Convert musubi-tuner LoRA to ComfyUI compatible format
Run this model in Node.js with one line of code:
npm install replicateREPLICATE_API_TOKEN environment variableexport REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
import Replicate from "replicate";
const replicate = new Replicate({
auth: process.env.REPLICATE_API_TOKEN,
});Run lucataco/musubi-tuner-lora-converter using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
const output = await replicate.run(
"lucataco/musubi-tuner-lora-converter:c500c52cbc29dbed282623daf0814d361e12c52665554ca984c375a8d1bac153",
{
input: {
lora: "https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors",
hf_token: "",
hub_model_id: "lucataco/hunyuan-musubi-rose-6-comfyui",
target_format: "other"
}
}
);
console.log(output);To learn more, take a look at the guide on getting started with Node.js.
pip install replicateREPLICATE_API_TOKEN environment variableexport REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
import replicateRun lucataco/musubi-tuner-lora-converter using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
output = replicate.run(
"lucataco/musubi-tuner-lora-converter:c500c52cbc29dbed282623daf0814d361e12c52665554ca984c375a8d1bac153",
input={
"lora": "https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors",
"hf_token": "",
"hub_model_id": "lucataco/hunyuan-musubi-rose-6-comfyui",
"target_format": "other"
}
)
print(output)To learn more, take a look at the guide on getting started with Python.
REPLICATE_API_TOKEN environment variableexport REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Run lucataco/musubi-tuner-lora-converter using Replicate’s API. Check out the model's schema for an overview of inputs and outputs.
curl -s -X POST \
-H "Authorization: Bearer $REPLICATE_API_TOKEN" \
-H "Content-Type: application/json" \
-H "Prefer: wait" \
-d $'{
"version": "c500c52cbc29dbed282623daf0814d361e12c52665554ca984c375a8d1bac153",
"input": {
"lora": "https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors",
"hf_token": "",
"hub_model_id": "lucataco/hunyuan-musubi-rose-6-comfyui",
"target_format": "other"
}
}' \
https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
brew install cogIf you don’t have Homebrew, there are other installation options available.
Pull and run lucataco/musubi-tuner-lora-converter using Cog (this will download the full model and run it in your local environment):
cog predict r8.im/lucataco/musubi-tuner-lora-converter@sha256:c500c52cbc29dbed282623daf0814d361e12c52665554ca984c375a8d1bac153 \
-i 'lora="https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors"' \
-i 'hf_token=""' \
-i 'hub_model_id="lucataco/hunyuan-musubi-rose-6-comfyui"' \
-i 'target_format="other"'To learn more, take a look at the Cog documentation.
Pull and run lucataco/musubi-tuner-lora-converter using Docker (this will download the full model and run it in your local environment):
docker run -d -p 5000:5000 r8.im/lucataco/musubi-tuner-lora-converter@sha256:c500c52cbc29dbed282623daf0814d361e12c52665554ca984c375a8d1bac153curl -s -X POST \ -H "Content-Type: application/json" \ -d $'{ "input": { "lora": "https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors", "hf_token": "", "hub_model_id": "lucataco/hunyuan-musubi-rose-6-comfyui", "target_format": "other" } }' \ http://localhost:5000/predictions
{
"completed_at": "2025-01-06T06:24:49.008991Z",
"created_at": "2025-01-06T06:23:56.896000Z",
"data_removed": false,
"error": null,
"id": "bhxj0k6bw1rgc0cm7948qxqkf4",
"input": {
"lora": "https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors",
"hf_token": "[REDACTED]",
"hub_model_id": "lucataco/hunyuan-musubi-rose-6-comfyui",
"target_format": "other"
},
