zero-shot classification,few-shot learning
Classify without training examples for those classes.
9,967 technical terms and definitions
Classify without training examples for those classes.
Add "Let's think step by step" without examples.
Zero-shot chain-of-thought uses trigger phrase like "let's think step by step" without examples.
Apply to unseen language without fine-tuning.
Distill without task-specific data.
No examples provided.
Zero-shot prompting requests task completion without providing examples in the prompt.
Zero-shot retrieval performs on new domains without domain-specific training.
Segment novel objects without training.
Perform unseen tasks from instructions.
Translate unseen language pairs.
ZeRO (DeepSpeed) partitions optimizer states, gradients, parameters across GPUs. Offload to CPU for even larger models.
ZeRO (DeepSpeed) shards optimizer states, gradients, and parameters across GPUs. Enables training huge models.
Surface charge in solution.
Staggered pins.
Regions at different sigma levels.
Control chart divided into zones.