Hermes 3 405B - NC Bench

nousresearch/hermes-3-llama-3.1-405b

Hermes 3 405B

via OpenRouter

Release Date

Aug 15th, 2024

Parameters

405B

Context Size

128k

Creative writing

38.66%

Rule following

61.30%

Utility

65.33%

Mathematics

80.00%

Tooling

48.85%

Language

98.13%

Logic

82.50%

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%	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%	100%	100%	0%	0%	0%	0%	0%	0%	0%	30%
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%	0%	0%	80%
Fruits excluding citrus 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	0%	0%	80%
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%	50%	95%
All valid emails 0-shot Utility	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%	100%
86.25%

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%	100%	100%
Write 200 words with 10% dialogue 0-shot Creative writingRule following	50%	50%	45%	41%	41%	34%	10%	5%	0%	0%	28%
Write 200 words with 50% dialogue 0-shot Creative writingRule following	96%	85%	82%	58%	55%	55%	41%	26%	26%	2%	53%
Write 200 words with 90% dialogue 0-shot Creative writingRule following	60%	55%	51%	51%	45%	43%	34%	26%	14%	10%	39%
Write 500 words with 30% dialogue 0-shot Creative writingRule following	50%	50%	45%	38%	30%	14%	10%	0%	0%	0%	24%
Write 500 words with 50% dialogue 0-shot Creative writingRule following	49%	48%	38%	31%	5%	1%	0%	0%	0%	0%	17%
Write 500 words with 70% dialogue 0-shot Creative writingRule following	44%	36%	15%	11%	1%	0%	0%	0%	0%	0%	11%
38.66%

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%	100%	100%
100.00%

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%	100%	92%	88%	96%
Character dialogue (French) in a story 0-shot Language	100%	100%	100%	89%	89%	96%
Character dialogue (German) in a story 0-shot Language	100%	100%	100%	89%	82%	94%
Character dialogue (Italian) in a story 0-shot Language	100%	100%	100%	100%	100%	100%
Character dialogue (Hindi) in a story 0-shot Language	100%	100%	100%	100%	88%	98%
96.63%

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	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
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%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
Count point of views for Olivia 0-shot ToolingUtility	100%	0%	0%	0%	0%	0%	0%	0%	0%	0%	10%
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	50%	50%	50%	50%	50%	0%	0%	0%	0%	0%	25%
Count point of views for Jack and Olivia (indented) 0-shot ToolingUtility	100%	100%	50%	50%	50%	50%	0%	0%	0%	0%	40%
44.58%

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	90%	90%	88%	87%	85%	84%	83%	80%	76%	69%	83%
Write sentences with 10 words each 0-shot Rule following	97%	97%	92%	92%	90%	88%	87%	87%	84%	67%	88%
Write sentences with 20 words each 0-shot Rule following	20%	16%	0%	0%	0%	0%	0%	0%	0%	0%	4%
58.33%

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%	100%	100%	100%	100%
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	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%	0%
58.00%

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%	100%	98%	27%	93%
20 word summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	98%	98%	92%	0%	89%
50 word summary 0-shot Rule following	100%	100%	100%	98%	92%	92%	27%	9%	2%	0%	62%
100 word summary 0-shot Rule following	100%	100%	98%	98%	92%	92%	27%	2%	0%	0%	61%
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	98%	98%	92%	92%	92%	92%	77%	77%	77%	2%	80%
20 sentence summary 0-shot Rule following	100%	100%	100%	100%	100%	100%	100%	0%	0%	0%	70%
50 sentence summary 0-shot Rule following	100%	100%	100%	100%	100%	0%	0%	0%	0%	0%	50%
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%	0%	0%	0%	70%
74.19%