Hermes 3 70B - NC Bench

nousresearch/hermes-3-llama-3.1-70b

Hermes 3 70B

via OpenRouter

Release Date

Aug 15th, 2024

Parameters

70B

Context Size

128k

Creative writing

32.61%

Rule following

40.16%

Utility

69.67%

Mathematics

100.00%

Tooling

53.46%

Language

81.30%

Logic

81.88%

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%	50%	95%
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	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
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	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%	100%	100%
All valid emails 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
87.92%

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%	61%	61%	14%	0%	73%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	75%	50%	49%	38%	7%	1%	0%	0%	0%	0%	22%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	100%	64%	62%	54%	52%	47%	42%	25%	10%	2%	46%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	82%	72%	60%	50%	50%	48%	28%	22%	2%	0%	41%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	41%	31%	26%	1%	0%	0%	0%	0%	0%	0%	10%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	81%	59%	39%	22%	13%	0%	0%	0%	0%	0%	21%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	45%	39%	23%	22%	8%	4%	2%	1%	0%	0%	14%
32.61%

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%	0%	80%
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%	100%	91%	80%	75%	89%
Character dialogue (French) in a story 0-shot Language	100%	100%	100%	100%	100%	100%
Character dialogue (German) in a story 0-shot Language	100%	100%	91%	50%	0%	68%
Character dialogue (Italian) in a story 0-shot Language	100%	100%	100%	91%	58%	90%
Character dialogue (Hindi) in a story 0-shot Language	100%	100%	91%	71%	60%	84%
86.34%

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%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Count point of views for Jack Harper (indented) 0-shot ToolingUtility	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
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%	0%	0%	0%	0%	0%	0%	0%	0%	20%
Count point of views for Jack and Olivia 0-shot ToolingUtility	100%	100%	100%	100%	100%	50%	0%	0%	0%	0%	55%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	100%	100%	100%	50%	50%	50%	50%	0%	0%	0%	50%
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%	100%	100%	100%	100%	100%
100.00%

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%	98%	92%	90%	87%	87%	69%	58%	56%	84%
Write sentences with 10 words each 0-shot Rule following	81%	57%	42%	41%	40%	33%	24%	8%	7%	6%	34%
Write sentences with 20 words each 0-shot Rule following	28%	16%	15%	8%	7%	7%	0%	0%	0%	0%	8%
41.89%

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%	100%	100%	0%	0%	0%	0%	60%
Simple (1-shot) 1-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
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%	0%	0%	80%
68.00%

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%	98%	92%	92%	0%	0%	0%	0%	0%	48%
20 word summary 0-shot Rule following	54%	54%	0%	0%	0%	0%	0%	0%	0%	0%	11%
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	98%	92%	9%	2%	0%	0%	0%	0%	0%	0%	20%
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%	92%	92%	77%	54%	54%	27%	80%
20 sentence summary 0-shot Rule following	100%	9%	2%	0%	0%	0%	0%	0%	0%	0%	11%
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%	100%	100%	100%	100%	100%	100%	0%	0%	0%	70%
5 paragraph summary 0-shot Rule following	100%	100%	100%	0%	0%	0%	0%	0%	0%	0%	30%
43.83%