Duplicate from camenduru/converter

Co-authored-by: camenduru <[email protected]>

.gitattributes

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+*.7z filter=lfs diff=lfs merge=lfs -text
+*.arrow filter=lfs diff=lfs merge=lfs -text
+*.bin filter=lfs diff=lfs merge=lfs -text
+*.bz2 filter=lfs diff=lfs merge=lfs -text
+*.ckpt filter=lfs diff=lfs merge=lfs -text
+*.ftz filter=lfs diff=lfs merge=lfs -text
+*.gz filter=lfs diff=lfs merge=lfs -text
+*.h5 filter=lfs diff=lfs merge=lfs -text
+*.joblib filter=lfs diff=lfs merge=lfs -text
+*.lfs.* filter=lfs diff=lfs merge=lfs -text
+*.mlmodel filter=lfs diff=lfs merge=lfs -text
+*.model filter=lfs diff=lfs merge=lfs -text
+*.msgpack filter=lfs diff=lfs merge=lfs -text
+*.npy filter=lfs diff=lfs merge=lfs -text
+*.npz filter=lfs diff=lfs merge=lfs -text
+*.onnx filter=lfs diff=lfs merge=lfs -text
+*.ot filter=lfs diff=lfs merge=lfs -text
+*.parquet filter=lfs diff=lfs merge=lfs -text
+*.pb filter=lfs diff=lfs merge=lfs -text
+*.pickle filter=lfs diff=lfs merge=lfs -text
+*.pkl filter=lfs diff=lfs merge=lfs -text
+*.pt filter=lfs diff=lfs merge=lfs -text
+*.pth filter=lfs diff=lfs merge=lfs -text
+*.rar filter=lfs diff=lfs merge=lfs -text
+*.safetensors filter=lfs diff=lfs merge=lfs -text
+saved_model/**/* filter=lfs diff=lfs merge=lfs -text
+*.tar.* filter=lfs diff=lfs merge=lfs -text
+*.tflite filter=lfs diff=lfs merge=lfs -text
+*.tgz filter=lfs diff=lfs merge=lfs -text
+*.wasm filter=lfs diff=lfs merge=lfs -text
+*.xz filter=lfs diff=lfs merge=lfs -text
+*.zip filter=lfs diff=lfs merge=lfs -text
+*.zst filter=lfs diff=lfs merge=lfs -text
+*tfevents* filter=lfs diff=lfs merge=lfs -text

README.md

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+---
+title: Converter
+emoji: ♻
+colorFrom: green
+colorTo: green
+sdk: gradio
+sdk_version: 3.10.1
+app_file: app.py
+pinned: false
+license: mit
+duplicated_from: camenduru/converter
+---

app.py

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+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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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>&nbsp;&nbsp;<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()

packages.txt

@@ -0,0 +1 @@
+aria2

requirements.txt

@@ -0,0 +1,12 @@
+jax[cpu]==0.4.4
+flax==0.6.6
+diffusers==0.13.1
+accelerate==0.16.0
+transformers==4.26.1
+huggingface-hub==0.11.0
+torch==1.13.1
+safetensors==0.2.8
+gdown==4.6.4
+pytorch_lightning
+ftfy
+OmegaConf