Qwen 2 72B - NC Bench

qwen/qwen-2-72b-instruct

Qwen 2 72B

via OpenRouter

Release Date

Jun 7th, 2024

Parameters

72B

Context Size

32k

Creative writing

23.67%

Rule following

45.13%

Utility

63.50%

Mathematics

100.00%

Tooling

65.00%

Language

89.39%

Logic

80.00%

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%	50%	95%
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	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
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%	100%	100%	100%	100%	100%
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%
86.67%

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%	61%	61%	14%	14%	1%	1%	1%	45%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	59%	48%	34%	1%	1%	0%	0%	0%	0%	0%	14%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	59%	57%	50%	42%	11%	9%	1%	0%	0%	0%	23%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	90%	66%	50%	49%	47%	46%	30%	21%	13%	0%	41%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	45%	34%	0%	0%	0%	0%	0%	0%	0%	0%	8%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	50%	48%	39%	29%	5%	0%	0%	0%	0%	0%	17%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	37%	34%	29%	27%	24%	16%	4%	1%	0%	0%	17%
23.67%

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%	100%	100%	100%
Asking for directions (German) 0-shot Language	100%	100%	100%	100%	100%	100%
Asking for directions (Dutch) 0-shot Language	100%	100%	100%	100%	100%	100%
100.00%

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%	88%	71%	92%
Character dialogue (French) in a story 0-shot Language	100%	89%	86%	82%	62%	84%
Character dialogue (German) in a story 0-shot Language	100%	90%	90%	83%	33%	79%
Character dialogue (Italian) in a story 0-shot Language	100%	100%	100%	91%	71%	92%
Character dialogue (Hindi) in a story 0-shot Language	67%	57%	57%	56%	50%	57%
80.90%

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%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
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%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Count point of views for Jack Harper (indented) 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	0%	0%	0%	0%	60%
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%	100%	100%	0%	0%	0%	0%	0%	0%	40%
Count point of views for Jack and Olivia 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	50%	0%	0%	75%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	0%	90%
62.08%

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%	100%	100%	100%
100.00%

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	100%	100%	100%	100%	100%	100%	100%	98%	96%	96%	99%
Write sentences with 10 words each 0-shot Rule following	94%	86%	85%	84%	84%	79%	77%	75%	65%	59%	79%
Write sentences with 20 words each 0-shot Rule following	72%	67%	63%	59%	55%	47%	36%	34%	24%	12%	47%
74.99%

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	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
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%
4.00%

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	98%	92%	0%	0%	0%	0%	0%	0%	0%	0%	19%
20 word summary 0-shot Rule following	100%	100%	98%	92%	0%	0%	0%	0%	0%	0%	39%
50 word summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
100 word summary 0-shot Rule following	77%	54%	0%	0%	0%	0%	0%	0%	0%	0%	13%
200 word summary 0-shot Rule following	77%	0%	0%	0%	0%	0%	0%	0%	0%	0%	8%
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%	98%	92%	77%	77%	54%	27%	27%	27%	2%	58%
20 sentence summary 0-shot Rule following	100%	100%	92%	92%	77%	27%	9%	2%	0%	0%	50%
50 sentence summary 0-shot Rule following	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
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%	0%	0%	0%	70%
49.79%