Create README.md

README.md

@@ -0,0 +1,35 @@
+---
+license: cc-by-4.0
+tags:
+- nougat
+- small
+- ocr
+---
+
+
+# nougat-base onnx
+
+
+https://huggingface.co/facebook/nougat-base but exported to onnx. This is **not quantized**.
+
+
+```python
+from transformers import NougatProcessor
+from optimum.onnxruntime import ORTModelForVision2Seq
+
+model_name = 'pszemraj/nougat-base-onnx'
+processor = NougatProcessor.from_pretrained(model_name)
+model = ORTModelForVision2Seq.from_pretrained(
+    model_name,
+    provider="CPUExecutionProvider", # 'CUDAExecutionProvider' for gpu 
+    use_merged=False,
+    use_io_binding=True
+)
+```
+
+- on colab (_at time of writing_) if on CPU-only you may get `CuPy` errors, `pip uninstall cupy-cuda11x -y` solves this
+
+
+## how do da inference?
+
+See [here](https://github.com/NielsRogge/Transformers-Tutorials/blob/b46d3e89e631701ef205297435064ab780c4853a/Nougat/Inference_with_Nougat_to_read_scientific_PDFs.ipynb)