| import os, gdown, gc | |
| import numpy as np | |
| import gradio as gr | |
| from diffusers import FlaxStableDiffusionPipeline, StableDiffusionPipeline | |
| import torch | |
| from safetensors.torch import save_file, load_file | |
| from huggingface_hub import model_info, create_repo, create_branch, upload_folder | |
| from huggingface_hub.utils import RepositoryNotFoundError, RevisionNotFoundError | |
| def download_ckpt(ckpt_url): | |
| if "drive.google.com" in ckpt_url: | |
| gdown.download(url=ckpt_url, output="model.ckpt", quiet=False, fuzzy=True) | |
| else: | |
| os.system(f"wget {ckpt_url} -O model.ckpt") | |
| return "download ckpt done!" | |
| def download_vae(vae_url): | |
| if "drive.google.com" in vae_url: | |
| gdown.download(url=vae_url, output="vae.ckpt", quiet=False, fuzzy=True) | |
| else: | |
| os.system(f"wget {vae_url} -O vae.ckpt") | |
| return "download vae done!" | |
| def to_pt(): | |
| os.system("wget -q https://raw.githubusercontent.com/huggingface/diffusers/v0.13.1/scripts/convert_original_stable_diffusion_to_diffusers.py") | |
| os.system(f"python3 convert_original_stable_diffusion_to_diffusers.py --checkpoint_path model.ckpt --dump_path pt") | |
| return "convert to pt done!" | |
| def from_safetensors_to_pt(): | |
| os.system("wget -q https://raw.githubusercontent.com/huggingface/diffusers/v0.13.1/scripts/convert_original_stable_diffusion_to_diffusers.py") | |
| os.system(f"python3 convert_original_stable_diffusion_to_diffusers.py --from_safetensors --checkpoint_path model.safetensors --dump_path pt") | |
| return "convert to pt done!" | |
| def from_ckpt_to_safetensors(): | |
| os.system("wget -q https://raw.githubusercontent.com/huggingface/diffusers/v0.13.1/scripts/convert_original_stable_diffusion_to_diffusers.py") | |
| os.system(f"python3 convert_original_stable_diffusion_to_diffusers.py --checkpoint_path model.ckpt --to_safetensors --dump_path safetensors") | |
| return "convert to safetensors done!" | |
| def from_safetensors_to_safetensors(): | |
| os.system("wget -q https://raw.githubusercontent.com/huggingface/diffusers/v0.13.1/scripts/convert_original_stable_diffusion_to_diffusers.py") | |
| os.system(f"python3 convert_original_stable_diffusion_to_diffusers.py --from_safetensors --checkpoint_path model.safetensors --to_safetensors --dump_path safetensors") | |
| return "convert to safetensors done!" | |
| def from_safetensors_to_emaonly(safetensors_emaonly_name): | |
| os.system("mkdir safetensors") | |
| tensors = load_file("model.safetensors") | |
| filtered_only_ema = {k: v for k, v in tensors.items() if not k.startswith("model.")} | |
| save_file(filtered_only_ema, f"safetensors/{safetensors_emaonly_name}-emaonly.safetensors") | |
| return "convert to safetensors emaonly done!" | |
| def swap_ckpt_vae(ckpt_name): | |
| os.system("mkdir ckpt") | |
| model = torch.load("model.ckpt", map_location="cpu") | |
| if "state_dict" in model: | |
| sd = model["state_dict"] | |
| else: | |
| sd = model | |
| full_model = False | |
| vae_model = torch.load("vae.ckpt", map_location="cpu") | |
| vae_sd = vae_model['state_dict'] | |
| for vae_key in vae_sd: | |
| if vae_key.startswith("first_stage_model."): | |
| full_model = True | |
| break | |
| for vae_key in vae_sd: | |
| sd_key = vae_key | |
| if full_model: | |
| if not sd_key.startswith("first_stage_model."): | |
| continue | |
| else: | |
| if sd_key not in sd: | |
| sd_key = "first_stage_model." + sd_key | |
| if sd_key not in sd: | |
| continue | |
| sd[sd_key] = vae_sd[vae_key] | |
| torch.save(model, f"ckpt/{ckpt_name}-vae-swapped.ckpt") | |
| del model | |
| del vae_model | |
| del sd | |
| del vae_sd | |
| gc.collect() | |
| return "swap ckpt vae done!" | |
| def push_pt(model_to, token, branch): | |
| try: | |
| repo_exists = True | |
| r_info = model_info(model_to, token=token) | |
| except RepositoryNotFoundError: | |
| repo_exists = False | |
| finally: | |
| if repo_exists: | |
| print(r_info) | |
| else: | |
| create_repo(model_to, private=True, token=token) | |
| try: | |
