Pricing out Colab compute units while fine-tuning a rare language
A practical back-and-forth on what Colab compute units cost, then how many LoRA epochs and what rank to use when fine-tuning an LLM on an obscure language.
Related
AI Prompt Challenge - MVP
A gamified exercise for practicing AI prompt-writing, where you draft prompts, receive scored feedback, and earn experience points as you improve.
Anthropic Finetuning + Claude Skills Teams Overview
An overview describing several proposed Anthropic teams, including alignment RL, fine-tuning, and Claude Skills groups, with each team's focus and duties.
Day 2 Tasks - Prompt Engineering Training
A slide deck of group exercises for a prompt-engineering workshop, with tasks split across leadership, finance, IT, HR, and marketing departments.
Do weight-level AI safety patches back up failed classifiers
A technical question about whether weight-level safeguards catch what safety classifiers miss, answered with a precise breakdown of how the two systems relate.