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Zero-Shot Learning

1 min read

In Short

Performing tasks without any task-specific examples, relying only on instructions and pre-trained knowledge.

Zero-shot capability indicates strong generalization—the model understands the task from description alone.

When It Works

  • Clear, common tasks
  • Well-specified instructions
  • Tasks similar to training

When to Add Examples

  • Novel formats
  • Edge case handling
  • Consistent style needed
agentspromptingcapabilities