Llama 3.1 70B - NC Bench

meta-llama/llama-3.1-70b-instruct

Llama 3.1 70B

via OpenRouter

Release Date

Jul 23rd, 2024

Parameters

70B

Context Size

128k

Creative writing

40.65%

Rule following

65.35%

Utility

76.39%

Mathematics

100.00%

Tooling

70.90%

Language

74.29%

Logic

76.25%

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%	50%	95%
Guess the pet 0-shot UtilityLogic	100%	50%	50%	50%	50%	50%	50%	50%	50%	50%	55%
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	100%	100%	50%	50%	50%	50%	50%	50%	50%	50%	60%
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%
84.17%

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%	100%	100%	100%	100%	100%	100%	100%	61%	96%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	50%	50%	50%	49%	47%	43%	41%	38%	34%	14%	41%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	93%	66%	51%	49%	47%	43%	35%	22%	18%	14%	44%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	90%	72%	72%	68%	68%	64%	64%	62%	53%	2%	61%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	18%	7%	1%	1%	0%	0%	0%	0%	0%	0%	3%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	50%	34%	34%	4%	0%	0%	0%	0%	0%	0%	12%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	71%	47%	47%	45%	45%	11%	3%	1%	0%	0%	27%
40.65%

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%	100%	100%	100%	100%	100%
Asking for directions (Dutch) 0-shot Language	100%	0%	0%	0%	0%	20%
75.00%

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%	75%	75%	71%	55%	75%
Character dialogue (French) in a story 0-shot Language	94%	77%	75%	73%	69%	78%
Character dialogue (German) in a story 0-shot Language	100%	80%	71%	67%	56%	75%
Character dialogue (Italian) in a story 0-shot Language	100%	100%	79%	50%	50%	76%
Character dialogue (Hindi) in a story 0-shot Language	100%	60%	57%	56%	54%	65%
73.72%

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%	67%	0%	87%
86.67%

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	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%	100%	100%	100%	100%	100%	100%	0%	0%	0%	70%
Count point of views for Jack Harper (indented) 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
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%	100%	100%	0%	0%	0%	70%
Count point of views for Jack and Olivia 0-shot ToolingUtility	100%	100%	100%	100%	100%	100%	50%	0%	0%	0%	65%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	100%	100%	100%	100%	100%	50%	50%	0%	0%	0%	60%
69.58%

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%	100%	97%	97%	97%	95%	87%	87%	96%
Write sentences with 20 words each 0-shot Rule following	74%	72%	65%	61%	60%	59%	51%	46%	43%	38%	57%
84.32%

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%	100%	100%	100%	0%	0%	0%	70%
Simple (1-shot) 1-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	0%	90%
Simple (5-shot) Few-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
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%	100%	100%
72.00%

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%	98%	98%	92%	92%	92%	92%	77%	77%	54%	87%
20 word summary 0-shot Rule following	77%	2%	2%	0%	0%	0%	0%	0%	0%	0%	8%
50 word summary 0-shot Rule following	100%	100%	100%	100%	100%	92%	77%	77%	77%	54%	88%
100 word summary 0-shot Rule following	100%	100%	98%	98%	98%	92%	77%	77%	54%	2%	80%
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	100%	100%	100%	100%	100%	100%	100%	100%	100%	92%	99%
20 sentence summary 0-shot Rule following	100%	100%	98%	92%	92%	92%	77%	54%	27%	2%	73%
50 sentence summary 0-shot Rule following	100%	100%	100%	0%	0%	0%	0%	0%	0%	0%	30%
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%	100%	100%
5 paragraph summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
74.27%