Indic llm leaderboard UI initialize - Adithya S K

.gitignore

@@ -0,0 +1,160 @@
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+*.py,cover
+.hypothesis/
+.pytest_cache/
+cover/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+db.sqlite3-journal
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+.pybuilder/
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+#   For a library or package, you might want to ignore these files since the code is
+#   intended to run in multiple environments; otherwise, check them in:
+# .python-version
+
+# pipenv
+#   According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control.
+#   However, in case of collaboration, if having platform-specific dependencies or dependencies
+#   having no cross-platform support, pipenv may install dependencies that don't work, or not
+#   install all needed dependencies.
+#Pipfile.lock
+
+# poetry
+#   Similar to Pipfile.lock, it is generally recommended to include poetry.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#   https://python-poetry.org/docs/basic-usage/#commit-your-poetrylock-file-to-version-control
+#poetry.lock
+
+# pdm
+#   Similar to Pipfile.lock, it is generally recommended to include pdm.lock in version control.
+#pdm.lock
+#   pdm stores project-wide configurations in .pdm.toml, but it is recommended to not include it
+#   in version control.
+#   https://pdm.fming.dev/#use-with-ide
+.pdm.toml
+
+# PEP 582; used by e.g. github.com/David-OConnor/pyflow and github.com/pdm-project/pdm
+__pypackages__/
+
+# Celery stuff
+celerybeat-schedule
+celerybeat.pid
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+# pytype static type analyzer
+.pytype/
+
+# Cython debug symbols
+cython_debug/
+
+# PyCharm
+#  JetBrains specific template is maintained in a separate JetBrains.gitignore that can
+#  be found at https://github.com/github/gitignore/blob/main/Global/JetBrains.gitignore
+#  and can be added to the global gitignore or merged into this file.  For a more nuclear
+#  option (not recommended) you can uncomment the following to ignore the entire idea folder.
+#.idea/

.streamlit/config.toml

@@ -0,0 +1,6 @@
+[theme]
+primaryColor="#ff6500"
+backgroundColor="#151515"
+secondaryBackgroundColor="#2b2b2bD"
+textColor="#FFFFFF"
+font="sans serif"

Dockerfile

@@ -0,0 +1,13 @@
+FROM python:3.9
+
+WORKDIR /code
+
+COPY ./requirements.txt /code/requirements.txt
+COPY ./app.py /code/app.py
+COPY ./yall.py /code/yall.py
+
+RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
+
+# streamlit run /code/app.py --server.address 0.0.0.0 --server.port 7860
+
+CMD ["streamlit", "run", "/code/app.py", "--server.address", "0.0.0.0", "--server.port", "7860"]

app.py

@@ -0,0 +1,84 @@
+import re
+import streamlit as st
+import requests
+import pandas as pd
+from io import StringIO
+import plotly.graph_objs as go
+from huggingface_hub import HfApi
+from huggingface_hub.utils import RepositoryNotFoundError, RevisionNotFoundError
+
+
+def main():
+    st.set_page_config(page_title="Indic LLM Leaderboard", layout="wide")
+
+    title_column, refresh_column = st.columns([.92, 0.08])
+    with title_column:
+        st.title("Indic LLM Leaderboard")
+        # st.title("\U0001F1EE\U0001F1F3 Indic LLM Leaderboard")
+        st.markdown("Leaderboard made with 🧐 [Easy Eval](hhttps://github.com/adithya-s-k/easy_eval) using [Open LLM Leaderboard](https://huggingface.co/spaces/HuggingFaceH4/open_llm_leaderboard) benchmark suite.")
+    with refresh_column:
+        st.button("Refresh", type="primary")
+    
+    Leaderboard_tab, About_tab ,FAQ_tab, Submit_tab = st.tabs(["🏅 Leaderboard", "📝 About" , "❗FAQ","🚀 Submit"])
+    
+    with Leaderboard_tab:
+        title = st.text_input('Model Name', placeholder=" 🔍 Search for your model (separate multiple queries with `;`) and press ENTER...")
+        
+        col1, col2 = st.columns(2)
+        with col1:
+            benchmark_options = st.multiselect(
+                'Pick Benchmark',
+                ['ARC-Easy', 'ARC-Challenge', 'Hellaswag', 'Boolq','MMLU','Winogrande','Translation','Generation'],['ARC-Easy', 'ARC-Challenge', 'Hellaswag', 'Boolq','MMLU'])
+        with col2:
+            language_options = st.multiselect(
+                'Pick Languages',
+                ['Kannada', 'Hindi', 'Tamil', 'Telegu','Gujarathi','Marathi','Malayalam'],['Kannada', 'Hindi', 'Tamil', 'Telegu','Gujarathi','Marathi','Malayalam'])
+        
+        df = pd.DataFrame(columns=benchmark_options)
+        
+        st.dataframe(df, use_container_width=True ) 
+            
+        compare_models = st.multiselect(
+            'Pick Modles to compare them',
+            ['CognitiveLab/Ambari-7b', 'CognitiveLab/Ambari-7b-Hindi'])
+
+    # About tab
+    with About_tab:
+        st.markdown('''
+            ### About Indic LLM Leaderboard
+            
+            ### Indic Eval
+            
+            ### Contribute
+            
+        ''')
+        
+    # FAQ tab
+    with FAQ_tab:
+        st.markdown('''
+                    ### FAQ 
+                    ''')
+    
+    # Subit tab
+    with Submit_tab:
+        st.markdown('''
+                    ### Submit Your Model
+                    ''')
+        
+    with st.expander(label="📙 Citation"):
+        code = '''
+                    @misc{indic-llm-leaderboard,
+            author = {Adithya S Kolavi},
+            title = {Indic LLM Leaderboard},
+            year = {2024},
+            publisher = {Cognitivelab},
+            howpublished = "url{https://huggingface.co/spaces/Cognitive-Lab/indic_llm_leaderboard}",
+            }
+        '''
+        st.code(code, language='python')
+        
+    
+    
+    
+if __name__ == "__main__":
+    main()

requirements.txt

@@ -0,0 +1,9 @@
+streamlit==1.23
+pandas
+requests
+plotly
+gistyc
+huggingface_hub
+pydantic
+pymongo[srv]
+python-dotenv