Instructions to use prithivMLmods/OCR-ReportLab-Notebooks with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use prithivMLmods/OCR-ReportLab-Notebooks with Transformers:

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

pipe = pipeline("image-text-to-text", model="prithivMLmods/OCR-ReportLab-Notebooks")

# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("prithivMLmods/OCR-ReportLab-Notebooks", dtype="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use prithivMLmods/OCR-ReportLab-Notebooks with vLLM:

Install from pip and serve model

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

Use Docker

docker model run hf.co/prithivMLmods/OCR-ReportLab-Notebooks

SGLang

How to use prithivMLmods/OCR-ReportLab-Notebooks 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 "prithivMLmods/OCR-ReportLab-Notebooks" \
    --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": "prithivMLmods/OCR-ReportLab-Notebooks",
		"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 "prithivMLmods/OCR-ReportLab-Notebooks" \
        --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": "prithivMLmods/OCR-ReportLab-Notebooks",
		"prompt": "Once upon a time,",
		"max_tokens": 512,
		"temperature": 0.5
	}'

Docker Model Runner
How to use prithivMLmods/OCR-ReportLab-Notebooks with Docker Model Runner:
```
docker model run hf.co/prithivMLmods/OCR-ReportLab-Notebooks
```

prithivMLmods commited on Jul 27, 2025

Commit

aca9100

verified ·

1 Parent(s): ac3f344

Update README.md

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README.md +5 -1

README.md CHANGED Viewed

@@ -68,6 +68,10 @@ No installation is required. Simply click on the links above to run the notebook
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 ![222](https://github.com/user-attachments/assets/eae0f85d-2963-4edf-96e9-caedfe048c4f)
@@ -93,4 +97,4 @@ All dependencies are automatically installed in the Colab environment.
 ## Author
-Created and maintained by [PRITHIVSAKTHIUR](https://github.com/PRITHIVSAKTHIUR)

   </tr>
 </table>
+| ![Screenshot 2025-07-27 at 23-42-00 Gradio.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/Sg9YAC9iRXaYQKL7T1MRQ.png) | ![Screenshot 2025-07-27 at 23-37-02 Gradio.png](https://cdn-uploads.huggingface.co/production/uploads/65bb837dbfb878f46c77de4c/DSoE-iXiO4haktd65aQxr.png) |
+|:---------------------------------------------------------------------------------------------------------------------------------------:|:---------------------------------------------------------------------------------------------------------------------------------------:|
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 ![222](https://github.com/user-attachments/assets/eae0f85d-2963-4edf-96e9-caedfe048c4f)
 ## Author
+Created and maintained by [PRITHIVSAKTHIUR](https://github.com/PRITHIVSAKTHIUR)