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main.py

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+import streamlit as st
+from transformers import pipeline
+
+
+@st.cache_resource
+def load_model():
+    # Load the model once and cache it
+    return pipeline("text-generation", model="deepseek-ai/deepseek-coder-1.3b-instruct")
+
+
+# App UI
+st.title("🤖 DeepSeek Coder Chat")
+st.write("Ask questions to the DeepSeek Coder AI model!")
+
+# User input
+user_input = st.text_input("Enter your question:", value="Who are you?")
+
+if st.button("Generate Response"):
+    # Format messages in chat format
+    messages = [{"role": "user", "content": user_input}]
+
+    # Load cached model
+    pipe = load_model()
+
+    # Generate response with loading indicator
+    with st.spinner("Generating response..."):
+        try:
+            response = pipe(messages)
+
+            # Display formatted output
+            st.subheader("Response:")
+            st.write(response[0]['generated_text'])
+
+        except Exception as e:
+            st.error(f"An error occurred: {str(e)}")
+
+# Sidebar with info
+with st.sidebar:
+    st.markdown("### Model Information")
+    st.write("This app uses the deepseek-ai/deepseek-coder-1.3b-instruct model")
+    st.markdown("### System Requirements")
+    st.write("⚠️ Note: This model requires significant computational resources:")
+    st.write("- ~3GB RAM minimum")
+    st.write("- ~5GB disk space for model weights")
+    st.write("- May take 30-60 seconds to load initially")

requirements.txt

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+altair==5.5.0
+attrs==24.3.0
+blinker==1.9.0
+cachetools==5.5.1
+certifi==2024.12.14
+charset-normalizer==3.4.1
+click==8.1.8
+filelock==3.17.0
+fsspec==2024.12.0
+gitdb==4.0.12
+GitPython==3.1.44
+huggingface-hub==0.27.1
+idna==3.10
+Jinja2==3.1.5
+jsonschema==4.23.0
+jsonschema-specifications==2024.10.1
+markdown-it-py==3.0.0
+MarkupSafe==3.0.2
+mdurl==0.1.2
+mpmath==1.3.0
+narwhals==1.23.0
+networkx==3.4.2
+numpy==2.2.2
+nvidia-cublas-cu12==12.4.5.8
+nvidia-cuda-cupti-cu12==12.4.127
+nvidia-cuda-nvrtc-cu12==12.4.127
+nvidia-cuda-runtime-cu12==12.4.127
+nvidia-cudnn-cu12==9.1.0.70
+nvidia-cufft-cu12==11.2.1.3
+nvidia-curand-cu12==10.3.5.147
+nvidia-cusolver-cu12==11.6.1.9
+nvidia-cusparse-cu12==12.3.1.170
+nvidia-nccl-cu12==2.21.5
+nvidia-nvjitlink-cu12==12.4.127
+nvidia-nvtx-cu12==12.4.127
+packaging==24.2
+pandas==2.2.3
+pillow==11.1.0
+protobuf==5.29.3
+pyarrow==19.0.0
+pydeck==0.9.1
+Pygments==2.19.1
+python-dateutil==2.9.0.post0
+pytz==2024.2
+PyYAML==6.0.2
+referencing==0.36.1
+regex==2024.11.6
+requests==2.32.3
+rich==13.9.4
+rpds-py==0.22.3
+safetensors==0.5.2
+six==1.17.0
+smmap==5.0.2
+streamlit==1.41.1
+sympy==1.13.1
+tenacity==9.0.0
+tokenizers==0.21.0
+toml==0.10.2
+torch==2.5.1
+tornado==6.4.2
+tqdm==4.67.1
+transformers==4.48.1
+triton==3.1.0
+typing_extensions==4.12.2
+tzdata==2025.1
+urllib3==2.3.0
+watchdog==6.0.0