Mistral NeMO - NC Bench

open-mistral-nemo-2407

Mistral NeMO

via mistral

Release Date

Jul 18th, 2024

Parameters

–

Context Size

128k

Creative writing

27.72%

Rule following

30.48%

Utility

67.56%

Mathematics

95.00%

Tooling

68.21%

Language

76.89%

Logic

78.75%

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%	0%	0%	80%
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	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%	100%	100%	100%
Future event time 0-shot UtilityLogic	100%	50%	50%	50%	50%	50%	50%	50%	50%	50%	55%
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%
85.83%

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%	100%	100%	61%	61%	61%	61%	14%	76%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	69%	50%	50%	34%	0%	0%	0%	0%	0%	0%	20%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	53%	50%	40%	19%	1%	0%	0%	0%	0%	0%	16%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	50%	50%	50%	50%	50%	50%	50%	49%	47%	46%	49%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	44%	26%	6%	2%	0%	0%	0%	0%	0%	0%	8%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	32%	31%	22%	20%	2%	1%	0%	0%	0%	0%	11%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	50%	43%	41%	5%	0%	0%	0%	0%	0%	0%	14%
27.72%

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%	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%	0%	80%
95.00%

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%	92%	86%	40%	0%	63%
Character dialogue (French) in a story 0-shot Language	100%	83%	67%	0%	0%	50%
Character dialogue (German) in a story 0-shot Language	100%	91%	33%	0%	0%	45%
Character dialogue (Italian) in a story 0-shot Language	100%	91%	90%	88%	0%	74%
Character dialogue (Hindi) in a story 0-shot Language	100%	100%	100%	100%	0%	80%
62.40%

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%	100%	100%	100%	100%	100%	100%	100%	0%	90%
Count scenes (indented) 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
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%	0%	0%	0%	0%	0%	0%	0%	0%	20%
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%	0%	0%	0%	0%	0%	0%	40%
Count point of views for Jack and Olivia 0-shot ToolingUtility	100%	100%	50%	50%	0%	0%	0%	0%	0%	0%	30%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	50%	50%	50%	50%	50%	50%	0%	0%	0%	0%	30%
65.83%

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%	100%	100%	100%	100%	67%	97%
96.67%

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	72%	47%	45%	37%	35%	22%	21%	17%	1%	1%	30%
Write sentences with 10 words each 0-shot Rule following	57%	48%	45%	24%	24%	15%	14%	11%	10%	9%	26%
Write sentences with 20 words each 0-shot Rule following	2%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
18.57%

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%	0%	0%	0%	0%	0%	0%	40%
Simple (5-shot) Few-shot Utility	100%	100%	100%	100%	100%	100%	0%	0%	0%	0%	60%
Multiple speakers 0-shot Utility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
Unattributed dialogue 0-shot Utility	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
22.00%

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%	92%	77%	77%	27%	9%	0%	0%	0%	48%
20 word summary 0-shot Rule following	92%	0%	0%	0%	0%	0%	0%	0%	0%	0%	9%
50 word summary 0-shot Rule following	98%	92%	92%	54%	27%	2%	0%	0%	0%	0%	37%
100 word summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
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	77%	77%	54%	54%	54%	27%	9%	9%	9%	9%	38%
20 sentence summary 0-shot Rule following	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
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%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
5 paragraph summary 0-shot Rule following	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
34.71%