| branch_exists = True | |
| b_info = model_info(model_to, revision=branch, token=token) | |
| except RevisionNotFoundError: | |
| branch_exists = False | |
| finally: | |
| if branch_exists: | |
| print(b_info) | |
| else: | |
| create_branch(model_to, branch=branch, token=token) | |
| upload_folder(folder_path="pt", path_in_repo="", revision=branch, repo_id=model_to, commit_message=f"pt - camenduru/converter", token=token) | |
| return "push pt done!" | |
| def delete_pt(): | |
| os.system(f"rm -rf pt") | |
| return "delete pt done!" | |
| def clone_pt(model_url): | |
| os.system("git lfs install") | |
| os.system(f"git clone https://huggingface.co/{model_url} pt") | |
| return "clone pt done!" | |
| def pt_to_flax(): | |
| pipe, params = FlaxStableDiffusionPipeline.from_pretrained("pt", from_pt=True) | |
| pipe.save_pretrained("flax", params=params) | |
| return "convert to flax done!" | |
| def push_flax(model_to, token, branch): | |
| try: | |
| repo_exists = True | |
| r_info = model_info(model_to, token=token) | |
| except RepositoryNotFoundError: | |
| repo_exists = False | |
| finally: | |
| if repo_exists: | |
| print(r_info) | |
| else: | |
| create_repo(model_to, private=True, token=token) | |
| try: | |
| branch_exists = True | |
| b_info = model_info(model_to, revision=branch, token=token) | |
| except RevisionNotFoundError: | |
| branch_exists = False | |
| finally: | |
| if branch_exists: | |
| print(b_info) | |
| else: | |
| create_branch(model_to, branch=branch, token=token) | |
| upload_folder(folder_path="flax", path_in_repo="", revision=branch, repo_id=model_to, commit_message=f"flax - camenduru/converter", token=token) | |
| return "push flax done!" | |
| def delete_flax(): | |
| os.system(f"rm -rf flax") | |
| return "delete flax done!" | |
| def flax_to_pt(): | |
| pipe = StableDiffusionPipeline.from_pretrained("flax", from_flax=True, safety_checker=None) | |
| pipe.save_pretrained("pt") | |
| return "convert to pt done!" | |
| def clone_flax(model_url): | |
| os.system("git lfs install") | |
| os.system(f"git clone https://huggingface.co/{model_url} flax") | |
| return "clone flax done!" | |
| def to_ckpt(ckpt_name): | |
| os.system("wget -q https://raw.githubusercontent.com/huggingface/diffusers/v0.13.1/scripts/convert_diffusers_to_original_stable_diffusion.py") | |
| os.system("mkdir ckpt") | |
| os.system(f"python3 convert_diffusers_to_original_stable_diffusion.py --model_path pt --checkpoint_path ckpt/{ckpt_name}.ckpt") | |
| return "convert to ckpt done!" | |
| def push_ckpt(model_to, token, branch): | |
| try: | |
| repo_exists = True | |
| r_info = model_info(model_to, token=token) | |
| except RepositoryNotFoundError: | |
| repo_exists = False | |
| finally: | |
| if repo_exists: | |
| print(r_info) | |
| else: | |
| create_repo(model_to, private=True, token=token) | |
| try: | |
| branch_exists = True | |
| b_info = model_info(model_to, revision=branch, token=token) | |
| except RevisionNotFoundError: | |
| branch_exists = False | |
| finally: | |
| if branch_exists: | |
| print(b_info) | |
| else: | |
| create_branch(model_to, branch=branch, token=token) | |
| upload_folder(folder_path="ckpt", path_in_repo="", revision=branch, repo_id=model_to, commit_message=f"ckpt - camenduru/converter", token=token) | |
| return "push ckpt done!" | |
| def delete_ckpt(): | |
| os.system(f"rm -rf ckpt") | |
| return "delete ckpt done!" | |
| def to_safetensors(safetensors_name): | |
| os.system("mkdir safetensors") | |
| weights = torch.load("model.ckpt", map_location="cpu") | |
| if "state_dict" in weights: | |
| weights = weights["state_dict"] | |
| save_file(weights, f"safetensors/{safetensors_name}.safetensors") | |
| return "convert to safetensors done!" | |
| def push_safetensors(model_to, token, branch): | |
| try: | |
| repo_exists = True | |
| r_info = model_info(model_to, token=token) | |
| except RepositoryNotFoundError: | |
| repo_exists = False | |
| finally: | |
| if repo_exists: | |
| print(r_info) | |
| else: | |
