dockerfile to use .yaml file, requirements.txt didnt work

Dockerfile

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+# Base image with Conda
+FROM continuumio/miniconda3
+
+# Set working directory
+WORKDIR /app
+
+# Copy environment.yaml for conda
+COPY environment.yaml /tmp/environment.yaml
+
+# Create the Conda environment
+RUN conda env create -f /tmp/environment.yaml
+
+# Set default shell to use conda env
+SHELL ["conda", "run", "--no-capture-output", "-n", "tirex", "/bin/bash", "-c"]
+
+# Copy all project files and folders
+COPY app.py /app/
+COPY static /app/static
+COPY data /app/data
+COPY tirex /app/tirex
+
+# Expose the default port
+EXPOSE 7860
+
+# Run your app
+CMD ["python", "app.py"]

environment.yaml

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+name: tirex
+channels:
+  - pytorch
+  - nvidia
+  - conda-forge
+  - defaults
+dependencies:
+  - cuda=12.6
+  - cuda-nvcc=12.6
+  - gxx_linux-64=13.2.0
+  - python=3.11
+  - pip
+  - cmake
+  - ninja
+  - cuda-toolkit=12.6
+  - cuda-cccl=12.6
+  - pip:
+      - --index-url https://download.pytorch.org/whl/cu126
+      - --extra-index-url https://pypi.org/simple
+      - torch~=2.6.0
+      - torchvision~=0.21.0
+      - torchaudio~=2.6.0
+      - pre-commit
+      - xlstm~=2.0.3
+      - einops~=0.8.1
+      - huggingface-hub~=0.32.0
+      - lightning~=2.5.1
+      - numpy~=2.1.3
+      - pandas~=2.2.3
+      - dacite~=1.9.2
+      - pytest
+      - gradio
+      - plotly
+      - pillow