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c500c52c
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lucataco /musubi-tuner-lora-converter:c500c52c
Input
Run this model in Node.js with one line of code:
npx create-replicate --model=lucataco/musubi-tuner-lora-converter
or set up a project from scratch
npm install replicateSet the
REPLICATE_API_TOKEN environment variableexport REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Import and set up the client
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-lora-melty-3/resolve/main/lora.safetensors",
hf_token: "",
hub_model_id: "lucataco/hunyuan-lora-melty-3-comfyui",
target_format: "other"
}
}
);
console.log(output);To learn more, take a look at the guide on getting started with Node.js.
pip install replicateSet the
REPLICATE_API_TOKEN environment variableexport REPLICATE_API_TOKEN=<paste-your-token-here>Find your API token in your account settings.
Import the client
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-lora-melty-3/resolve/main/lora.safetensors",
"hf_token": "",
"hub_model_id": "lucataco/hunyuan-lora-melty-3-comfyui",
"target_format": "other"
}
)
print(output)To learn more, take a look at the guide on getting started with Python.
Set the
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-lora-melty-3/resolve/main/lora.safetensors",
"hf_token": "",
"hub_model_id": "lucataco/hunyuan-lora-melty-3-comfyui",
"target_format": "other"
}
}' \
https://api.replicate.com/v1/predictionsTo learn more, take a look at Replicate’s HTTP API reference docs.
Install Cog
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-lora-melty-3/resolve/main/lora.safetensors"' \
-i 'hf_token=""' \
-i 'hub_model_id="lucataco/hunyuan-lora-melty-3-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-lora-melty-3/resolve/main/lora.safetensors", "hf_token": "", "hub_model_id": "lucataco/hunyuan-lora-melty-3-comfyui", "target_format": "other" } }' \ http://localhost:5000/predictions
Output
{
"completed_at": "2025-01-06T19:06:28.379375Z",
"created_at": "2025-01-06T19:05:44.941000Z",
"data_removed": false,
"error": null,
"id": "5jgbdtsyxnrge0cm7m1bsx37zm",
"input": {
"lora": "https://huggingface.co/lucataco/hunyuan-lora-melty-3/resolve/main/lora.safetensors",
"hf_token": "[REDACTED]",
"hub_model_id": "lucataco/hunyuan-lora-melty-3-comfyui",
"target_format": "other"
},
"logs": "2025-01-06T19:06:07Z | INFO | [ Initiating ] chunk_size=150M dest=lora/lora.safetensors url=https://huggingface.co/lucataco/hunyuan-lora-melty-3/resolve/main/lora.safetensors\n2025-01-06T19:06:08Z | INFO | [ Redirect ] redirect_url=https://cdn-lfs-us-1.hf.co/repos/21/00/210015dc72e342c28f41e327c891d89801f79b187ea18942c782696c0d941ecb/bd66b7c98536cde3c7468787df9f8f2dd66e49d272f82bd0842097353507a08d?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27lora.safetensors%3B+filename%3D%22lora.safetensors%22%3B&Expires=1736449567&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTczNjQ0OTU2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmhmLmNvL3JlcG9zLzIxLzAwLzIxMDAxNWRjNzJlMzQyYzI4ZjQxZTMyN2M4OTFkODk4MDFmNzliMTg3ZWExODk0MmM3ODI2OTZjMGQ5NDFlY2IvYmQ2NmI3Yzk4NTM2Y2RlM2M3NDY4Nzg3ZGY5ZjhmMmRkNjZlNDlkMjcyZjgyYmQwODQyMDk3MzUzNTA3YTA4ZD9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSoifV19&Signature=P-dDEKYJpxbMAbVZygEySUZTiMcPTmgvRf8YJlvXeY9rqcMs83ryx95Q3ixJqU08MnwYfT3GvqaCfb7bMZFxdTkiFPNpjpSMH0HqWZo6y8zLWYikulD693TDlYRuabRoEkoqeN5QmXre%7E-e-ICZLse4nyRGJV4OVC9XGjedKzoTB2kq7BCYDyDqvHEqnHrukPowkJhKQh1FgCpBbDhbrg9BwsgjZ2l3qQ8K8fl74EYBjisaYwAtShSf4NgQjSZFWXxL5y5jbxcK0cNbFPFXcY0XW4KofRHS1X-pEvpO4wqeAQwvpPsXvV01QSdBlXeYQSVg9zSAWQz5uXtc7c7-KjQ__&Key-Pair-Id=K24J24Z295AEI9 url=https://huggingface.co/lucataco/hunyuan-lora-melty-3/resolve/main/lora.safetensors\n2025-01-06T19:06:12Z | INFO | [ Complete ] dest=lora/lora.safetensors size=\"323 MB\" total_elapsed=4.300s url=https://huggingface.co/lucataco/hunyuan-lora-melty-3/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%| | 131k/323M [00:00<04:27, 1.20MB/s]\nconverted_lora.safetensors: 4%|▍ | 12.9M/323M [00:00<00:04, 