Instructions to use dragonstar/image-text-captcha-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use dragonstar/image-text-captcha-v2 with Transformers:

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

pipe = pipeline("image-text-to-text", model="dragonstar/image-text-captcha-v2")

# Load model directly
from transformers import AutoTokenizer, AutoModelForImageTextToText

tokenizer = AutoTokenizer.from_pretrained("dragonstar/image-text-captcha-v2")
model = AutoModelForImageTextToText.from_pretrained("dragonstar/image-text-captcha-v2")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use dragonstar/image-text-captcha-v2 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "dragonstar/image-text-captcha-v2"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "dragonstar/image-text-captcha-v2",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Use Docker

docker model run hf.co/dragonstar/image-text-captcha-v2

SGLang

How to use dragonstar/image-text-captcha-v2 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 "dragonstar/image-text-captcha-v2" \
    --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": "dragonstar/image-text-captcha-v2",
		"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 "dragonstar/image-text-captcha-v2" \
        --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": "dragonstar/image-text-captcha-v2",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use dragonstar/image-text-captcha-v2 with Docker Model Runner:
```
docker model run hf.co/dragonstar/image-text-captcha-v2
```

image-text-captcha-v2

Commit History

Adding `safetensors` variant of this model

a61eac4
verified

SFconvertbot commited on Nov 6, 2024

Librarian Bot: Add base_model information to model (#2)

a140595

dragonstar

librarian-bot commited on Sep 11, 2023

All Done!

b1210e0

dragonstar commited on Jun 2, 2023

update model card README.md

36f33e1

dragonstar commited on Jun 2, 2023

Model save

caa3080

dragonstar commited on Jun 2, 2023

Training in progress, epoch 5

746902d

dragonstar commited on Jun 2, 2023

Training in progress, epoch 4

475c884

dragonstar commited on Jun 2, 2023

Training in progress, epoch 3

875427d

dragonstar commited on Jun 2, 2023

Training in progress, epoch 2

9c3b712

dragonstar commited on Jun 2, 2023

Training in progress, epoch 1

b33198f

dragonstar commited on Jun 2, 2023

initial commit

7d28185

dragonstar commited on Jun 2, 2023

Commit History

Adding `safetensors` variant of this model a61eac4 verified

Librarian Bot: Add base_model information to model (#2) a140595

All Done! b1210e0

update model card README.md 36f33e1

Model save caa3080

Training in progress, epoch 5 746902d

Training in progress, epoch 4 475c884

Training in progress, epoch 3 875427d

Training in progress, epoch 2 9c3b712

Training in progress, epoch 1 b33198f

initial commit 7d28185

Adding `safetensors` variant of this model

a61eac4
verified

Librarian Bot: Add base_model information to model (#2)

a140595

All Done!

b1210e0

update model card README.md

36f33e1

Model save

caa3080

Training in progress, epoch 5

746902d

Training in progress, epoch 4

475c884

Training in progress, epoch 3

875427d

Training in progress, epoch 2

9c3b712

Training in progress, epoch 1

b33198f

initial commit

7d28185