Inflection 3 (Productivity)

inflection/inflection-3-productivity

Inflection 3 (Productivity)

via OpenRouter

Release Date

Oct 11th, 2024

Parameters

–

Context Size

Creative writing

32.22%

Rule following

45.06%

Utility

60.00%

Mathematics

45.00%

Tooling

46.92%

Language

69.02%

Logic

72.50%

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%	50%	95%
What's the color of the car? 0-shot UtilityLogic	100%	100%	100%	100%	100%	50%	50%	50%	50%	50%	75%
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%	50%	95%
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%	50%	50%	90%
Indirect birth year 0-shot UtilityMathematicsLogic	50%	50%	50%	50%	50%	50%	50%	50%	50%	0%	45%
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%	100%	100%	100%	100%
All valid emails 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
80.83%

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%	100%	100%	100%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	52%	48%	43%	41%	10%	7%	4%	0%	0%	0%	20%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	79%	66%	50%	49%	47%	12%	0%	0%	0%	0%	30%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	41%	34%	14%	13%	4%	4%	3%	0%	0%	0%	11%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	98%	97%	52%	26%	10%	8%	7%	0%	0%	0%	30%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	72%	47%	24%	24%	7%	0%	0%	0%	0%	0%	17%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	48%	43%	40%	27%	2%	1%	0%	0%	0%	0%	16%
32.22%

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%	0%	0%	0%	40%
Asking for directions (German) 0-shot Language	100%	0%	0%	0%	0%	20%
Asking for directions (Dutch) 0-shot Language	100%	0%	0%	0%	0%	20%
45.00%

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	100%	88%	85%	84%	82%	88%
Character dialogue (French) in a story 0-shot Language	94%	93%	90%	83%	80%	88%
Character dialogue (German) in a story 0-shot Language	100%	92%	91%	90%	82%	91%
Character dialogue (Italian) in a story 0-shot Language	100%	93%	89%	88%	44%	83%
Character dialogue (Hindi) in a story 0-shot Language	100%	100%	93%	88%	77%	92%
88.24%

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	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
Count scenes (indented) 0-shot ToolingUtility	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Count point of views for Jack Harper 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	0%	0%	80%
Count point of views for Jack Harper (indented) 0-shot ToolingUtility	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Count point of views for Olivia 0-shot ToolingUtility	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Count point of views for Olivia (indented) 0-shot ToolingUtility	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Count point of views for Jack and Olivia 0-shot ToolingUtility	50%	0%	0%	0%	0%	0%	0%	0%	0%	0%	5%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	50%	0%	0%	0%	0%	0%	0%	0%	0%	0%	5%
48.33%

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%	0%	0%	0%	0%	0%	0%	0%	30%
30.00%

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	96%	91%	89%	87%	78%	76%	69%	68%	67%	35%	75%
Write sentences with 10 words each 0-shot Rule following	56%	53%	52%	46%	46%	31%	12%	11%	9%	7%	32%
Write sentences with 20 words each 0-shot Rule following	40%	30%	24%	20%	18%	13%	12%	11%	0%	0%	17%
41.46%

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%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
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	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Unattributed dialogue 0-shot Utility	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
44.00%

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%	98%	98%	92%	77%	77%	9%	2%	0%	0%	55%
20 word summary 0-shot Rule following	100%	100%	92%	92%	92%	54%	0%	0%	0%	0%	53%
50 word summary 0-shot Rule following	100%	98%	98%	27%	27%	9%	2%	0%	0%	0%	36%
100 word summary 0-shot Rule following	9%	2%	0%	0%	0%	0%	0%	0%	0%	0%	1%
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%	27%	27%	27%	9%	9%	60%
20 sentence summary 0-shot Rule following	100%	100%	98%	9%	0%	0%	0%	0%	0%	0%	31%
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%	0%	0%	0%	70%
5 paragraph summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	0%	0%	80%
52.81%