Part 6/8:
- x = 20 - 12, leading to x = 8.
The model effectively conveys the necessary calculations without excess verbiage, demonstrating significant efficiency gains.
Performance Metrics on Various Benchmarks
Empirical results show that Chain of Draft performs quite well in various AI benchmarks. For instance:
GPT-4 Performance:
Standard Prompt Accuracy: 53%
Chain of Thought Accuracy: 95%
Chain of Draft Accuracy: 91.1%
Tokens Used: Chain of Draft utilized only 43 tokens (compared to 200 in CoT) and achieved 1 second latency (versus 4.2 seconds).
CLA 3.5 Performance:
Similarly, Chain of Draft showed competitive results, maintaining a good balance of accuracy while drastically cutting down on token usage and latency.