"logs": "2025-01-06T06:24:27Z | INFO | [ Initiating ] chunk_size=150M dest=lora/lora.safetensors url=https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors\n2025-01-06T06:24:27Z | INFO | [ Redirect ] redirect_url=https://cdn-lfs-us-1.hf.co/repos/c9/46/c946b54c775d95b53a3cdd5709ddbc10fc6150adbea2f1cad6ea2f48b22c2c52/9d7cb11a7126f633023cf0d375033c279793aa1c0e96cb536d2e09e42f13b7ab?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27lora.safetensors%3B+filename%3D%22lora.safetensors%22%3B&Expires=1736403867&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTczNjQwMzg2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmhmLmNvL3JlcG9zL2M5LzQ2L2M5NDZiNTRjNzc1ZDk1YjUzYTNjZGQ1NzA5ZGRiYzEwZmM2MTUwYWRiZWEyZjFjYWQ2ZWEyZjQ4YjIyYzJjNTIvOWQ3Y2IxMWE3MTI2ZjYzMzAyM2NmMGQzNzUwMzNjMjc5NzkzYWExYzBlOTZjYjUzNmQyZTA5ZTQyZjEzYjdhYj9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSoifV19&Signature=G%7EyFGOZ8vjmOl5jmSar7ZFo5fpM5uKibgJEor0YvKvp5hkhEd%7EJJZxdyaKgJjb%7E2iuIVcuxV5lOAWeJIvGBGpfGroLcJPCafzp0mM-1mSbdGMQC421Tu4sMD6XWTpbjMXa3BZqgEOYvmFY9cM1rAlPtRK1-UX9TFQWlooGgQTSlqCyTDzVk9G9H-D4C0MuRKYiDN4c%7E-T3YEyWb-aYItTMaJ0YOvD-MY74s6%7EQGi1qD42c7lxurqytNWnnl6DfSKiIo1GIdh7ebTf9lGh06mJA0dXa%7EbWJx4nzUkhsmnueRGW8HJou4qUIzdw8OlmPdykODzpFz9GgUJfT1zkfH6tQ__&Key-Pair-Id=K24J24Z295AEI9 url=https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors\n2025-01-06T06:24:31Z | INFO | [ Complete ] dest=lora/lora.safetensors size=\"323 MB\" total_elapsed=4.456s url=https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors\nConverting LoRA to target format: other\nINFO:__main__:loading lora/lora.safetensors\nINFO:__main__:converting to other\nINFO:__main__:saving to output/converted_lora.safetensors\nINFO:__main__:done\nThe token has not been saved to the git credentials helper. Pass `add_to_git_credential=True` in this function directly or `--add-to-git-credential` if using via `huggingface-cli` if you want to set the git credential as well.\nToken is valid (permission: write).\nThe token `Discord` has been saved to /root/.cache/huggingface/stored_tokens\nYour token has been saved to /root/.cache/huggingface/token\nLogin successful.\nThe current active token is: `Discord`\nConsider using `hf_transfer` for faster uploads. This solution comes with some limitations. See https://huggingface.co/docs/huggingface_hub/hf_transfer for more details.\nStart hashing 1 files.\nFinished hashing 1 files.\nconverted_lora.safetensors: 0%| | 0.00/323M [00:00<?, ?B/s]\nconverted_lora.safetensors: 0%| | 16.4k/323M [00:00<37:33, 143kB/s]\nconverted_lora.safetensors: 2%|▏ | 7.31M/323M [00:00<00:08, 38.3MB/s]\nconverted_lora.safetensors: 5%|▍ | 16.0M/323M [00:00<00:08, 35.9MB/s]\nconverted_lora.safetensors: 9%|▊ | 27.5M/323M [00:00<00:05, 55.2MB/s]\nconverted_lora.safetensors: 10%|█ | 33.7M/323M [00:00<00:08, 34.9MB/s]\nconverted_lora.safetensors: 13%|█▎ | 43.5M/323M [00:01<00:05, 46.6MB/s]\nconverted_lora.safetensors: 15%|█▌ | 49.8M/323M [00:01<00:07, 38.3MB/s]\nconverted_lora.safetensors: 19%|█▉ | 61.7M/323M [00:01<00:04, 53.7MB/s]\nconverted_lora.safetensors: 21%|██▏ | 68.9M/323M [00:01<00:05, 44.3MB/s]\nconverted_lora.safetensors: 25%|██▍ | 80.0M/323M [00:01<00:04, 48.6MB/s]\nconverted_lora.safetensors: 28%|██▊ | 91.5M/323M [00:01<00:03, 58.9MB/s]\nconverted_lora.safetensors: 31%|███ | 98.5M/323M [00:02<00:05, 43.9MB/s]\nconverted_lora.safetensors: 33%|███▎ | 107M/323M [00:02<00:04, 51.5MB/s] \nconverted_lora.safetensors: 35%|███▌ | 114M/323M [00:02<00:05, 41.0MB/s]\nconverted_lora.safetensors: 39%|███▉ | 126M/323M [00:02<00:03, 52.6MB/s]\nconverted_lora.safetensors: 41%|████ | 132M/323M [00:02<00:04, 43.1MB/s]\nconverted_lora.safetensors: 44%|████▍ | 143M/323M [00:03<00:03, 53.7MB/s]\nconverted_lora.safetensors: 46%|████▋ | 150M/323M [00:03<00:05, 33.5MB/s]\nconverted_lora.safetensors: 49%|████▉ | 158M/323M [00:03<00:04, 39.8MB/s]\nconverted_lora.safetensors: 51%|█████ | 163M/323M [00:03<00:04, 33.4MB/s]\nconverted_lora.safetensors: 55%|█████▍ | 176M/323M [00:04<00:03, 39.6MB/s]\nconverted_lora.safetensors: 60%|█████▉ | 192M/323M [00:04<00:02, 45.5MB/s]\nconverted_lora.safetensors: 64%|██████▎ | 205M/323M [00:04<00:02, 58.0MB/s]\nconverted_lora.safetensors: 66%|██████▌ | 212M/323M [00:04<00:02, 47.6MB/s]\nconverted_lora.safetensors: 69%|██████▉ | 224M/323M [00:05<00:02, 35.0MB/s]\nconverted_lora.safetensors: 74%|███████▍ | 240M/323M [00:05<00:01, 42.6MB/s]\nconverted_lora.safetensors: 79%|███████▉ | 256M/323M [00:05<00:01, 47.9MB/s]\nconverted_lora.safetensors: 83%|████████▎ | 269M/323M [00:05<00:00, 57.1MB/s]\nconverted_lora.safetensors: 86%|████████▌ | 276M/323M [00:06<00:00, 47.9MB/s]\nconverted_lora.safetensors: 89%|████████▉ | 288M/323M [00:06<00:00, 49.0MB/s]\nconverted_lora.safetensors: 94%|█████████▍| 304M/323M [00:06<00:00, 53.5MB/s]\nconverted_lora.safetensors: 99%|█████████▉| 320M/323M [00:06<00:00, 60.6MB/s]\nconverted_lora.safetensors: 100%|██████████| 323M/323M [00:06<00:00, 46.2MB/s]\nhttps://huggingface.co/lucataco/hunyuan-musubi-rose-6-comfyui/tree/main/.\n./\n./converted_lora.safetensors",
"metrics": {
"predict_time": 22.870439322,
"total_time": 52.112991
},
"output": "https://replicate.delivery/czjl/hawefYIJF6vQ60EGgrui4OPefUKqMwBB28RGScJrV9K9SKJQB/trained_model.tar",
"started_at": "2025-01-06T06:24:26.138551Z",
"status": "succeeded",
"urls": {
"stream": "https://stream.replicate.com/v1/files/fddq-tcepnnh7s3v5qrokddqjwwpwgcgk2dsmhwhk5z5cjzlfadliaq2a",
"get": "https://api.replicate.com/v1/predictions/bhxj0k6bw1rgc0cm7948qxqkf4",
"cancel": "https://api.replicate.com/v1/predictions/bhxj0k6bw1rgc0cm7948qxqkf4/cancel"
},
"version": "c500c52cbc29dbed282623daf0814d361e12c52665554ca984c375a8d1bac153"
}2025-01-06T06:24:27Z | INFO | [ Initiating ] chunk_size=150M dest=lora/lora.safetensors url=https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors
2025-01-06T06:24:27Z | INFO | [ Redirect ] redirect_url=https://cdn-lfs-us-1.hf.co/repos/c9/46/c946b54c775d95b53a3cdd5709ddbc10fc6150adbea2f1cad6ea2f48b22c2c52/9d7cb11a7126f633023cf0d375033c279793aa1c0e96cb536d2e09e42f13b7ab?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27lora.safetensors%3B+filename%3D%22lora.safetensors%22%3B&Expires=1736403867&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTczNjQwMzg2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmhmLmNvL3JlcG9zL2M5LzQ2L2M5NDZiNTRjNzc1ZDk1YjUzYTNjZGQ1NzA5ZGRiYzEwZmM2MTUwYWRiZWEyZjFjYWQ2ZWEyZjQ4YjIyYzJjNTIvOWQ3Y2IxMWE3MTI2ZjYzMzAyM2NmMGQzNzUwMzNjMjc5NzkzYWExYzBlOTZjYjUzNmQyZTA5ZTQyZjEzYjdhYj9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSoifV19&Signature=G%7EyFGOZ8vjmOl5jmSar7ZFo5fpM5uKibgJEor0YvKvp5hkhEd%7EJJZxdyaKgJjb%7E2iuIVcuxV5lOAWeJIvGBGpfGroLcJPCafzp0mM-1mSbdGMQC421Tu4sMD6XWTpbjMXa3BZqgEOYvmFY9cM1rAlPtRK1-UX9TFQWlooGgQTSlqCyTDzVk9G9H-D4C0MuRKYiDN4c%7E-T3YEyWb-aYItTMaJ0YOvD-MY74s6%7EQGi1qD42c7lxurqytNWnnl6DfSKiIo1GIdh7ebTf9lGh06mJA0dXa%7EbWJx4nzUkhsmnueRGW8HJou4qUIzdw8OlmPdykODzpFz9GgUJfT1zkfH6tQ__&Key-Pair-Id=K24J24Z295AEI9 url=https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors
2025-01-06T06:24:31Z | INFO | [ Complete ] dest=lora/lora.safetensors size="323 MB" total_elapsed=4.456s url=https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors
Converting LoRA to target format: other
INFO:__main__:loading lora/lora.safetensors
INFO:__main__:converting to other
INFO:__main__:saving to output/converted_lora.safetensors
INFO:__main__:done
The token has not been saved to the git credentials helper. Pass `add_to_git_credential=True` in this function directly or `--add-to-git-credential` if using via `huggingface-cli` if you want to set the git credential as well.
