0.3.0", "fastapi==0.94.0", "ffmpy==0.3.2", "filelock==3.14.0", "filterpy==1.4.5", "fonttools==4.51.0", "frozenlist==1.4.1", "fsspec==2024.3.1", "ftfy==6.2.0", "gitdb==4.0.11", "gitpython==3.1.32", "gradio-client==0.5.0", "gradio==3.41.2", "h11==0.12.0", "httpcore==0.15.0", "httpx==0.24.1", "huggingface-hub==0.22.2", "idna==3.7", "imageio==2.34.1", "importlib-resources==6.4.0", "inflection==0.5.1", "jinja2==3.1.3", "jsonmerge==1.8.0", "jsonschema-specifications==2023.12.1", "jsonschema==4.21.1", "kiwisolver==1.4.5", "kornia==0.6.7", "lark==1.1.2", "lazy-loader==0.4", "lightning-utilities==0.11.2", "llvmlite==0.42.0", "markupsafe==2.1.5", "matplotlib==3.8.4", "mpmath==1.3.0", "multidict==6.0.5", "networkx==3.3", "numba==0.59.1", "numpy==1.26.2", "omegaconf==2.2.3", "open-clip-torch==2.20.0", "opencv-python==4.9.0.80", "orjson==3.10.1", "packaging==24.0", "pandas==2.2.2", "piexif==1.1.3", "pillow-avif-plugin==1.4.3", "pillow==9.5.0", "pip==23.0.1", "protobuf==3.20.0", "psutil==5.9.5", "pydantic==1.10.15", "pydub==0.25.1", "pyparsing==3.1.2", "python-dateutil==2.9.0.post0", "python-multipart==0.0.9", "pytorch-lightning==1.9.4", "pytz==2024.1", "pywavelets==1.6.0", "pyyaml==6.0.1", "referencing==0.35.0", "regex==2024.4.28", "requests==2.31.0", "resize-right==0.0.2", "rpds-py==0.18.0", "safetensors==0.4.2", "scikit-image==0.21.0", "scipy==1.13.0", "semantic-version==2.10.0", "sentencepiece==0.2.0", "setuptools==65.5.0", "six==1.16.0", "smmap==5.0.1", "sniffio==1.3.1", "spandrel==0.1.6", "starlette==0.26.1", "sympy==1.12", "tifffile==2024.4.24", "timm==0.9.16", "tokenizers==0.13.3", "tomesd==0.1.3", "toolz==0.12.1", "torch==2.1.2+cu121", "torchdiffeq==0.2.3", "torchmetrics==1.3.2", "torchsde==0.2.6", "torchvision==0.16.2+cu121", "tqdm==4.66.2", "trampoline==0.1.2", "transformers==4.30.2", "typing-extensions==4.11.0", "tzdata==2024.1", "urllib3==2.2.1", "uvicorn==0.29.0", "wcwidth==0.2.13", "websockets==11.0.3", "yarl==1.9.4" ] }

Console logs

venv "C:\Users\Stratos\Desktop\sd\stable-diffusion-webui\venv\Scripts\Python.exe"
Python 3.10.11 (tags/v3.10.11:7d4cc5a, Apr  5 2023, 00:38:17) [MSC v.1929 64 bit (AMD64)]
Version: v1.9.3
Commit hash: 1c0a0c4c26f78c32095ebc7f8af82f5c04fca8c0
Launching Web UI with arguments:
no module 'xformers'. Processing without...
no module 'xformers'. Processing without...
No module 'xformers'. Proceeding without it.
Loading weights [e44c7b30c6] from C:\Users\Stratos\Desktop\sd\stable-diffusion-webui\models\Stable-diffusion\epicphotogasm_ultimateFidelity.safetensors
Creating model from config: C:\Users\Stratos\Desktop\sd\stable-diffusion-webui\configs\v1-inference.yaml
Running on local URL:  http://127.0.0.1:7860

To create a public link, set `share=True` in `launch()`.
Startup time: 7.2s (prepare environment: 1.6s, import torch: 2.7s, import gradio: 0.6s, setup paths: 0.6s, initialize shared: 0.1s, other imports: 0.4s, load scripts: 0.5s, create ui: 0.3s, gradio launch: 0.2s).
Applying attention optimization: Doggettx... done.
Model loaded in 1.9s (load weights from disk: 0.4s, create model: 0.2s, apply weights to model: 1.0s, calculate empty prompt: 0.2s).
100%|██████████████████████████████████████████████████████████████████████████████████| 20/20 [00:43<00:00,  2.16s/it]
tiled upscale: 100%|███████████████████████████████████████████████████████████████████| 24/24 [00:04<00:00,  4.94it/s]
100%|██████████████████████████████████████████████████████████████████████████████████| 10/10 [03:34<00:00, 21.46s/it]
Total progress: 100%|██████████████████████████████████████████████████████████████████| 30/30 [04:34<00:00,  9.16s/it]
Total progress: 100%|██████████████████████████████████████████████████████████████████| 30/30 [04:34<00:00, 22.10s/it]

Additional information

No response

NamelessButler commented 2 weeks ago

From what I remember from some discussions before, civitai generator is different from WEBUI, hence replicating those images on WEBUI isn't something possible.