| create_repo(model_to, private=True, token=token) | |
| try: | |
| branch_exists = True | |
| b_info = model_info(model_to, revision=branch, token=token) | |
| except RevisionNotFoundError: | |
| branch_exists = False | |
| finally: | |
| if branch_exists: | |
| print(b_info) | |
| else: | |
| create_branch(model_to, branch=branch, token=token) | |
| upload_folder(folder_path="safetensors", path_in_repo="", revision=branch, repo_id=model_to, commit_message=f"safetensors - camenduru/converter", token=token) | |
| return "push safetensors done!" | |
| def delete_safetensors(): | |
| os.system(f"rm -rf safetensors") | |
| return "delete safetensors done!" | |
| def download_safetensors(safetensors_url): | |
| if "drive.google.com" in safetensors_url: | |
| gdown.download(url=ckpt_url, output="model.safetensors", quiet=False, fuzzy=True) | |
| else: | |
| os.system(f"wget {safetensors_url} -O model.safetensors") | |
| return "download safetensors done!" | |
| def from_safetensors_to_ckpt(ckpt_name): | |
| weights = load_file("model.safetensors", device="cpu") | |
| os.system("mkdir ckpt") | |
| torch.save(weights, f"ckpt/{ckpt_name}.ckpt") | |
| return "convert to ckpt done!" | |
| def delete_all(): | |
| delete_pt() | |
| delete_flax() | |
| delete_ckpt() | |
| delete_safetensors() | |
| return "delete all done!" | |
| block = gr.Blocks() | |
| with block: | |
| gr.Markdown( | |
| """ | |
| ## 🚨 Please first click delete all button 🚨 Thanks to 🤗 ❤ Now with CPU Upgrade! 🎉 <a class="duplicate-button" style="display:inline-block" target="_blank" href="https://huggingface.co/spaces/camenduru/converter?duplicate=true"><img style="margin: 0" src="https://img.shields.io/badge/-Duplicate%20Space-blue?labelColor=white&style=flat&logo=data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAYAAAAf8/9hAAAAAXNSR0IArs4c6QAAAP5JREFUOE+lk7FqAkEURY+ltunEgFXS2sZGIbXfEPdLlnxJyDdYB62sbbUKpLbVNhyYFzbrrA74YJlh9r079973psed0cvUD4A+4HoCjsA85X0Dfn/RBLBgBDxnQPfAEJgBY+A9gALA4tcbamSzS4xq4FOQAJgCDwV2CPKV8tZAJcAjMMkUe1vX+U+SMhfAJEHasQIWmXNN3abzDwHUrgcRGmYcgKe0bxrblHEB4E/pndMazNpSZGcsZdBlYJcEL9Afo75molJyM2FxmPgmgPqlWNLGfwZGG6UiyEvLzHYDmoPkDDiNm9JR9uboiONcBXrpY1qmgs21x1QwyZcpvxt9NS09PlsPAAAAAElFTkSuQmCC&logoWidth=14" alt="Duplicate Space"></a> <a style="display:inline-block" href="https://github.com/camenduru/converter-colab" target="_blank"><img src="https://colab.research.google.com/assets/colab-badge.svg" alt="Open In Colab" style="margin-bottom: 0px; margin-top: 0px;"></a> <a style="display:inline-block" href="https://patreon.com/camenduru"><img style="margin: 0" alt="Become A Patreon" src="https://badgen.net/badge/become/a%20patron/F96854"></a> <a style="display:inline-block" href="https://ko-fi.com/camenduru" target="_blank"><img style="margin: 0" alt="Buy a Coffee" src="https://badgen.net/badge/buy/a%20coffee/green?icon=kofi"></a> | |
| 🐣 Please follow me for new updates <a href="https://twitter.com/camenduru">https://twitter.com/camenduru</a> | |
| """) | |
| with gr.Row().style(equal_height=True): | |
| btn_delete_all = gr.Button("Delete ALL") | |
| out_all = gr.Textbox(show_label=False) | |
| btn_delete_all.click(delete_all, outputs=out_all) | |
| gr.Markdown( | |
| """ | |
| ### ckpt to diffusers pytorch | |
| ckpt_url = <small>https://huggingface.co/prompthero/openjourney/resolve/main/mdjrny-v4.ckpt or https://drive.google.com/file/d/file-id/view?usp=share_link or "https://civitai.com/api/download/models/5616?type=Model&format=PickleTensor"</small><br /> | |
| pt_model_to = camenduru/openjourney <br /> | |
| branch = main <br /> | |
| token = get from [https://huggingface.co/settings/tokens](https://huggingface.co/settings/tokens) new token role=write | |
| """) | |
| with gr.Group(): | |
| with gr.Box(): | |
| with gr.Row().style(equal_height=True): | |
| text_ckpt_url = gr.Textbox(show_label=False, max_lines=1, placeholder="ckpt_url") | |
| text_pt_model_to = gr.Textbox(show_label=False, max_lines=1, placeholder="pt_model_to") | |
| text_pt_branch = gr.Textbox(show_label=False, value="main", max_lines=1, placeholder="pt_branch") | |