Token is valid (permission: write).
The token `Discord` has been saved to /root/.cache/huggingface/stored_tokens
Your token has been saved to /root/.cache/huggingface/token
Login successful.
The current active token is: `Discord`
Consider using `hf_transfer` for faster uploads. This solution comes with some limitations. See https://huggingface.co/docs/huggingface_hub/hf_transfer for more details.
Start hashing 1 files.
Finished hashing 1 files.
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https://huggingface.co/lucataco/hunyuan-musubi-rose-6-comfyui/tree/main/.
./
./converted_lora.safetensorsThis model runs on CPU hardware. We don't yet have enough runs of this model to provide performance information.
Cog implementation of mmusubi-tuner’s LoRA converter script to convert Musubi Video LoRAs to be ComfyUI compatible
Follow me on Twitter/X @lucataco93
After converting to ComfyUI format, use the model hunyuan-video-lora to run your converted HunyuanVideo LoRA
This model is cold. You'll get a fast response if the model is warm and already running, and a slower response if the model is cold and starting up.
2025-01-06T06:24:27Z | INFO | [ Initiating ] chunk_size=150M dest=lora/lora.safetensors url=https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors
2025-01-06T06:24:27Z | INFO | [ Redirect ] redirect_url=https://cdn-lfs-us-1.hf.co/repos/c9/46/c946b54c775d95b53a3cdd5709ddbc10fc6150adbea2f1cad6ea2f48b22c2c52/9d7cb11a7126f633023cf0d375033c279793aa1c0e96cb536d2e09e42f13b7ab?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27lora.safetensors%3B+filename%3D%22lora.safetensors%22%3B&Expires=1736403867&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTczNjQwMzg2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmhmLmNvL3JlcG9zL2M5LzQ2L2M5NDZiNTRjNzc1ZDk1YjUzYTNjZGQ1NzA5ZGRiYzEwZmM2MTUwYWRiZWEyZjFjYWQ2ZWEyZjQ4YjIyYzJjNTIvOWQ3Y2IxMWE3MTI2ZjYzMzAyM2NmMGQzNzUwMzNjMjc5NzkzYWExYzBlOTZjYjUzNmQyZTA5ZTQyZjEzYjdhYj9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSoifV19&Signature=G%7EyFGOZ8vjmOl5jmSar7ZFo5fpM5uKibgJEor0YvKvp5hkhEd%7EJJZxdyaKgJjb%7E2iuIVcuxV5lOAWeJIvGBGpfGroLcJPCafzp0mM-1mSbdGMQC421Tu4sMD6XWTpbjMXa3BZqgEOYvmFY9cM1rAlPtRK1-UX9TFQWlooGgQTSlqCyTDzVk9G9H-D4C0MuRKYiDN4c%7E-T3YEyWb-aYItTMaJ0YOvD-MY74s6%7EQGi1qD42c7lxurqytNWnnl6DfSKiIo1GIdh7ebTf9lGh06mJA0dXa%7EbWJx4nzUkhsmnueRGW8HJou4qUIzdw8OlmPdykODzpFz9GgUJfT1zkfH6tQ__&Key-Pair-Id=K24J24Z295AEI9 url=https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors
2025-01-06T06:24:31Z | INFO | [ Complete ] dest=lora/lora.safetensors size="323 MB" total_elapsed=4.456s url=https://huggingface.co/lucataco/hunyuan-musubi-rose-6/resolve/main/lora.safetensors
Converting LoRA to target format: other
INFO:__main__:loading lora/lora.safetensors
INFO:__main__:converting to other
INFO:__main__:saving to output/converted_lora.safetensors
INFO:__main__:done
The token has not been saved to the git credentials helper. Pass `add_to_git_credential=True` in this function directly or `--add-to-git-credential` if using via `huggingface-cli` if you want to set the git credential as well.
Token is valid (permission: write).
The token `Discord` has been saved to /root/.cache/huggingface/stored_tokens
Your token has been saved to /root/.cache/huggingface/token
Login successful.
The current active token is: `Discord`
Consider using `hf_transfer` for faster uploads. This solution comes with some limitations. See https://huggingface.co/docs/huggingface_hub/hf_transfer for more details.
Start hashing 1 files.
Finished hashing 1 files.
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https://huggingface.co/lucataco/hunyuan-musubi-rose-6-comfyui/tree/main/.
./
./converted_lora.safetensors