To run the programs in this file, you need the gsm8k benchmark available at:

defs:

RITS_API_KEY:

lang: python

code: |

import os

result = os.environ["RITS_API_KEY"]

solve:

function:

question: str

return:

lastOf:

- "${ question }\n"

- model: openai/ibm-granite/granite-3.1-8b-instruct

def: solution

parameters:

api_key: ${RITS_API_KEY}

api_base: https://inference-3scale-apicast-production.apps.rits.fmaas.res.ibm.com/granite-3-1-8b-instruct/v1/

extra_headers:

RITS_API_KEY: ${RITS_API_KEY}

- "\nwhat is the final answer from the above solution?\n"

- model: openai/ibm-granite/granite-3.1-8b-instruct

def: answer

spec: {result: float}

parser: json

parameters:

api_key: ${RITS_API_KEY}

api_base: https://inference-3scale-apicast-production.apps.rits.fmaas.res.ibm.com/granite-3-1-8b-instruct/v1/

extra_headers:

RITS_API_KEY: ${RITS_API_KEY}

- data:

solution: ${ solution }

answer: ${ answer }

truth:

function:

answer: str

return:

lang: python

code:

|

result = float(answer.split("####")[-1].strip().replace("$", "").replace(",", ""))

compare:

function:

ans1: float

ans2: float

return:

lang: python

code:

|

result = float(ans1) == float(ans2)

text:

- read: ../../../grade-school-math/grade_school_math/data/test.jsonl

parser: jsonl

contribute: []

def: mathdata

- for:

problem: ${ mathdata }

repeat:

lastOf:

- call: ${ solve }

args:

question: ${ problem.question }

pdl_context: []

def: solution

- def: actual

call: ${ truth }

args:

answer: ${ problem.answer }

- def: compare

lang: python

code:

|

result = float(solution["answer"]["result"]) == actual

- if: ${ compare }

then:

data:

solution: ${ solution }

matches: true

else:

data:

solution: ${ solution }

matches: false

join:

with: "\n"

defs:

RITS_API_KEY:

lang: python

code: |

import os

result = os.environ["RITS_API_KEY"]

solve:

function:

question: str

return:

lastOf:

- "${ question }\n"

- model: openai/ibm-granite/granite-3.1-8b-instruct

def: solution

parameters:

api_key: ${RITS_API_KEY}

api_base: https://inference-3scale-apicast-production.apps.rits.fmaas.res.ibm.com/granite-3-1-8b-instruct/v1/

extra_headers:

RITS_API_KEY: ${RITS_API_KEY}

- def: answer

lang: python

code: |

try:

result = float(solution.split("The answer is:")[-1].strip())

except:

result = 0

- data:

solution: ${ solution }

answer:

result: ${ answer }

truth:

function:

answer: str

return:

lang: python

code:

|

result = float(answer.split("####")[-1].strip().replace("$", "").replace(",", ""))

compare:

function:

ans1: float

ans2: float

return:

lang: python

code:

|

result = float(ans1) == float(ans2)

text:

- read: ../../../grade-school-math/grade_school_math/data/test.jsonl

parser: jsonl

contribute: []

def: mathdata

- for:

problem: ${ mathdata }

repeat:

lastOf:

- call: ${ solve }

args:

question: ${ problem.question }

pdl_context: []

def: solution

- def: actual

call: ${ truth }

args:

answer: ${ problem.answer }

- def: compare

lang: python

contribute: []

code:

|

result = float(solution["answer"]["result"]) == actual

- if: ${ compare }

then:

data:

solution: ${ solution }

matches: true

else:

data:

solution: ${ solution }

matches: false

join:

with: "\n"

case "json" | "yaml" | "jsonl":

What is APR?APR stands for Annual Percentage Rate. It is the annual interest rate charged for borrowing or earned through an investment, and it reflects the cost of a loan on an annual basis, including fees and compounding interest.yes

What is APR?

APR stands for Annual Percentage Rate. It is the annual interest rate charged for borrowing or earned through an investment, and it represents the actual yearly cost of funds over the term of a loan. It includes any fees or additional costs associated with the transaction.french

Translate the above to french

"APR" signifie "Taux Annuel Équivalent" en français. Il est le taux d'intérêt annuel chargé pour emprunter ou gagné à travers une investissement, et il représente le coût réel annuer des fonds sur la durée d'un prêt. Il inclut toutes les frais ou coûts supplémentaires associés à la transaction.stop

Here is a simple Python function to compute the Fibonacci sequence:

```python

def fibonacci(n):

if n <= 0:

return "Input should be a positive integer."

elif n == 1:

return 0

elif n == 2:

return 1

else:

a, b = 0, 1

for _ in range(n - 2):

a, b = b, a + b

return b

```

This function takes an integer `n` as input and returns the `n`th number in the Fibonacci sequence. The Fibonacci sequence is a series of numbers in which each number is the sum of the two preceding ones, usually starting with 0 and 1.

Find a random number between 1 and 20

15

Now computing fibonacci(15)

def fibonacci(n):

if n <= 0:

return "Input should be a positive integer."

elif n == 1:

return 0

elif n == 2:

return 1

else:

a, b = 0, 1

for _ in range(n - 2):

a, b = b, a + b

return b

The result is: 377

Explain what the above code does and what the result means

The provided code is a Python function named `fibonacci(n)` that calculates the `n`th number in the Fibonacci sequence. The Fibonacci sequence is a series of numbers in which each number is the sum of the two preceding ones, usually starting with 0 and 1.

The function takes an integer `n` as input and returns the `n`th number in the Fibonacci sequence. If the input is not a positive integer, the function returns an error message.

In this case, the function is called with the argument `15`, which means it will calculate the 15th number in the Fibonacci sequence. The result of this calculation is `377`.

So, the number 377 is the 15th number in the Fibonacci sequence.

Hello

Hello

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