LayoutLMv2

.ipynb_checkpoints/main-checkpoint.ipynb

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+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Hello World\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(\"Hello World\")"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.2"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}

Dockerfile

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+# Use an official Python runtime as a parent image
+FROM python:3.10.2
+
+# Set the working directory to /app
+WORKDIR /app
+
+# Copy only the requirements.txt file into the container
+COPY requirements.txt /app/
+
+# Install the required dependencies. This layer will be cached as long as requirements.txt doesn't change.
+RUN pip install -r requirements.txt
+
+# Now copy the rest of your application files (this happens after dependencies are installed)
+COPY . /app/
+
+# Make port 8888 available to the outside world
+EXPOSE 8888
+
+# Run Jupyter Notebook when the container launches
+CMD ["jupyter", "notebook", "--ip=0.0.0.0", "--port=8888", "--no-browser", "--allow-root", "--NotebookApp.token=''"]

requirements.txt

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+transformers==4.44.2
+datasets==3.0.1
+Pillow==10.4.0
+numpy==1.26.4
+evaluate==0.4.3
+torch==2.4.1
+pytesseract==0.3.13
+jupyter==1.1.1
+seqeval==0.0.12