edit simple example in README

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Andreas Koepf 2025-01-23 12:30:52 +01:00
parent e9e90051d6
commit 3077d8571e

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@ -9,43 +9,32 @@ The goal is to generate virtually infinite data with adjustable complexity.
```python
from reasoning_gym.arithmetic import ChainSum, ChainSumConfig
# Configure a simple arithmetic task generator
# configure a simple arithmetic task generator
config = ChainSumConfig(
min_terms=2, # At least 2 numbers per expression
max_terms=4, # At most 4 numbers per expression
min_digits=1, # Single digit numbers
max_digits=2, # Up to 2-digit numbers
min_terms=2,
max_terms=6,
min_digits=1,
max_digits=4,
allow_negation=False, # Only positive numbers
size=5, # Generate 5 examples
seed=42 # For reproducibility
size=5, # virtual size of dataset
seed=42 # deterministic results
)
# Create the dataset
# create the dataset
dataset = ChainSum(config)
# Generate some examples
for i in range(len(dataset)):
item = dataset[i]
print(f"Question: {item['question']}")
print(f"Answer: {item['answer']}\n")
# print some examples
for item in dataset:
print(item)
```
Example output:
```
Question: 7 + 42 - 15 =
Answer: 34
Question: 91 - 8 =
Answer: 83
Question: 4 + 67 - 12 =
Answer: 59
Question: 28 + 35 =
Answer: 63
Question: 51 - 24 + 7 =
Answer: 34
```json
{'question': '4 + 3 =', 'answer': '7', 'metadata': {'num_terms': 2, 'num_digits': 1, 'expression': '4 + 3'}}
{'question': '812 + 880 =', 'answer': '1692', 'metadata': {'num_terms': 2, 'num_digits': 3, 'expression': '812 + 880'}}
{'question': '2 + 6 + 3 + 4 + 0 =', 'answer': '15', 'metadata': {'num_terms': 5, 'num_digits': 1, 'expression': '2 + 6 + 3 + 4 + 0'}}
{'question': '8995 - 5221 + 2341 + 5967 =', 'answer': '12082', 'metadata': {'num_terms': 4, 'num_digits': 4, 'expression': '8995 - 5221 + 2341 + 5967'}}
{'question': '1654 + 4744 =', 'answer': '6398', 'metadata': {'num_terms': 2, 'num_digits': 4, 'expression': '1654 + 4744'}}
```