EVA Qwen 2.5 14B - NC Bench

eva-unit-01/eva-qwen-2.5-14b

EVA Qwen 2.5 14B

via OpenRouter

Release Date

Sep 30th, 2024

Parameters

14B

Context Size

32k

Creative writing

18.72%

Rule following

32.25%

Utility

46.33%

Mathematics

55.00%

Tooling

47.69%

Language

43.36%

Logic

55.00%

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%	50%	50%	50%	50%	80%
What's the color of the car? 0-shot UtilityLogic	100%	100%	50%	50%	50%	50%	50%	50%	50%	0%	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	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%	50%
What's the correct time? 0-shot UtilityLogic	100%	100%	100%	0%	0%	0%	0%	0%	0%	0%	30%
Who's the sister? 0-shot UtilityLogic	100%	100%	100%	100%	50%	50%	50%	50%	50%	50%	70%
Contextual pronoun 0-shot Utility	100%	100%	50%	50%	50%	50%	50%	50%	50%	50%	60%
Indirect birth year 0-shot UtilityMathematicsLogic	100%	50%	50%	50%	50%	50%	50%	50%	50%	50%	55%
Fruits excluding citrus 0-shot Utility	100%	100%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Future event time 0-shot UtilityLogic	100%	50%	50%	50%	50%	50%	50%	50%	50%	0%	50%
Highest-rated movie 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	50%	50%	90%
All valid emails 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
59.17%

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%	61%	14%	0%	0%	0%	0%	0%	33%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	45%	38%	22%	19%	18%	2%	0%	0%	0%	0%	14%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	50%	50%	43%	41%	0%	0%	0%	0%	0%	0%	18%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	50%	50%	45%	45%	33%	30%	30%	25%	2%	0%	31%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	14%	1%	0%	0%	0%	0%	0%	0%	0%	0%	1%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	71%	20%	4%	0%	0%	0%	0%	0%	0%	0%	10%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	83%	50%	50%	37%	6%	3%	0%	0%	0%	0%	23%
18.72%

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%	0%	0%	0%	40%
Friend got new kittens (German) 0-shot Language	100%	100%	100%	100%	0%	80%
Asking for directions (German) 0-shot Language	100%	100%	100%	100%	100%	100%
Asking for directions (Dutch) 0-shot Language	100%	100%	0%	0%	0%	40%
65.00%

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%	50%	0%	0%	0%	30%
Character dialogue (French) in a story 0-shot Language	33%	0%	0%	0%	0%	7%
Character dialogue (German) in a story 0-shot Language	75%	50%	0%	0%	0%	25%
Character dialogue (Italian) in a story 0-shot Language	67%	58%	33%	0%	0%	32%
Character dialogue (Hindi) in a story 0-shot Language	67%	63%	56%	0%	0%	37%
26.06%

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%	0%	90%
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%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
Count scenes (indented) 0-shot ToolingUtility	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
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%	0%	0%	0%	0%	0%	0%	0%	0%	20%
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	100%	100%	50%	50%	50%	0%	0%	0%	0%	0%	35%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	100%	100%	100%	50%	50%	50%	0%	0%	0%	0%	45%
48.33%

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%	0%	0%	0%	0%	0%	0%	40%
40.00%

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	89%	87%	67%	65%	56%	56%	43%	36%	11%	1%	51%
Write sentences with 10 words each 0-shot Rule following	67%	61%	61%	34%	31%	31%	10%	6%	4%	0%	30%
Write sentences with 20 words each 0-shot Rule following	21%	12%	0%	0%	0%	0%	0%	0%	0%	0%	3%
28.27%

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	100%	100%	100%	100%	100%	0%	0%	0%	0%	0%	50%
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%
12.00%

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%	92%	77%	54%	9%	0%	0%	0%	0%	43%
20 word summary 0-shot Rule following	92%	92%	2%	0%	0%	0%	0%	0%	0%	0%	19%
50 word summary 0-shot Rule following	98%	27%	9%	0%	0%	0%	0%	0%	0%	0%	13%
100 word summary 0-shot Rule following	100%	54%	27%	9%	0%	0%	0%	0%	0%	0%	19%
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%	92%	0%	89%
3 sentence summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	98%	98%	0%	0%	80%
10 sentence summary 0-shot Rule following	100%	100%	100%	100%	98%	92%	77%	77%	54%	2%	80%
20 sentence summary 0-shot Rule following	100%	27%	0%	0%	0%	0%	0%	0%	0%	0%	13%
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%	0%	0%	80%
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%
40.46%