| text_pt_token = gr.Textbox(show_label=False, max_lines=1, placeholder="🤗 token") | |
| out_pt = gr.Textbox(show_label=False) | |
| with gr.Row().style(equal_height=True): | |
| btn_download_ckpt = gr.Button("Download CKPT") | |
| btn_to_pt = gr.Button("Convert to Diffusers PT") | |
| btn_push_pt = gr.Button("Push Diffusers PT to 🤗") | |
| btn_delete_pt = gr.Button("Delete Diffusers PT") | |
| btn_download_ckpt.click(download_ckpt, inputs=[text_ckpt_url], outputs=out_pt) | |
| btn_to_pt.click(to_pt, outputs=out_pt) | |
| btn_push_pt.click(push_pt, inputs=[text_pt_model_to, text_pt_token, text_pt_branch], outputs=out_pt) | |
| btn_delete_pt.click(delete_pt, outputs=out_pt) | |
| gr.Markdown( | |
| """ | |
| ### ckpt to diffusers safetensors | |
| ckpt_url = <small>https://huggingface.co/prompthero/openjourney/resolve/main/mdjrny-v4.ckpt or https://drive.google.com/file/d/file-id/view?usp=share_link or "https://civitai.com/api/download/models/5616?type=Model&format=PickleTensor"</small><br /> | |
| safetensors_pt_model_to = camenduru/openjourney <br /> | |
| branch = main <br /> | |
| token = get from [https://huggingface.co/settings/tokens](https://huggingface.co/settings/tokens) new token role=write | |
| """) | |
| with gr.Group(): | |
| with gr.Box(): | |
| with gr.Row().style(equal_height=True): | |
| text_ckpt_to_safetensors_url = gr.Textbox(show_label=False, max_lines=1, placeholder="ckpt_url") | |
| text_ckpt_to_safetensors_model_to = gr.Textbox(show_label=False, max_lines=1, placeholder="safetensors_pt_model_to") | |
| text_ckpt_to_safetensors_branch = gr.Textbox(show_label=False, value="main", max_lines=1, placeholder="safetensors_branch") | |
| text_ckpt_to_safetensors_token = gr.Textbox(show_label=False, max_lines=1, placeholder="🤗 token") | |
| out_ckpt_to_safetensors = gr.Textbox(show_label=False) | |
| with gr.Row().style(equal_height=True): | |
| btn_download_ckpt_to_safetensors = gr.Button("Download CKPT") | |
| btn_ckpt_to_safetensors = gr.Button("Convert to Diffusers Safetensors") | |
| btn_push_ckpt_to_safetensors = gr.Button("Push Diffusers Safetensors to 🤗") | |
| btn_delete_ckpt_to_safetensors = gr.Button("Delete Diffusers Safetensors") | |
| btn_download_ckpt_to_safetensors.click(download_ckpt, inputs=[text_ckpt_to_safetensors_url], outputs=out_ckpt_to_safetensors) | |
| btn_ckpt_to_safetensors.click(from_ckpt_to_safetensors, outputs=out_ckpt_to_safetensors) | |
| btn_push_ckpt_to_safetensors.click(push_safetensors, inputs=[text_ckpt_to_safetensors_model_to, text_ckpt_to_safetensors_token, text_ckpt_to_safetensors_branch], outputs=out_ckpt_to_safetensors) | |
| btn_delete_ckpt_to_safetensors.click(delete_safetensors, outputs=out_ckpt_to_safetensors) | |
| gr.Markdown( | |
| """ | |
| ### safetensors to diffusers pytorch | |
| safetensors_url = <small>https://huggingface.co/prompthero/openjourney/resolve/main/mdjrny-v4.safetensors or https://drive.google.com/file/d/file-id/view?usp=share_link or "https://civitai.com/api/download/models/5616?type=Model&format=SafeTensor"</small><br /> | |
| pt_model_to = camenduru/openjourney <br /> | |
| branch = main <br /> | |
| token = get from [https://huggingface.co/settings/tokens](https://huggingface.co/settings/tokens) new token role=write | |
| """) | |
| with gr.Group(): | |
| with gr.Box(): | |
| with gr.Row().style(equal_height=True): | |
| text_safetensors_to_pt_url = gr.Textbox(show_label=False, max_lines=1, placeholder="safetensors_url") | |
| text_safetensors_to_pt_model_to = gr.Textbox(show_label=False, max_lines=1, placeholder="pt_model_to") | |
| text_safetensors_to_pt_branch = gr.Textbox(show_label=False, value="main", max_lines=1, placeholder="pt_branch") | |
| text_safetensors_to_pt_token = gr.Textbox(show_label=False, max_lines=1, placeholder="🤗 token") | |
| out_safetensors_to_pt = gr.Textbox(show_label=False) | |
| with gr.Row().style(equal_height=True): | |
| btn_download_safetensors_to_pt = gr.Button("Download Safetensors") | |
| btn_safetensors_to_pt = gr.Button("Convert to Diffusers PT") | |
