How to Use Hugging Face Transformers in NLP Projects
This guide covers everything from an introduction to NLP, understanding transformers and model selection, to fine-tuning and deployment, making it easy to implement cutting-edge NLP models in your applications.
===== Application Startup at 2025-03-25 09:07:10 =====
/usr/local/lib/python3.10/site-packages/gradio/components/chatbot.py:228: UserWarning: The 'tuples' format for chatbot messages is deprecated and will be removed in a future version of Gradio. Please set type='messages' instead, which uses openai-style 'role' and 'content' keys.
warnings.warn(
* Running on local URL: http://0.0.0.0:7860, with SSR ⚡
To create a public link, set `share=True` in `launch()`.
===== Application Startup at 2025-03-20 03:45:18 ===== /usr/local/lib/python3.10/site-packages/gradio/components/chatbot.py:228: UserWarning: The 'tuples' format for chatbot messages is deprecated and will be removed in a future version of Gradio. Please set type='messages' instead, which uses openai-style 'role' and 'content' keys. warnings.warn( * Running on local URL: http://0.0.0.0:7860, with SSR ⚡ To create a public link, set `share=True` in `launch()`.