Instructions to use starvector/starvector-8b-im2svg with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use starvector/starvector-8b-im2svg with Transformers:

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

pipe = pipeline("text-generation", model="starvector/starvector-8b-im2svg", trust_remote_code=True)

# Load model directly
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained("starvector/starvector-8b-im2svg", trust_remote_code=True, device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use starvector/starvector-8b-im2svg with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "starvector/starvector-8b-im2svg"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "starvector/starvector-8b-im2svg",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/starvector/starvector-8b-im2svg

SGLang

How to use starvector/starvector-8b-im2svg 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 "starvector/starvector-8b-im2svg" \
    --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": "starvector/starvector-8b-im2svg",
		"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 "starvector/starvector-8b-im2svg" \
        --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": "starvector/starvector-8b-im2svg",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use starvector/starvector-8b-im2svg with Docker Model Runner:
```
docker model run hf.co/starvector/starvector-8b-im2svg
```

Pls make a space so we can play around

by PierrunoYT - opened Mar 23, 2025

Discussion

PierrunoYT

Mar 23, 2025

Pls make a space so we can play around

abhaypuri98

starvector org Mar 24, 2025

It's up and running here - https://huggingface.co/spaces/starvector/starvector-1b-im2svg, https://huggingface.co/spaces/starvector/starvector-8b-im2svg

sinhlvc

Mar 25, 2025

its giving 404

joanrodai

starvector org Mar 25, 2025

We are investigating an issue with this checkpoint

nhannguyen26

Mar 31, 2025

nó hoạt động đúng với các example nhưng với các hình ảnh khác thì nó không hoạt động, khi tải về ở local rất khó khăn để triển khai với các tên model, tôi hi vọng bổ sung thêm text to svg theo lời nhắc

nkeat010

Apr 4, 2025

the space for the 8b version not working

hyperhuzaifa

May 5, 2025

Where is the 8B space? Can you atleast make a docker image for windows?

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