Inflection 3 (PI)

inflection/inflection-3-pi

Inflection 3 (PI)

via OpenRouter

Release Date

Oct 11th, 2024

Parameters

–

Context Size

Creative writing

27.33%

Rule following

43.62%

Utility

54.67%

Mathematics

10.00%

Tooling

33.85%

Language

71.37%

Logic

68.75%

Data extraction

Extract key details from a given block of text.

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Who's the tallest? 0-shot UtilityLogic	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
What's the color of the car? 0-shot UtilityLogic	100%	100%	100%	100%	50%	50%	50%	50%	50%	50%	70%
What instrument does Lucy play? 0-shot UtilityLogic	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Guess the pet 0-shot UtilityLogic	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
What's the correct time? 0-shot UtilityLogic	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Who's the sister? 0-shot UtilityLogic	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Contextual pronoun 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	50%	95%
Indirect birth year 0-shot UtilityMathematicsLogic	50%	50%	0%	0%	0%	0%	0%	0%	0%	0%	10%
Fruits excluding citrus 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Future event time 0-shot UtilityLogic	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%
Highest-rated movie 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	50%	50%	50%	85%
All valid emails 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
77.50%

Dialogue tags

Various tasks related to dialogue tags in text.

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Write unattributed dialogue 0-shot Creative writingRule following	100%	100%	100%	100%	100%	100%	100%	100%	1%	0%	80%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	50%	38%	34%	22%	0%	0%	0%	0%	0%	0%	14%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	98%	59%	17%	14%	13%	1%	0%	0%	0%	0%	20%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	82%	52%	50%	50%	49%	14%	5%	0%	0%	0%	30%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	97%	53%	49%	13%	3%	3%	1%	0%	0%	0%	22%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	48%	48%	26%	10%	5%	0%	0%	0%	0%	0%	14%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	50%	44%	14%	0%	0%	0%	0%	0%	0%	0%	11%
27.33%

Language Comprehension

Does the model understand more than just English?

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Total
Friend got new kittens (Tagalog) 0-shot Language	100%	100%	100%	100%	100%	100%
Friend got new kittens (German) 0-shot Language	100%	100%	100%	0%	0%	60%
Asking for directions (German) 0-shot Language	100%	0%	0%	0%	0%	20%
Asking for directions (Dutch) 0-shot Language	100%	100%	0%	0%	0%	40%
55.00%

Language Writing

Can the model generate text in different languages?

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Total
Character dialogue (Spanish) in a story 0-shot Language	91%	87%	87%	85%	78%	85%
Character dialogue (French) in a story 0-shot Language	93%	92%	88%	75%	50%	80%
Character dialogue (German) in a story 0-shot Language	100%	91%	91%	90%	40%	82%
Character dialogue (Italian) in a story 0-shot Language	100%	100%	92%	82%	75%	90%
Character dialogue (Hindi) in a story 0-shot Language	100%	100%	89%	75%	63%	85%
84.47%

Novel outline

Handle questions about the outline of a novel in various formats

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Count chapters 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Count chapters (indented) 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Count acts 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Count acts (indented) 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Count scenes 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Count scenes (indented) 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Count point of views for Jack Harper 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Count point of views for Jack Harper (indented) 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Count point of views for Olivia 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Count point of views for Olivia (indented) 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Count point of views for Jack and Olivia 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
33.33%

Tool usage within Novelcrafter

Output messages that are related to tool usage within Novelcrafter

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Create alternate prose sections 0-shot ToolingUtility	100%	100%	100%	100%	0%	0%	0%	0%	0%	0%	40%
40.00%

N-Length Sentences

Write sentences with exactly N words

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Write sentences with 5 words each 0-shot Rule following	89%	87%	87%	87%	82%	81%	70%	64%	26%	0%	67%
Write sentences with 10 words each 0-shot Rule following	68%	64%	63%	58%	56%	52%	50%	48%	29%	17%	50%
Write sentences with 20 words each 0-shot Rule following	37%	33%	32%	23%	16%	14%	7%	3%	0%	0%	16%
44.78%

Voice/dialogue sheets

Extract dialogue from given text as voice sheets.

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
Simple 0-shot Utility	100%	100%	100%	100%	100%	100%	0%	0%	0%	0%	60%
Simple (1-shot) 1-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Simple (5-shot) Few-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Multiple speakers 0-shot Utility	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
Unattributed dialogue 0-shot Utility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
54.00%

Write N of X

Write exactly N words/sentences/paragraphs...

Scenario	Run 1	Run 2	Run 3	Run 4	Run 5	Run 6	Run 7	Run 8	Run 9	Run 10	Total
10 word summary 0-shot Rule following	100%	100%	100%	100%	100%	98%	98%	98%	54%	0%	85%
20 word summary 0-shot Rule following	100%	92%	27%	27%	27%	2%	0%	0%	0%	0%	28%
50 word summary 0-shot Rule following	100%	77%	54%	54%	54%	2%	0%	0%	0%	0%	34%
100 word summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
200 word summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
1 sentence summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
3 sentence summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
10 sentence summary 0-shot Rule following	100%	100%	100%	100%	100%	92%	92%	9%	9%	9%	71%
20 sentence summary 0-shot Rule following	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
50 sentence summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
1 paragraph summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
3 paragraph summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	0%	0%	80%
5 paragraph summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	0%	0%	0%	70%
52.12%