~/talk

Building Machine Learning demos with Python

Talkat PyConZA 2021 · 2021-10-07..10-08· [machine-learning, python]
slides:none on file

Shows how to turn a trained model into a shareable demo using ~15 lines of Python with Gradio or Streamlit, deployable to Hugging Face Spaces (free, git-based hosting) so links persist beyond Gradio’s default 72 hours. Demonstrations include English→Spanish translation via transformers pipeline, text→image generation, and a chained pipeline (translate→GPT2 story→translate) using models from a hub of ~17,000 models (≈1,300 from Helsinki, ~400 Spanish). Inference API speeds up slow models and comes with a generous free tier.

AI-written summary · about

  1. 0:00Start
  2. 2:03About Myself
  3. 14:29The Inference Api
  4. 17:52General Story Generator
  5. 20:36Page Reconstitution
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