Phi-3 Mini 128k - NC Bench

microsoft/phi-3-mini-128k-instruct

Phi-3 Mini 128k

via OpenRouter

Release Date

Jul 1st, 2024

Parameters

3.8B

Context Size

128k

Creative writing

21.40%

Rule following

35.96%

Utility

54.89%

Mathematics

85.00%

Tooling

42.44%

Language

58.12%

Logic

94.38%

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%	100%	100%	100%	100%	100%	100%	100%
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%	100%	100%	100%	100%	100%	100%	100%	100%	100%
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%	0%	0%	0%	0%	0%	50%
Indirect birth year 0-shot UtilityMathematicsLogic	100%	100%	100%	100%	100%	100%	100%	50%	50%	50%	85%
Fruits excluding citrus 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	0%	90%
Future event time 0-shot UtilityLogic	100%	100%	100%	100%	50%	50%	50%	50%	50%	50%	70%
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%
91.25%

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	61%	14%	14%	14%	1%	1%	1%	0%	0%	0%	10%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	82%	49%	43%	41%	30%	10%	2%	1%	0%	0%	26%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	100%	48%	48%	47%	46%	44%	36%	34%	27%	13%	44%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	99%	68%	53%	51%	50%	49%	45%	43%	14%	0%	47%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	48%	7%	1%	0%	0%	0%	0%	0%	0%	0%	6%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	48%	35%	26%	20%	5%	4%	0%	0%	0%	0%	14%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	20%	7%	2%	0%	0%	0%	0%	0%	0%	0%	3%
21.40%

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%	0%	80%
Friend got new kittens (German) 0-shot Language	0%	0%	0%	0%	0%	0%
Asking for directions (German) 0-shot Language	0%	0%	0%	0%	0%	0%
Asking for directions (Dutch) 0-shot Language	100%	100%	100%	0%	0%	60%
35.00%

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%	100%	100%	100%	50%	90%
Character dialogue (French) in a story 0-shot Language	100%	67%	67%	56%	40%	66%
Character dialogue (German) in a story 0-shot Language	100%	100%	100%	80%	69%	90%
Character dialogue (Italian) in a story 0-shot Language	100%	100%	83%	50%	50%	77%
Character dialogue (Hindi) in a story 0-shot Language	100%	60%	50%	50%	44%	61%
76.62%

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%	0%	0%	80%
Count acts 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	0%	90%
Count acts (indented) 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	0%	90%
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	100%	100%	100%	0%	0%	0%	0%	0%	0%	0%	30%
Count point of views for Jack Harper (indented) 0-shot ToolingUtility	100%	100%	100%	0%	0%	0%	0%	0%	0%	0%	30%
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	100%	100%	100%	0%	0%	0%	0%	0%	0%	0%	30%
Count point of views for Jack and Olivia 0-shot ToolingUtility	50%	50%	0%	0%	0%	0%	0%	0%	0%	0%	10%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	50%	0%	0%	0%	0%	0%	0%	0%	0%	0%	5%
38.75%

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%	100%	100%	67%	67%	67%	67%	87%
86.67%

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	91%	73%	69%	63%	60%	59%	59%	27%	23%	12%	54%
Write sentences with 10 words each 0-shot Rule following	80%	59%	57%	56%	45%	40%	34%	31%	23%	0%	42%
Write sentences with 20 words each 0-shot Rule following	23%	20%	8%	8%	3%	1%	1%	0%	0%	0%	7%
34.26%

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	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Simple (1-shot) 1-shot Utility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Simple (5-shot) Few-shot Utility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Multiple speakers 0-shot Utility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Unattributed dialogue 0-shot Utility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
0.00%

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%	54%	9%	0%	0%	0%	0%	0%	0%	0%	16%
20 word summary 0-shot Rule following	100%	100%	98%	77%	54%	54%	0%	0%	0%	0%	48%
50 word summary 0-shot Rule following	100%	98%	98%	9%	0%	0%	0%	0%	0%	0%	31%
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	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
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%	98%	100%
10 sentence summary 0-shot Rule following	100%	100%	98%	92%	92%	92%	77%	54%	54%	54%	81%
20 sentence summary 0-shot Rule following	77%	77%	27%	0%	0%	0%	0%	0%	0%	0%	18%
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%	0%	0%	0%	0%	0%	0%	0%	30%
5 paragraph summary 0-shot Rule following	100%	100%	100%	100%	0%	0%	0%	0%	0%	0%	40%
44.19%