| btn_push_safetensors_to_pt = gr.Button("Push Diffusers PT to 🤗") | |
| btn_delete_safetensors_to_pt = gr.Button("Delete Diffusers PT") | |
| btn_download_safetensors_to_pt.click(download_safetensors, inputs=[text_safetensors_to_pt_url], outputs=out_safetensors_to_pt) | |
| btn_safetensors_to_pt.click(from_safetensors_to_pt, outputs=out_safetensors_to_pt) | |
| btn_push_safetensors_to_pt.click(push_pt, inputs=[text_safetensors_to_pt_model_to, text_safetensors_to_pt_token, text_safetensors_to_pt_branch], outputs=out_safetensors_to_pt) | |
| btn_delete_safetensors_to_pt.click(delete_pt, outputs=out_safetensors_to_pt) | |
| gr.Markdown( | |
| """ | |
| ### safetensors to diffusers safetensors | |
| safetensors_url = <small>https://huggingface.co/prompthero/openjourney/resolve/main/mdjrny-v4.ckpt or https://drive.google.com/file/d/file-id/view?usp=share_link or "https://civitai.com/api/download/models/5616?type=Model&format=SafeTensor"</small><br /> | |
| safetensors_model_to = camenduru/openjourney <br /> | |
| branch = main <br /> | |
| token = get from [https://huggingface.co/settings/tokens](https://huggingface.co/settings/tokens) new token role=write | |
| """) | |
| with gr.Group(): | |
| with gr.Box(): | |
| with gr.Row().style(equal_height=True): | |
| text_safetensors_to_safetensors_url = gr.Textbox(show_label=False, max_lines=1, placeholder="safetensors_url") | |
| text_safetensors_to_safetensors_model_to = gr.Textbox(show_label=False, max_lines=1, placeholder="safetensors_model_to") | |
| text_safetensors_to_safetensors_branch = gr.Textbox(show_label=False, value="main", max_lines=1, placeholder="pt_branch") | |
| text_safetensors_to_safetensors_token = gr.Textbox(show_label=False, max_lines=1, placeholder="🤗 token") | |
| out_safetensors_to_safetensors = gr.Textbox(show_label=False) | |
| with gr.Row().style(equal_height=True): | |
| btn_download_safetensors_to_safetensors = gr.Button("Download Safetensors") | |
| btn_safetensors_to_safetensors = gr.Button("Convert to Diffusers Safetensors") | |
| btn_push_safetensors_to_safetensors = gr.Button("Push Diffusers Safetensors to 🤗") | |
| btn_delete_safetensors_to_safetensors = gr.Button("Delete Diffusers Safetensors") | |
| btn_download_safetensors_to_safetensors.click(download_safetensors, inputs=[text_safetensors_to_safetensors_url], outputs=out_safetensors_to_safetensors) | |
| btn_safetensors_to_safetensors.click(from_safetensors_to_safetensors, outputs=out_safetensors_to_safetensors) | |
| btn_push_safetensors_to_safetensors.click(push_safetensors, inputs=[text_safetensors_to_safetensors_model_to, text_safetensors_to_safetensors_token, text_safetensors_to_safetensors_branch], outputs=out_safetensors_to_safetensors) | |
| btn_delete_safetensors_to_safetensors.click(delete_safetensors, outputs=out_safetensors_to_safetensors) | |
| gr.Markdown( | |
| """ | |
| ### diffusers pytorch to diffusers flax <br /> | |
| pt_model_from = dreamlike-art/dreamlike-diffusion-1.0 <br /> | |
| flax_model_to = camenduru/dreamlike-diffusion-1.0 <br /> | |
| branch = flax <br /> | |
| token = get from [https://huggingface.co/settings/tokens](https://huggingface.co/settings/tokens) new token role=write <br /> | |
| """) | |
| with gr.Group(): | |
| with gr.Box(): | |
| with gr.Row().style(equal_height=True): | |
| text_pt_model_from = gr.Textbox(show_label=False, max_lines=1, placeholder="pt_model_from") | |
| text_flax_model_to = gr.Textbox(show_label=False, max_lines=1, placeholder="flax_model_to") | |
| text_flax_branch = gr.Textbox(show_label=False, value="main", max_lines=1, placeholder="flax_branch") | |
| text_flax_token = gr.Textbox(show_label=False, max_lines=1, placeholder="🤗 token") | |
| out_flax = gr.Textbox(show_label=False) | |
| with gr.Row().style(equal_height=True): | |
| btn_clone_pt = gr.Button("Clone Diffusers PT from 🤗") | |
| btn_to_flax = gr.Button("Convert to Diffusers Flax") | |
| btn_push_flax = gr.Button("Push Diffusers Flax to 🤗") | |
| btn_delete_flax = gr.Button("Delete Diffusers Flax") | |
