Read the following text.
Select the option that correctly identifies one of the differences between ChatGPT and InstructGPT.
- ChatGPT interacts in a conversational way while InstructGPT follows an instruction in a prompt
- ChatGPT uses reinforcement learning while InstructGPT uses supervised learning
- ChatGPT is fine-tuned from GPT-3.5 while InstructGPT is fine-tuned from GPT-3
- All of the above
Answer as written by the student:
The option that correctly identifies one of the differences between ChatGPT and InstructGPT is A. ChatGPT interacts in a conversational way while InstructGPT follows an instruction in a prompt.
Step-by-step explanation of the answer:
To answer this question, we need to read the passage carefully and look for the information that relates to the differences between ChatGPT and InstructGPT. 📖
- The passage mentions one of the differences between ChatGPT and InstructGPT in paragraph 2, where it says: “ChatGPT is a sibling model to InstructGPT, which is trained to follow an instruction in a prompt and provide a detailed response. ChatGPT is trained to interact in a conversational way, using dialogue data collected from human AI trainers.” 📝
- Therefore, we can conclude that option A is the correct answer, as it matches the information given in the passage. ✅
- Option B is incorrect, as it is not a difference between ChatGPT and InstructGPT, but rather a similarity. Both models use reinforcement learning from human feedback (RLHF), which enables them to learn from the preferences and ratings of human users. ❌
- Option C is incorrect, as it is not a difference between ChatGPT and InstructGPT, but rather a speculation. The passage does not mention which model InstructGPT is fine-tuned from, so we cannot assume that it is fine-tuned from GPT-3. ❌
- Option D is incorrect, as it is not a combination of correct answers, but rather a combination of incorrect answers. Only option A is correct, while options B and C are incorrect. ❌