Not handling the decimal point values correctly

[pradeepdev-1995]

I have an input ex: sales=1893.34, also I am giving prompts to perform certain tasks but the openchat returns such as sales=189.334 or sales=18933.4 in the response. The decimal point is moving left and right. so it deviates from the actual value. How to solve this problem via prompting?

[imoneoi]

Can you try a lower temperature (like 0.0 and 0.5) first?

[pradeepdev-1995]

Tried this. But still getting the issue

[imoneoi]

Can you post the prompt here?

[pradeepdev-1995]

Here is the sample data:(question,keys and values are not real)

system_msg = """As an AI programmed to generate business report from JSON input data,
input: {'abc: 12.05, 'def': 96181.4593197, 'ghi': True}
question:  sample question
report:"""

[imoneoi]

The system message may not work properly. Try putting it to the first user turn? I've tested it and seems working fine (temp = 0.5)

Generate annual business report and analysis from the JSON data in Markdown. use tables when appropriate

data: {
  "report": {
    "january": {
      "revenue": 34567.89,
      "expenses": 12345.67,
      "profit": 22222.22,
      "customers": 150,
      "orders": 500,
      "average_order_value": 69.87
    },
    "february": {
      "revenue": 45678.90,
      "expenses": 13456.78,
      "profit": 32222.12,
      "customers": 175,
      "orders": 550,
      "average_order_value": 81.02
    },
    "march": {
      "revenue": 56789.01,
      "expenses": 14567.89,
      "profit": 42222.12,
      "customers": 190,
      "orders": 600,
      "average_order_value": 92.13
    },
    "april": {
      "revenue": 67890.12,
      "expenses": 15678.90,
      "profit": 52222.22,
      "customers": 205,
      "orders": 650,
      "average_order_value": 101.32
    },
    "may": {
      "revenue": 78901.23,
      "expenses": 16578.91,
      "profit": 62222.32,
      "customers": 215,
      "orders": 700,
      "average_order_value": 112.04
    },
    "june": {
      "revenue": 89012.34,
      "expenses": 17578.92,
      "profit": 71222.42,
      "customers": 225,
      "orders": 750,
      "average_order_value": 121.16
    },
    "july": {
      "revenue": 99013.45,
      "expenses": 18578.93,
      "profit": 80222.52,
      "customers": 235,
      "orders": 800,
      "average_order_value": 130.27
    },
    "august": {
      "revenue": 109014.56,
      "expenses": 19578.94,
      "profit": 89222.62,
      "customers": 245,
      "orders": 850,
      "average_order_value": 132.49
    },
    "september": {
      "revenue": 119015.67,
      "expenses": 20578.95,
      "profit": 98222.72,
      "customers": 255,
      "orders": 900,
      "average_order_value": 135.12
    },
    "october": {
      "revenue": 129016.78,
      "expenses": 21578.96,
      "profit": 107222.82,
      "customers": 265,
      "orders": 950,
      "average_order_value": 138.95
    },
    "november": {
      "revenue": 139017.89,
      "expenses": 22578.97,
      "profit": 106222.92,
      "customers": 275,
      "orders": 1000,
      "average_order_value": 144.03
    },
    "december": {
      "revenue": 149019.01,
      "expenses": 23578.98,
      "profit": 125222.03,
      "customers": 285,
      "orders": 1050,
      "average_order_value": 147.62
    }
  }
}

report:

Annual Business Report and Analysis

Table of Contents

1. Revenue
2. Expenses
3. Profit
4. Customers
5. Orders
6. Average Order Value

Revenue

Month	Revenue
January	$34,567.89
February	$45,678.90
March	$56,789.01
April	$67,890.12
May	$78,901.23
June	$89,012.34
July	$99,013.45
August	$109,014.56
September	$119,015.67
October	$129,016.78
November	$139,017.89
December	$149,019.01

Expenses

Month	Expenses
January	$12,345.67
February	$13,456.78
March	$14,567.89
April	$15,678.90
May	$16,578.91
June	$17,578.92
July	$18,578.93
August	$19,578.94
September	$20,578.95
October	$21,578.96
November	$22,578.97
December	$23,578.98

Profit

Month	Profit
January	$22,222.22
February	$32,222.12
March	$42,222.12
April	$52,222.22
May	$62,222.32
June	$71,222.42
July	$80,222.52
August	$89,222.62
September	$98,222.72
October	$107,222.82
November	$106,222.92
December	$125,222.03

Customers

Month	Customers
January	150
February	175
March	190
April	205
May	215
June	225
July	235
August	245
September	255
October	265
November	275
December	285

Orders

Month	Orders
January	500
February	550
March	600
April	650
May	700
June	750
July	800
August	850
September	900
October	950
November	1000
December	1050

[pradeepdev-1995]

@imoneoi I am formating the prompt below

<s>[IDENTITY]
As an AI programmed to generate business reports from JSON input data,
[/IDENTITY]</s>
[INST]
Now Based on the following input: {'abc': 12.05, 'def': 96181.4593197, 'ghi': True}
Generate the report for this Question: sample question
Report:
 [/INST]

Is there any worng in this method of prompt structure?Also if i should pass any few shot examples,where can I pass those?

[imoneoi]

OpenChat is using a special prompt format, which you can see it here. You can pass few-shot examples in the first user message as well.

[pradeepdev-1995]

i could see

GPT4 Correct User: Hello<|end_of_turn|>GPT4 Correct Assistant: Hi<|end_of_turn|>GPT4 Correct User: How are you today?<|end_of_turn|>GPT4 Correct Assistant:

In the mentioned page.

How does this fit in my context? @imoneoi Please share the structure based my current prompt - -<s>[IDENTITY] As an AI programmed to generate business reports from JSON input data, [/IDENTITY]</s> [INST] Now Based on the following input: {'abc': 12.05, 'def': 96181.4593197, 'ghi': True} Generate the report for this Question: sample question Report: [/INST]

[imoneoi]

Try putting the question to the first user turn

GPT4 Correct User: Question<|end_of_turn|>GPT4 Correct Assistant:

[pradeepdev-1995]

@imoneoi I put in the way that you mentiond. still i am facing the decimal point movement issue in the response. What might be the issue? is openchat is not goot at dealing with mathmatics and decimal point values?