Phi-3 Medium 128k

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

Phi-3 Medium 128k

via OpenRouter

Release Date

Apr 21st, 2024

Parameters

14B

Context Size

128k

Creative writing

17.53%

Rule following

37.23%

Utility

46.94%

Mathematics

50.00%

Tooling

30.26%

Language

62.92%

Logic

75.63%

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%	0%	90%
What instrument does Lucy play? 0-shot UtilityLogic	100%	100%	100%	100%	100%	100%	100%	100%	100%	50%	95%
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%	100%	100%
Indirect birth year 0-shot UtilityMathematicsLogic	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%
Fruits excluding citrus 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	0%	0%	0%	70%
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%	50%	50%	50%	50%	0%	70%
All valid emails 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
78.75%

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%	61%	14%	14%	14%	1%	1%	0%	0%	30%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	48%	34%	31%	14%	4%	1%	0%	0%	0%	0%	13%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	54%	50%	49%	49%	36%	24%	18%	8%	0%	0%	29%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	50%	36%	3%	0%	0%	0%	0%	0%	0%	0%	9%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	35%	33%	22%	11%	10%	1%	0%	0%	0%	0%	11%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	57%	49%	41%	20%	11%	2%	1%	0%	0%	0%	18%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	50%	30%	30%	10%	0%	0%	0%	0%	0%	0%	12%
17.53%

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%	0%	0%	60%
Friend got new kittens (German) 0-shot Language	100%	0%	0%	0%	0%	20%
Asking for directions (German) 0-shot Language	100%	100%	0%	0%	0%	40%
Asking for directions (Dutch) 0-shot Language	100%	100%	0%	0%	0%	40%
40.00%

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%	67%	67%	87%
Character dialogue (French) in a story 0-shot Language	100%	100%	88%	83%	77%	90%
Character dialogue (German) in a story 0-shot Language	100%	75%	58%	43%	0%	55%
Character dialogue (Italian) in a story 0-shot Language	100%	100%	88%	67%	40%	79%
Character dialogue (Hindi) in a story 0-shot Language	100%	100%	100%	100%	80%	96%
81.26%

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	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Count acts 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
Count acts (indented) 0-shot ToolingUtility	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
Count scenes 0-shot ToolingUtility	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
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	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
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	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
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%	50%	0%	0%	0%	0%	0%	0%	0%	0%	10%
25.83%

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%	67%	67%	67%	67%	67%	83%
83.33%

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	87%	87%	85%	82%	72%	67%	46%	42%	33%	28%	63%
Write sentences with 10 words each 0-shot Rule following	80%	78%	77%	71%	67%	61%	59%	56%	53%	52%	66%
Write sentences with 20 words each 0-shot Rule following	32%	15%	15%	10%	7%	5%	3%	0%	0%	0%	9%
45.68%

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%	0%	0%	0%	0%	0%	0%	0%	30%
Simple (1-shot) 1-shot Utility	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
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	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
14.00%

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%	92%	77%	77%	27%	0%	0%	0%	0%	0%	37%
20 word summary 0-shot Rule following	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
50 word summary 0-shot Rule following	77%	2%	0%	0%	0%	0%	0%	0%	0%	0%	8%
100 word summary 0-shot Rule following	77%	77%	27%	0%	0%	0%	0%	0%	0%	0%	18%
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%	98%	92%	99%
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%	98%	98%	98%	77%	77%	77%	77%	90%
20 sentence summary 0-shot Rule following	77%	54%	2%	2%	0%	0%	0%	0%	0%	0%	13%
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%	0%	0%	0%	0%	0%	50%
45.89%