| btn_clone_pt.click(clone_pt, inputs=[text_pt_model_from], outputs=out_flax) | |
| btn_to_flax.click(pt_to_flax, outputs=out_flax) | |
| btn_push_flax.click(push_flax, inputs=[text_flax_model_to, text_flax_token, text_flax_branch], outputs=out_flax) | |
| btn_delete_flax.click(delete_flax, outputs=out_flax) | |
| gr.Markdown( | |
| """ | |
| ### diffusers flax to diffusers pytorch <br /> | |
| flax_model_from = flax/mo-di-diffusion <br /> | |
| pt_model_to = camenduru/mo-di-diffusion <br /> | |
| branch = pt <br /> | |
| token = get from [https://huggingface.co/settings/tokens](https://huggingface.co/settings/tokens) new token role=write <br /> | |
| """) | |
| with gr.Group(): | |
| with gr.Box(): | |
| with gr.Row().style(equal_height=True): | |
| text_flax_model_from = gr.Textbox(show_label=False, max_lines=1, placeholder="flax_model_from") | |
| text_pt_model_to = gr.Textbox(show_label=False, max_lines=1, placeholder="pt_model_to") | |
| text_pt_branch = gr.Textbox(show_label=False, value="main", max_lines=1, placeholder="pt_branch") | |
| text_pt_token = gr.Textbox(show_label=False, max_lines=1, placeholder="🤗 token") | |
| out_pt = gr.Textbox(show_label=False) | |
| with gr.Row().style(equal_height=True): | |
| btn_clone_flax = gr.Button("Clone Diffusers Flax from 🤗") | |
| btn_to_pt = gr.Button("Convert to Diffusers PT") | |
| btn_push_pt = gr.Button("Push Diffusers PT to 🤗") | |
| btn_delete_pt = gr.Button("Delete Diffusers PT") | |
| btn_clone_flax.click(clone_flax, inputs=[text_flax_model_from], outputs=out_pt) | |
| btn_to_pt.click(flax_to_pt, outputs=out_pt) | |
| btn_push_pt.click(push_pt, inputs=[text_pt_model_to, text_pt_token, text_pt_branch], outputs=out_pt) | |
| btn_delete_pt.click(delete_pt, outputs=out_pt) | |
| gr.Markdown( | |
| """ | |
| ### diffusers pytorch to ckpt | |
| pt_model_from = prompthero/openjourney <br /> | |
| ckpt_name = openjourney <br /> | |
| ckpt_model_to = camenduru/openjourney <br /> | |
| branch = ckpt <br /> | |
| token = get from [https://huggingface.co/settings/tokens](https://huggingface.co/settings/tokens) new token role=write | |
| """) | |
| with gr.Group(): | |
| with gr.Box(): | |
| with gr.Row().style(equal_height=True): | |
| text_pt_model_from = gr.Textbox(show_label=False, max_lines=1, placeholder="pt_model_from") | |
| text_ckpt_name = gr.Textbox(show_label=False, max_lines=1, placeholder="ckpt_name") | |
| text_ckpt_model_to = gr.Textbox(show_label=False, max_lines=1, placeholder="ckpt_model_to") | |
| text_ckpt_branch = gr.Textbox(show_label=False, value="main", max_lines=1, placeholder="ckpt_branch") | |
| text_ckpt_token = gr.Textbox(show_label=False, max_lines=1, placeholder="🤗 token") | |
| out_ckpt = gr.Textbox(show_label=False) | |
| with gr.Row().style(equal_height=True): | |
| btn_clone_pt = gr.Button("Clone Diffusers PT from 🤗") | |
| btn_to_ckpt = gr.Button("Convert to CKPT") | |
| btn_push_ckpt = gr.Button("Push CKPT to 🤗") | |
| btn_delete_ckpt = gr.Button("Delete CKPT") | |
| btn_clone_pt.click(clone_pt, inputs=[text_pt_model_from], outputs=out_ckpt) | |
| btn_to_ckpt.click(to_ckpt, inputs=[text_ckpt_name], outputs=out_ckpt) | |
| btn_push_ckpt.click(push_ckpt, inputs=[text_ckpt_model_to, text_ckpt_token, text_ckpt_branch], outputs=out_ckpt) | |
| btn_delete_ckpt.click(delete_ckpt, outputs=out_ckpt) | |
| gr.Markdown( | |
| """ | |
| ### ckpt to safetensors <br /> | |
| ckpt_url = <small>https://huggingface.co/prompthero/openjourney/resolve/main/mdjrny-v4.ckpt or https://drive.google.com/file/d/file-id/view?usp=share_link or "https://civitai.com/api/download/models/5616?type=Model&format=PickleTensor"</small><br /> | |
| safetensors_name = openjourney <br /> | |
| safetensors_model_to = camenduru/openjourney <br /> | |
| branch = safetensors <br /> | |
| token = get from [https://huggingface.co/settings/tokens](https://huggingface.co/settings/tokens) new token role=write <br /> | |
| """) | |
| with gr.Group(): | |
| with gr.Box(): | |
| with gr.Row().style(equal_height=True): | |
