Llama 3.1 8B - NC Bench

meta-llama/llama-3.1-8b-instruct

Llama 3.1 8B

via OpenRouter

Release Date

Jul 23rd, 2024

Parameters

Context Size

128k

Creative writing

27.28%

Rule following

61.81%

Utility

64.67%

Mathematics

100.00%

Tooling

50.38%

Language

59.13%

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%	100%	100%
What instrument does Lucy play? 0-shot UtilityLogic	100%	100%	100%	100%	100%	100%	100%	100%	100%	0%	90%
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%	50%	95%
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%	0%	90%
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%	0%	90%
All valid emails 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
84.58%

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%	61%	61%	61%	14%	1%	1%	1%	0%	0%	30%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	52%	50%	50%	49%	49%	41%	18%	1%	0%	0%	31%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	100%	99%	75%	62%	49%	49%	48%	35%	3%	0%	52%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	62%	50%	48%	45%	41%	26%	22%	18%	0%	0%	31%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	53%	2%	0%	0%	0%	0%	0%	0%	0%	0%	5%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	59%	50%	30%	30%	22%	22%	0%	0%	0%	0%	21%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	48%	47%	37%	35%	18%	10%	7%	0%	0%	0%	20%
27.28%

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%	0%	80%
Friend got new kittens (German) 0-shot Language	100%	100%	100%	100%	0%	80%
Asking for directions (German) 0-shot Language	0%	0%	0%	0%	0%	0%
Asking for directions (Dutch) 0-shot Language	100%	100%	100%	0%	0%	60%
55.00%

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%	89%	83%	79%	0%	70%
Character dialogue (French) in a story 0-shot Language	90%	90%	89%	83%	0%	70%
Character dialogue (German) in a story 0-shot Language	92%	80%	75%	55%	0%	60%
Character dialogue (Italian) in a story 0-shot Language	83%	83%	75%	50%	0%	58%
Character dialogue (Hindi) in a story 0-shot Language	64%	60%	50%	46%	44%	53%
62.43%

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%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
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%	100%	0%	0%	0%	0%	0%	0%	0%	30%
Count point of views for Jack Harper (indented) 0-shot ToolingUtility	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
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%	0%	0%	0%	0%	0%	0%	0%	0%	20%
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	100%	50%	50%	50%	0%	0%	0%	0%	0%	0%	25%
49.58%

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%	0%	0%	0%	0%	60%
60.00%

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%	100%	100%	98%	100%
Write sentences with 10 words each 0-shot Rule following	100%	100%	100%	98%	97%	96%	95%	93%	91%	77%	95%
Write sentences with 20 words each 0-shot Rule following	87%	84%	74%	48%	45%	33%	30%	25%	21%	5%	45%
79.89%

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%	100%	0%	0%	0%	0%	0%	0%	40%
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%	0%	0%	80%
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%	100%	100%	100%	100%	0%	90%
54.00%

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%	100%	100%	100%	100%	100%	98%	98%	92%	99%
20 word summary 0-shot Rule following	100%	100%	98%	98%	98%	92%	77%	77%	77%	77%	90%
50 word summary 0-shot Rule following	100%	98%	98%	92%	77%	54%	54%	0%	0%	0%	57%
100 word summary 0-shot Rule following	100%	98%	92%	92%	77%	9%	0%	0%	0%	0%	47%
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%	98%	100%
10 sentence summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	92%	92%	98%
20 sentence summary 0-shot Rule following	100%	100%	100%	100%	100%	98%	98%	98%	77%	27%	90%
50 sentence summary 0-shot Rule following	100%	100%	100%	100%	0%	0%	0%	0%	0%	0%	40%
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%	100%	100%	0%	90%
5 paragraph summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	0%	0%	80%
76.23%