diff --git a/..gitattributes.swp b/..gitattributes.swp
new file mode 100644
index 0000000..32fa149
Binary files /dev/null and b/..gitattributes.swp differ
diff --git a/backend/Dockerfile b/backend/Dockerfile
index 6c69510..a88a919 100644
--- a/backend/Dockerfile
+++ b/backend/Dockerfile
@@ -15,6 +15,10 @@ RUN pip install torchvision==0.2.1 -f https://download.pytorch.org/whl/torch_sta
 RUN git clone https://github.com/UKPLab/emnlp2017-bilstm-cnn-crf.git
 
 RUN mv backend.py emnlp2017-bilstm-cnn-crf/ && mv Model.py emnlp2017-bilstm-cnn-crf/ && mv ModelNewES.py emnlp2017-bilstm-cnn-crf/ && mv ModelNewWD.py emnlp2017-bilstm-cnn-crf/ && mv Segmenter.py emnlp2017-bilstm-cnn-crf/
+# Download the .h5 file to the models directory
+# Download the .h5 file
+RUN wget -q --show-progress -O models/IBM.h5 "https://huggingface.co/debela-arg/segmenter/resolve/main/IBM.h5?download=true" || \
+    (echo "Download failed! Check URL or authentication." && exit 1)
 
 RUN mv models/* emnlp2017-bilstm-cnn-crf/models/
 
diff --git a/backend/Dockerfile2 b/backend/Dockerfile2
new file mode 100644
index 0000000..98c5d55
--- /dev/null
+++ b/backend/Dockerfile2
@@ -0,0 +1,49 @@
+# Use an official Python runtime as a parent image
+FROM python:3.5
+
+# Add all Data
+ADD . /
+
+# Set the working directory to /
+WORKDIR /
+
+# Install any needed packages specified in requirements.txt
+RUN pip install -r requirements.txt
+RUN pip install torch==0.4.1 -f https://download.pytorch.org/whl/torch_stable.html
+RUN pip install torchvision==0.2.1 -f https://download.pytorch.org/whl/torch_stable.html
+
+RUN git clone https://github.com/UKPLab/emnlp2017-bilstm-cnn-crf.git
+
+RUN mv backend.py emnlp2017-bilstm-cnn-crf/ && mv Model.py emnlp2017-bilstm-cnn-crf/ && mv ModelNewES.py emnlp2017-bilstm-cnn-crf/ && mv ModelNewWD.py emnlp2017-bilstm-cnn-crf/ && mv Segmenter.py emnlp2017-bilstm-cnn-crf/ && mv data.py emnlp2017-bilstm-cnn-crf/ && mv main.py emnlp2017-bilstm-cnn-crf/
+
+# Download the .h5 file to the models directory
+RUN wget -O backend/models/IBM.h5 https://huggingface.co/debela-arg/segmenter/raw/main/IBM.h5
+
+    
+RUN mv models/* emnlp2017-bilstm-cnn-crf/models/
+
+RUN mv -f BiLSTM.py emnlp2017-bilstm-cnn-crf/neuralnets/
+
+RUN mkdir emnlp2017-bilstm-cnn-crf/lstm
+
+RUN git clone https://github.com/achernodub/bilstm-cnn-crf-tagger.git emnlp2017-bilstm-cnn-crf/lstm
+RUN pip install prometheus-flask-exporter==0.1.2
+RUN pip install requests
+
+
+# Make port 6000 available to the world outside this container
+EXPOSE 6000
+
+WORKDIR /emnlp2017-bilstm-cnn-crf
+
+# Run app.py when the container launches
+CMD ["python3", "main.py"]
+
+
+
+
+
+
+
+
+
diff --git a/backend/models/IBM.h5 b/backend/models/IBM.h5
deleted file mode 100644
index 8fe75f3..0000000
--- a/backend/models/IBM.h5
+++ /dev/null
@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:00f712b8fed25f6e5f3da3645f2283ce35f58722aab10d30b9dbb59731beb5c4
-size 1227276896