Instructions to use Gustavosta/MagicPrompt-Stable-Diffusion with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use Gustavosta/MagicPrompt-Stable-Diffusion with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("text-generation", model="Gustavosta/MagicPrompt-Stable-Diffusion")

# Load model directly
from transformers import AutoTokenizer, AutoModelForCausalLM

tokenizer = AutoTokenizer.from_pretrained("Gustavosta/MagicPrompt-Stable-Diffusion")
model = AutoModelForCausalLM.from_pretrained("Gustavosta/MagicPrompt-Stable-Diffusion")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use Gustavosta/MagicPrompt-Stable-Diffusion with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "Gustavosta/MagicPrompt-Stable-Diffusion"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Gustavosta/MagicPrompt-Stable-Diffusion",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/Gustavosta/MagicPrompt-Stable-Diffusion

SGLang

How to use Gustavosta/MagicPrompt-Stable-Diffusion with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "Gustavosta/MagicPrompt-Stable-Diffusion" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Gustavosta/MagicPrompt-Stable-Diffusion",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "Gustavosta/MagicPrompt-Stable-Diffusion" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "Gustavosta/MagicPrompt-Stable-Diffusion",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use Gustavosta/MagicPrompt-Stable-Diffusion with Docker Model Runner:
```
docker model run hf.co/Gustavosta/MagicPrompt-Stable-Diffusion
```

error/bug [Errno 2] No such file or directory: '/content/stable-diffusion-webui/extensions/tag-autocomplete/.git/FETCH_HEAD'

by Konst12 - opened Nov 19, 2022

Discussion

Konst12

Nov 19, 2022

[Errno 2] No such file or directory: '/content/stable-diffusion-webui/extensions/tag-autocomplete/.git/FETCH_HEAD' what does this mean and how to fix it?

RassilonSleeps

Nov 20, 2022

This repo is not related to any extensions for Automatic1111's webui, it is simply a gpt2 model for use with huggingface's transformers library.

The only official extension to utilize this model right now is Dynamic Prompts.
A1111's officially listed extensions are found here: https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Extensions

Are you using one of these extensions, if not what extensions do you have installed?
I wasn't able to find an extension that utilizes the "tag-autocomplete" file path, the closest match I could find is the Booru tag autocompletion wish uses "a1111-sd-webui-tagcomplete".
I'm not positive, but I believe Booru tag autocompletion used to go by the name "tag-autocomplete". Perhaps you are using an out of date version of that extension that points to an old github repo?

peaceyourself

Mar 8, 2023

This repo is not related to any extensions for Automatic1111's webui, it is simply a gpt2 model for use with huggingface's transformers library.

The only official extension to utilize this model right now is Dynamic Prompts.
A1111's officially listed extensions are found here: https://github.com/AUTOMATIC1111/stable-diffusion-webui/wiki/Extensions

Are you using one of these extensions, if not what extensions do you have installed?
I wasn't able to find an extension that utilizes the "tag-autocomplete" file path, the closest match I could find is the Booru tag autocompletion wish uses "a1111-sd-webui-tagcomplete".
I'm not positive, but I believe Booru tag autocompletion used to go by the name "tag-autocomplete". Perhaps you are using an out of date version of that extension that points to an old github repo?

Thank you，solved my problem

Upload images, audio, and videos by dragging in the text input, pasting, or clicking here.

Tap or paste here to upload images

· Sign up or log in to comment