Initial commit for Anuvaadak

.gitignore

@@ -0,0 +1,173 @@
+checkpoints/
+
+# 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
+
+# UV
+#   Similar to Pipfile.lock, it is generally recommended to include uv.lock in version control.
+#   This is especially recommended for binary packages to ensure reproducibility, and is more
+#   commonly ignored for libraries.
+#uv.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/latest/usage/project/#working-with-version-control
+.pdm.toml
+.pdm-python
+.pdm-build/
+
+# 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/
+
+# PyPI configuration file
+.pypirc

.gradio/certificate.pem

@@ -0,0 +1,31 @@
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+-----END CERTIFICATE-----

LICENSE

@@ -0,0 +1,674 @@
+                    GNU GENERAL PUBLIC LICENSE
+                       Version 3, 29 June 2007
+
+ Copyright (C) 2007 Free Software Foundation, Inc. <https://fsf.org/>
+ Everyone is permitted to copy and distribute verbatim copies
+ of this license document, but changing it is not allowed.
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README.md

@@ -1,14 +1 @@
----
-title: Anuvaadak
-emoji: 📚
-colorFrom: purple
-colorTo: pink
-sdk: gradio
-sdk_version: 5.18.0
-app_file: app.py
-pinned: false
-license: mit
-short_description: Translator
----
-
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+# DeepTrans

Space.yaml

@@ -0,0 +1,3 @@
+sdk: gradio
+python_version: 3.10
+hardware: "gpu"  # Use "cpu" if your model does not require GPU

app.py

@@ -0,0 +1,169 @@
+import gradio as gr
+import torch
+from transformers import AutoTokenizer, AutoModelForSeq2SeqLM
+import os
+ 
+checkpoint_path = "Prince012/anuvaadak-en_hi"
+device = "cuda" if torch.cuda.is_available() else "cpu"
+tokenizer = None
+model = None
+
+def load_model():
+    global tokenizer, model
+    try:
+        tokenizer = AutoTokenizer.from_pretrained(checkpoint_path)
+        model = AutoModelForSeq2SeqLM.from_pretrained(checkpoint_path)
+        model.to(device)
+        model.eval()
+        print(f"Model loaded successfully from Hugging Face on {device}!")
+    except Exception as e:
+        print(f"Error loading model: {e}")
+
+def generate_translation(text):
+    if not isinstance(text, str) or text.strip() == "":
+        return ""
+    
+    try: 
+        inputs = tokenizer(text, return_tensors="pt", max_length=128, truncation=True) 
+        inputs = {k: v.to(device) for k, v in inputs.items()}
+        
+        with torch.no_grad():
+            outputs = model.generate(**inputs, max_length=128)
+         
+        outputs = outputs.cpu()
+        return tokenizer.decode(outputs[0], skip_special_tokens=True)
+    except Exception as e:
+        print(f"Error during translation: {e}")
+        return f"Translation error: {str(e)}"
+
+def translate_text(english_text):
+    if not english_text:
+        return ""
+    
+    hindi_translation = generate_translation(english_text)
+    return hindi_translation
+
+# Character count functions
+def count_chars(text):
+    return f"{len(text)} characters"
+
+def clear_inputs():
+    return ["", ""]
+
+# Load model at startup
+if torch.cuda.is_available():
+    torch.cuda.empty_cache()
+load_model()
+
+# Custom CSS to make the UI look like your original design
+css = """
+body {
+    font-family: Arial, sans-serif;
+}
+.container {
+    max-width: 800px;
+    margin: 0 auto;
+}
+h1 {
+    color: #4169E1;
+    text-align: center;
+    font-size: 32px;
+    margin-bottom: 5px;
+}
+h2 {
+    color: #666;
+    text-align: center;
+    font-size: 18px;
+    font-weight: normal;
+    margin-top: 0;
+    margin-bottom: 30px;
+}
+.textbox-label {
+    font-weight: bold;
+    margin-bottom: 5px;
+}
+.gradio-container {
+    background-color: white;
+}
+.gr-button-primary {
+    background-color: #4169E1 !important;
+}
+footer {
+    text-align: center;
+    margin-top: 20px;
+    color: #888;
+    font-size: 12px;
+}
+"""
+
+with gr.Blocks(css=css) as demo:
+    gr.HTML("""
+    <div class="container">
+        <h1>Anuvaadak</h1>
+        <h2>English to Hindi Translator</h2>
+    </div>
+    """)
+    
+    with gr.Row():
+        with gr.Column():
+            gr.HTML('<div class="textbox-label">🇬🇧 English</div>')
+            english_input = gr.Textbox(
+                placeholder="Enter English text here...",
+                lines=6,
+                max_lines=10,
+                show_label=False
+            )
+            english_char_count = gr.HTML('<div style="text-align: right; color: #888; font-size: 12px;">0 characters</div>')
+            
+        with gr.Column():
+            gr.HTML('<div class="textbox-label">🇮🇳 Hindi</div>')
+            hindi_output = gr.Textbox(
+                placeholder="Translation will appear here...",
+                lines=6,
+                max_lines=10,
+                show_label=False,
+                interactive=False
+            )
+            hindi_char_count = gr.HTML('<div style="text-align: right; color: #888; font-size: 12px;">0 characters</div>')
+    
+    with gr.Row():
+        translate_btn = gr.Button("Translate", variant="primary")
+        clear_btn = gr.Button("Clear")
+    
+    gr.HTML("""
+    <footer>
+        © 2025 DeepTrans. All rights reserved.
+    </footer>
+    """)
+    
+    # Update the character count for English input
+    english_input.change(
+        count_chars,
+        inputs=[english_input],
+        outputs=[english_char_count]
+    )
+    
+    # Translate function
+    def translate_and_count(text):
+        translation = translate_text(text)
+        return translation, count_chars(translation)
+    
+    translate_btn.click(
+        translate_and_count,
+        inputs=[english_input],
+        outputs=[hindi_output, hindi_char_count]
+    )
+    
+    # Clear both inputs and character counts
+    def clear_all():
+        return ["", "", "0 characters", "0 characters"]
+    
+    clear_btn.click(
+        clear_all,
+        inputs=None,
+        outputs=[english_input, hindi_output, english_char_count, hindi_char_count]
+    )
+
+if __name__ == "__main__":
+    # Updated to use 127.0.0.1:5000 instead of 0.0.0.0:5000
+    demo.launch(share=True, server_name="127.0.0.1", server_port=5000)

hf_model.py

@@ -0,0 +1,7 @@
+from huggingface_hub import upload_folder
+
+upload_folder(
+    folder_path="checkpoints/checkpoint-25000",
+    repo_id="Prince012/anuvaadak-en_hi",
+    repo_type="model"
+)

requirements.txt

@@ -0,0 +1,4 @@
+gradio
+torch
+transformers
+huggingface_hub