| text_ckpt_url = gr.Textbox(show_label=False, max_lines=1, placeholder="ckpt_url") | |
| text_safetensors_name = gr.Textbox(show_label=False, max_lines=1, placeholder="safetensors_name") | |
| text_safetensors_model_to = gr.Textbox(show_label=False, max_lines=1, placeholder="safetensors_model_to") | |
| text_safetensors_branch = gr.Textbox(show_label=False, value="main", max_lines=1, placeholder="safetensors_branch") | |
| text_safetensors_token = gr.Textbox(show_label=False, max_lines=1, placeholder="🤗 token") | |
| out_safetensors = gr.Textbox(show_label=False) | |
| with gr.Row().style(equal_height=True): | |
| btn_download_ckpt = gr.Button("Download CKPT") | |
| btn_to_safetensors = gr.Button("Convert to Safetensors") | |
| btn_push_safetensors = gr.Button("Push Safetensors to 🤗") | |
| btn_delete_safetensors = gr.Button("Delete Safetensors") | |
| btn_download_ckpt.click(download_ckpt, inputs=[text_ckpt_url], outputs=out_safetensors) | |
| btn_to_safetensors.click(to_safetensors, inputs=[text_safetensors_name], outputs=out_safetensors) | |
| btn_push_safetensors.click(push_safetensors, inputs=[text_safetensors_model_to, text_safetensors_token, text_safetensors_branch], outputs=out_safetensors) | |
| btn_delete_safetensors.click(delete_safetensors, outputs=out_safetensors) | |
| gr.Markdown( | |
| """ | |
| ### safetensors to ckpt <br /> | |
| safetensors_url = <small>https://huggingface.co/prompthero/openjourney/resolve/main/mdjrny-v4.safetensors or https://drive.google.com/file/d/file-id/view?usp=share_link or "https://civitai.com/api/download/models/5616?type=Model&format=SafeTensor"</small><br /> | |
| ckpt_name = openjourney <br /> | |
| ckpt_model_to = camenduru/openjourney <br /> | |
| branch = ckpt <br /> | |
| token = get from [https://huggingface.co/settings/tokens](https://huggingface.co/settings/tokens) new token role=write <br /> | |
| """) | |
| with gr.Group(): | |
| with gr.Box(): | |
| with gr.Row().style(equal_height=True): | |
| text_safetensors_url = gr.Textbox(show_label=False, max_lines=1, placeholder="safetensors_url") | |
| text_safetensors_to_ckpt_name = gr.Textbox(show_label=False, max_lines=1, placeholder="ckpt_name") | |
| text_safetensors_to_ckpt_model_to = gr.Textbox(show_label=False, max_lines=1, placeholder="ckpt_model_to") | |
| text_safetensors_to_ckpt_branch = gr.Textbox(show_label=False, value="main", max_lines=1, placeholder="ckpt_branch") | |
| text_safetensors_to_ckpt_token = gr.Textbox(show_label=False, max_lines=1, placeholder="🤗 token") | |
| out_safetensors_to_ckpt = gr.Textbox(show_label=False) | |
| with gr.Row().style(equal_height=True): | |
| btn_download_safetensors = gr.Button("Download Safetensors") | |
| btn_safetensors_to_ckpt = gr.Button("Convert to CKPT") | |
| btn_push_safetensors_to_ckpt = gr.Button("Push CKPT to 🤗") | |
| btn_delete_safetensors_ckpt = gr.Button("Delete CKPT") | |
| btn_download_safetensors.click(download_safetensors, inputs=[text_safetensors_url], outputs=out_safetensors_to_ckpt) | |
| btn_safetensors_to_ckpt.click(from_safetensors_to_ckpt, inputs=[text_safetensors_to_ckpt_name], outputs=out_safetensors_to_ckpt) | |
| btn_push_safetensors_to_ckpt.click(push_ckpt, inputs=[text_safetensors_to_ckpt_model_to, text_safetensors_to_ckpt_token, text_safetensors_to_ckpt_branch], outputs=out_safetensors_to_ckpt) | |
| btn_delete_safetensors_ckpt.click(delete_ckpt, outputs=out_safetensors_to_ckpt) | |
| gr.Markdown( | |
| """ | |
| ### safetensors to safetensors emaonly <br /> | |
| safetensors_url = <small>https://huggingface.co/ckpt/anything-v3.0/resolve/main/Anything-V3.0.safetensors or https://drive.google.com/file/d/file-id/view?usp=share_link or "https://civitai.com/api/download/models/4298?type=Model&format=SafeTensor"</small><br /> | |
| emaonly_name = Anything-V3.0 <br /> | |
| emaonly_model_to = camenduru/Anything-V3.0 <br /> | |
| branch = safetensors <br /> | |
| token = get from [https://huggingface.co/settings/tokens](https://huggingface.co/settings/tokens) new token role=write <br /> | |
| """) | |
| with gr.Group(): | |
