~/talk

Demo: Building a Gemma chatbot with Keras

Talkat Gemma Developer Day 2024 · on Thursday, 2024-03-07· [large-language-models, machine-learning]
slides:none on file

Shows how to load Gemma Instruct 7b from the Keras NLP collection / Kaggle Model Hub with a one‑liner, use turn‑by‑turn tagging and feed the full conversation as context, generate working Python (Sieve of Eratosthenes) that executes and returns primes to 1,000, and fine‑tune on a Pirate Speak dataset using LoRA (22M trainable params vs ~8.5B full) plus Keras model‑parallelism across eight TPUs on JAX, reloads the checkpoint and preserves the pirate voice.

AI-written summary · about

  1. 0:00Introduction
  2. 0:22Introducing Gemma
  3. 0:59Demo
  4. 5:38Model Parallelization
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