Instructions to use tomofi/trocr-captcha with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use tomofi/trocr-captcha with Transformers:

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

pipe = pipeline("image-text-to-text", model="tomofi/trocr-captcha")

# pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForMultimodalLM

tokenizer = AutoTokenizer.from_pretrained("tomofi/trocr-captcha")
model = AutoModelForMultimodalLM.from_pretrained("tomofi/trocr-captcha", device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use tomofi/trocr-captcha with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/tomofi/trocr-captcha

SGLang

How to use tomofi/trocr-captcha 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 "tomofi/trocr-captcha" \
    --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": "tomofi/trocr-captcha",
		"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 "tomofi/trocr-captcha" \
        --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": "tomofi/trocr-captcha",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use tomofi/trocr-captcha with Docker Model Runner:
```
docker model run hf.co/tomofi/trocr-captcha
```

trocr-captcha

Commit History

Nov 18, 2024

09:01
Adding `safetensors` variant of this model⁠

SFconvertbot

Verified signature
90a008a

May 5, 2023

13:59
Create preprocessor_config.json (#1)⁠

tomofi +1: Botato

4576d0f

Mar 11, 2022

23:59
Update README.md

tomofi

75b8f10
12:09
Upload config.json

tomofi

8b23bd0
12:09
Upload pytorch_model.bin with git-lfs

tomofi

bef9721
12:04
Update README.md

tomofi

af5f832
12:04
initial commit

tomofi

194209b

Commit History

Nov 18, 2024

Adding `safetensors` variant of this model⁠

May 5, 2023

Create preprocessor_config.json (#1)⁠

Mar 11, 2022

Update README.md

Upload config.json

Upload pytorch_model.bin with git-lfs

Update README.md

initial commit