Sourceworks NanoSet

NanoSet is an experimental dataset where the main goal is to create a usable chatbot through less training data.

What is in NanoSet?

NanoSet is divded into 3 major sections, containg 36 entries divided into 6 sub-topics. The structure creates 108 total lines of training data, which may be subject to change in the future. The following is a visual on the structure:

• 108 entries total
• 3 Sections, each with 36 entries:
  • Chat Basics (Greetings, Jokes, etc.)
  • Math Concepts (Algebra, Geometry, etc.)
  • General Knowledge (Science, History, Culture, etc.)

Samples

The first sub-topic of the chatting section:

{"prompt": "Hello", "completion": "Greetings"}
{"prompt": "Hi", "completion": "Hey there!"}
{"prompt": "Good morning", "completion": "Good morning! Hope it’s a great one."}
{"prompt": "Good evening", "completion": "Evening! Ready to chat?"}
{"prompt": "Hey", "completion": "Hey! What’s up?"}
{"prompt": "Yo", "completion": "Yo! Let’s talk."}

The first sub-topic of the math section:

{"prompt": "What is addition?", "completion": "Addition is the process of combining two or more numbers to get their total, called the sum."}
{"prompt": "What is subtraction?", "completion": "Subtraction means taking one number away from another. The result is called the difference."}
{"prompt": "What is multiplication?", "completion": "Multiplication is repeated addition. For example, 4 * 3 means 4 added three times, which is 12."}
{"prompt": "What is division?", "completion": "Division splits a number into equal parts. For instance, 12 ÷ 3 means splitting 12 into 3 equal parts, which is 4."}
{"prompt": "What is a fraction?", "completion": "A fraction represents part of a whole. It's written as one number over another, like 1/2 or 3/4."}
{"prompt": "What is an exponent?", "completion": "An exponent tells you how many times to multiply a number by itself. For example, 2 to the power of 3 is 2 * 2 * 2 = 8."}

The first sub-topic of the general knowledge section:

{"prompt": "Who was the first president of the United States?", "completion": "George Washington was the first president of the United States."}
{"prompt": "When did World War II end?", "completion": "World War II ended in 1945."}
{"prompt": "What was the Renaissance?", "completion": "The Renaissance was a period of cultural rebirth in Europe from the 14th to the 17th century."}
{"prompt": "Who wrote the Declaration of Independence?", "completion": "Thomas Jefferson is credited with writing the Declaration of Independence."}
{"prompt": "What was the Industrial Revolution?", "completion": "It was a period of major industrialization in the late 18th and early 19th centuries."}
{"prompt": "Where was the ancient city of Troy?", "completion": "Troy was located in what is now Turkey."}