| with gr.Box(): | |
| with gr.Row().style(equal_height=True): | |
| text_safetensors_url = gr.Textbox(show_label=False, max_lines=1, placeholder="safetensors_url") | |
| text_safetensors_to_emaonly_name = gr.Textbox(show_label=False, max_lines=1, placeholder="emaonly_name") | |
| text_safetensors_to_emaonly_model_to = gr.Textbox(show_label=False, max_lines=1, placeholder="emaonly_model_to") | |
| text_safetensors_to_emaonly_branch = gr.Textbox(show_label=False, value="main", max_lines=1, placeholder="emaonly_branch") | |
| text_safetensors_to_emaonly_token = gr.Textbox(show_label=False, max_lines=1, placeholder="🤗 token") | |
| out_safetensors_to_emaonly = gr.Textbox(show_label=False) | |
| with gr.Row().style(equal_height=True): | |
| btn_download_safetensors = gr.Button("Download Safetensors") | |
| btn_safetensors_to_emaonly = gr.Button("Convert to EMA Safetensors") | |
| btn_push_safetensors_to_emaonly = gr.Button("Push EMA Safetensors to 🤗") | |
| btn_delete_safetensors_emaonly = gr.Button("Delete EMA Safetensors") | |
| btn_download_safetensors.click(download_safetensors, inputs=[text_safetensors_url], outputs=out_safetensors_to_emaonly) | |
| btn_safetensors_to_emaonly.click(from_safetensors_to_emaonly, inputs=[text_safetensors_to_emaonly_name], outputs=out_safetensors_to_emaonly) | |
| btn_push_safetensors_to_emaonly.click(push_safetensors, inputs=[text_safetensors_to_emaonly_model_to, text_safetensors_to_emaonly_token, text_safetensors_to_emaonly_branch], outputs=out_safetensors_to_emaonly) | |
| btn_delete_safetensors_emaonly.click(delete_safetensors, outputs=out_safetensors_to_emaonly) | |
| gr.Markdown( | |
| """ | |
| ### swap ckpt vae <br /> | |
| ckpt_url = <small>https://huggingface.co/ckpt/anything-v3.0/resolve/main/Anything-V3.0-pruned.ckpt or https://drive.google.com/file/d/file-id/view?usp=share_link or "https://civitai.com/api/download/models/75?type=Model&format=PickleTensor"</small><br /> | |
| vae_url = <small>https://huggingface.co/ckpt/anything-v3.0/resolve/main/Anything-V3.0.vae.pt or https://drive.google.com/file/d/file-id/view?usp=share_link or "https://civitai.com/api/download/models/5809?type=VAE&format=Other"</small><br /> | |
| swaped_ckpt_name = Anything-V3.0 <br /> | |
| swaped_ckpt_model_to = camenduru/Anything-V3.0 <br /> | |
| swaped_ckpt_branch = ckpt <br /> | |
| token = get from [https://huggingface.co/settings/tokens](https://huggingface.co/settings/tokens) new token role=write <br /> | |
| """) | |
| with gr.Group(): | |
| with gr.Box(): | |
| with gr.Row().style(equal_height=True): | |
| text_ckpt_url = gr.Textbox(show_label=False, max_lines=1, placeholder="ckpt_url") | |
| text_vae_url = gr.Textbox(show_label=False, max_lines=1, placeholder="vae_url") | |
| text_swap_ckpt_name = gr.Textbox(show_label=False, max_lines=1, placeholder="swaped_ckpt_name") | |
| text_swap_ckpt_model_to = gr.Textbox(show_label=False, max_lines=1, placeholder="swaped_ckpt_model_to") | |
| text_swap_ckpt_branch = gr.Textbox(show_label=False, value="main", max_lines=1, placeholder="swaped_ckpt_branch") | |
| text_swap_ckpt_token = gr.Textbox(show_label=False, max_lines=1, placeholder="🤗 token") | |
| out_swap_ckpt = gr.Textbox(show_label=False) | |
| with gr.Row().style(equal_height=True): | |
| btn_download_ckpt = gr.Button("Download CKPT") | |
| btn_download_vae = gr.Button("Download VAE") | |
| btn_to_swap_ckpt = gr.Button("Swap CKPT VAE") | |
| btn_push_swap_ckpt = gr.Button("Push CKPT to 🤗") | |
| btn_delete_swap_ckpt = gr.Button("Delete CKPT") | |
| btn_download_ckpt.click(download_ckpt, inputs=[text_ckpt_url], outputs=out_swap_ckpt) | |
| btn_download_vae.click(download_vae, inputs=[text_vae_url], outputs=out_swap_ckpt) | |
| btn_to_swap_ckpt.click(swap_ckpt_vae, inputs=[text_swap_ckpt_name], outputs=out_swap_ckpt) | |
| btn_push_swap_ckpt.click(push_ckpt, inputs=[text_swap_ckpt_model_to, text_swap_ckpt_token, text_swap_ckpt_branch], outputs=out_swap_ckpt) | |
| btn_delete_swap_ckpt.click(delete_ckpt, outputs=out_swap_ckpt) | |
| block.launch() |