72.8MB/s]\nconverted_lora.safetensors: 6%|▋ | 20.4M/323M [00:00<00:05, 50.5MB/s]\nconverted_lora.safetensors: 10%|▉ | 32.0M/323M [00:00<00:06, 41.9MB/s]\nconverted_lora.safetensors: 15%|█▍ | 48.0M/323M [00:00<00:05, 52.3MB/s]\nconverted_lora.safetensors: 20%|█▉ | 64.0M/323M [00:01<00:04, 59.0MB/s]\nconverted_lora.safetensors: 25%|██▍ | 80.0M/323M [00:01<00:05, 47.4MB/s]\nconverted_lora.safetensors: 30%|██▉ | 96.0M/323M [00:01<00:04, 53.0MB/s]\nconverted_lora.safetensors: 35%|███▍ | 112M/323M [00:02<00:03, 54.6MB/s] \nconverted_lora.safetensors: 40%|███▉ | 128M/323M [00:02<00:03, 59.6MB/s]\nconverted_lora.safetensors: 45%|████▍ | 144M/323M [00:02<00:02, 59.6MB/s]\nconverted_lora.safetensors: 48%|████▊ | 155M/323M [00:02<00:02, 65.2MB/s]\nconverted_lora.safetensors: 50%|█████ | 163M/323M [00:02<00:02, 54.3MB/s]\nconverted_lora.safetensors: 55%|█████▍ | 176M/323M [00:03<00:03, 41.1MB/s]\nconverted_lora.safetensors: 60%|█████▉ | 192M/323M [00:03<00:02, 46.7MB/s]\nconverted_lora.safetensors: 64%|██████▍ | 208M/323M [00:03<00:02, 52.2MB/s]\nconverted_lora.safetensors: 69%|██████▉ | 224M/323M [00:04<00:01, 54.1MB/s]\nconverted_lora.safetensors: 74%|███████▍ | 240M/323M [00:04<00:01, 57.4MB/s]\nconverted_lora.safetensors: 79%|███████▉ | 256M/323M [00:04<00:01, 57.1MB/s]\nconverted_lora.safetensors: 84%|████████▍ | 272M/323M [00:04<00:00, 62.4MB/s]\nconverted_lora.safetensors: 89%|████████▉ | 288M/323M [00:05<00:00, 56.4MB/s]\nconverted_lora.safetensors: 94%|█████████▍| 304M/323M [00:05<00:00, 53.5MB/s]\nconverted_lora.safetensors: 99%|█████████▉| 320M/323M [00:06<00:00, 49.1MB/s]\nconverted_lora.safetensors: 100%|██████████| 323M/323M [00:06<00:00, 51.9MB/s]\nhttps://huggingface.co/lucataco/hunyuan-lora-melty-3-comfyui/tree/main/.\n./\n./converted_lora.safetensors",
"metrics": {
"predict_time": 20.545889502,
"total_time": 43.438375
},
"output": "https://replicate.delivery/czjl/30m3naDL5R6HBpwihHsQR0HGGA7u2JCnsa85kKWqhCeZ3OBKA/trained_model.tar",
"started_at": "2025-01-06T19:06:07.833485Z",
"status": "succeeded",
"urls": {
"stream": "https://stream.replicate.com/v1/files/fddq-5mfpklym7qhxyvedzuigqo347ib2y5wtlgm5vr6gsbi6j5vdm3tq",
"get": "https://api.replicate.com/v1/predictions/5jgbdtsyxnrge0cm7m1bsx37zm",
"cancel": "https://api.replicate.com/v1/predictions/5jgbdtsyxnrge0cm7m1bsx37zm/cancel"
},
"version": "c500c52cbc29dbed282623daf0814d361e12c52665554ca984c375a8d1bac153"
}Generated in
2025-01-06T19:06:07Z | INFO | [ Initiating ] chunk_size=150M dest=lora/lora.safetensors url=https://huggingface.co/lucataco/hunyuan-lora-melty-3/resolve/main/lora.safetensors
2025-01-06T19:06:08Z | INFO | [ Redirect ] redirect_url=https://cdn-lfs-us-1.hf.co/repos/21/00/210015dc72e342c28f41e327c891d89801f79b187ea18942c782696c0d941ecb/bd66b7c98536cde3c7468787df9f8f2dd66e49d272f82bd0842097353507a08d?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27lora.safetensors%3B+filename%3D%22lora.safetensors%22%3B&Expires=1736449567&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTczNjQ0OTU2N319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmhmLmNvL3JlcG9zLzIxLzAwLzIxMDAxNWRjNzJlMzQyYzI4ZjQxZTMyN2M4OTFkODk4MDFmNzliMTg3ZWExODk0MmM3ODI2OTZjMGQ5NDFlY2IvYmQ2NmI3Yzk4NTM2Y2RlM2M3NDY4Nzg3ZGY5ZjhmMmRkNjZlNDlkMjcyZjgyYmQwODQyMDk3MzUzNTA3YTA4ZD9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSoifV19&Signature=P-dDEKYJpxbMAbVZygEySUZTiMcPTmgvRf8YJlvXeY9rqcMs83ryx95Q3ixJqU08MnwYfT3GvqaCfb7bMZFxdTkiFPNpjpSMH0HqWZo6y8zLWYikulD693TDlYRuabRoEkoqeN5QmXre%7E-e-ICZLse4nyRGJV4OVC9XGjedKzoTB2kq7BCYDyDqvHEqnHrukPowkJhKQh1FgCpBbDhbrg9BwsgjZ2l3qQ8K8fl74EYBjisaYwAtShSf4NgQjSZFWXxL5y5jbxcK0cNbFPFXcY0XW4KofRHS1X-pEvpO4wqeAQwvpPsXvV01QSdBlXeYQSVg9zSAWQz5uXtc7c7-KjQ__&Key-Pair-Id=K24J24Z295AEI9 url=https://huggingface.co/lucataco/hunyuan-lora-melty-3/resolve/main/lora.safetensors
2025-01-06T19:06:12Z | INFO | [ Complete ] dest=lora/lora.safetensors size="323 MB" total_elapsed=4.300s url=https://huggingface.co/lucataco/hunyuan-lora-melty-3/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-lora-melty-3-comfyui/tree/main/.
./
./converted_lora.safetensors