Phi-3.5 Mini 128k

microsoft/phi-3.5-mini-128k-instruct

Phi-3.5 Mini 128k

via OpenRouter

Release Date

Aug 17th, 2024

Parameters

3.8B

Context Size

128k

Creative writing

18.74%

Rule following

44.81%

Utility

61.44%

Mathematics

80.00%

Tooling

55.64%

Language

59.00%

Logic

88.75%

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%	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%	0%	0%	80%
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%	100%	100%
Indirect birth year 0-shot UtilityMathematicsLogic	100%	100%	100%	100%	100%	100%	50%	50%	50%	50%	80%
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%
92.50%

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%	61%	61%	14%	14%	14%	14%	14%	1%	1%	29%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	49%	45%	1%	0%	0%	0%	0%	0%	0%	0%	10%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	93%	50%	47%	33%	2%	0%	0%	0%	0%	0%	22%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	91%	50%	49%	49%	48%	45%	38%	0%	0%	0%	37%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	44%	43%	26%	10%	1%	0%	0%	0%	0%	0%	12%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	46%	22%	21%	14%	2%	2%	0%	0%	0%	0%	11%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	49%	38%	9%	3%	1%	0%	0%	0%	0%	0%	10%
18.74%

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	0%	0%	0%	0%	0%	0%
Asking for directions (Dutch) 0-shot Language	0%	0%	0%	0%	0%	0%
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%	60%	50%	50%	72%
Character dialogue (French) in a story 0-shot Language	100%	100%	100%	100%	63%	93%
Character dialogue (German) in a story 0-shot Language	100%	100%	80%	75%	38%	78%
Character dialogue (Italian) in a story 0-shot Language	100%	100%	50%	50%	40%	68%
Character dialogue (Hindi) in a story 0-shot Language	100%	100%	100%	50%	50%	80%
78.20%

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	100%	100%	100%	100%	0%	0%	0%	0%	0%	0%	40%
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	100%	100%	100%	100%	0%	0%	0%	0%	0%	0%	40%
Count point of views for Olivia (indented) 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	0%	0%	0%	0%	60%
Count point of views for Jack and Olivia 0-shot ToolingUtility	100%	100%	100%	50%	50%	0%	0%	0%	0%	0%	40%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	100%	50%	50%	0%	0%	0%	0%	0%	0%	0%	20%
52.50%

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%	100%	100%	67%	67%	93%
93.33%

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%	89%	89%	86%	84%	79%	65%	61%	59%	57%	76%
Write sentences with 10 words each 0-shot Rule following	76%	73%	70%	69%	65%	63%	56%	55%	49%	26%	60%
Write sentences with 20 words each 0-shot Rule following	15%	14%	0%	0%	0%	0%	0%	0%	0%	0%	3%
46.41%

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	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
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%
2.00%

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%	77%	77%	0%	0%	75%
20 word summary 0-shot Rule following	100%	100%	100%	92%	92%	92%	54%	54%	9%	0%	69%
50 word summary 0-shot Rule following	100%	100%	100%	92%	0%	0%	0%	0%	0%	0%	39%
100 word summary 0-shot Rule following	92%	54%	0%	0%	0%	0%	0%	0%	0%	0%	15%
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%	98%	92%	92%	77%	77%	54%	89%
20 sentence summary 0-shot Rule following	100%	100%	27%	0%	0%	0%	0%	0%	0%	0%	23%
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%
58.48%