Qwen 2 7B - NC Bench

qwen/qwen-2-7b-instruct

Qwen 2 7B

via OpenRouter

Release Date

Jun 7th, 2024

Parameters

Context Size

32k

Creative writing

12.11%

Rule following

31.70%

Utility

54.39%

Mathematics

95.00%

Tooling

49.74%

Language

72.04%

Logic

66.88%

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%	50%	50%	50%	50%	50%	50%	50%	50%	50%	55%
What instrument does Lucy play? 0-shot UtilityLogic	100%	50%	50%	50%	50%	50%	50%	50%	50%	0%	50%
Guess the pet 0-shot UtilityLogic	100%	100%	100%	100%	100%	100%	100%	50%	50%	50%	85%
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%	50%	95%
Fruits excluding citrus 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	0%	0%	80%
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%	50%	50%	50%	50%	50%	50%	50%	50%	60%
All valid emails 0-shot Utility	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
65.42%

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%	0%	0%	0%	0%	0%	0%	0%	9%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	50%	1%	0%	0%	0%	0%	0%	0%	0%	0%	5%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	50%	50%	49%	49%	10%	2%	0%	0%	0%	0%	21%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	50%	49%	48%	2%	0%	0%	0%	0%	0%	0%	15%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	39%	2%	1%	0%	0%	0%	0%	0%	0%	0%	4%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	50%	42%	41%	29%	23%	22%	0%	0%	0%	0%	21%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	47%	37%	7%	5%	4%	1%	0%	0%	0%	0%	10%
12.11%

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%	0%	80%
Asking for directions (German) 0-shot Language	100%	0%	0%	0%	0%	20%
Asking for directions (Dutch) 0-shot Language	100%	100%	100%	100%	0%	80%
70.00%

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%	78%	70%	50%	43%	68%
Character dialogue (French) in a story 0-shot Language	100%	89%	75%	70%	63%	79%
Character dialogue (German) in a story 0-shot Language	85%	85%	64%	55%	0%	58%
Character dialogue (Italian) in a story 0-shot Language	100%	100%	94%	88%	82%	93%
Character dialogue (Hindi) in a story 0-shot Language	100%	100%	57%	50%	47%	71%
73.67%

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%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
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%	100%	0%	0%	0%	0%	0%	50%
Count point of views for Olivia (indented) 0-shot ToolingUtility	100%	100%	100%	100%	100%	0%	0%	0%	0%	0%	50%
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	100%	50%	50%	0%	0%	0%	0%	0%	0%	0%	20%
47.50%

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%	67%	0%	0%	77%
76.67%

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	100%	100%	96%	89%	83%	82%	79%	78%	57%	2%	77%
Write sentences with 10 words each 0-shot Rule following	84%	74%	74%	62%	61%	44%	29%	20%	19%	16%	48%
Write sentences with 20 words each 0-shot Rule following	100%	61%	29%	27%	14%	14%	1%	1%	0%	0%	25%
49.79%

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%	100%	100%	100%	100%	100%	0%	0%	0%	0%	60%
Simple (5-shot) Few-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	0%	90%
Multiple speakers 0-shot Utility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Unattributed dialogue 0-shot Utility	100%	100%	100%	100%	100%	0%	0%	0%	0%	0%	50%
40.00%

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	9%	0%	0%	0%	0%	0%	0%	0%	0%	0%	1%
20 word summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
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	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
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%	98%	98%	98%	9%	90%
10 sentence summary 0-shot Rule following	100%	98%	98%	98%	92%	77%	77%	54%	9%	9%	71%
20 sentence summary 0-shot Rule following	100%	98%	92%	92%	54%	0%	0%	0%	0%	0%	44%
50 sentence summary 0-shot Rule following	100%	77%	9%	0%	0%	0%	0%	0%	0%	0%	19%
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%	0%	0%	0%	0%	0%	0%	40%
5 paragraph summary 0-shot Rule following	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
38.07%